{"id":115265,"date":"2022-07-06T06:30:08","date_gmt":"2022-07-06T13:30:08","guid":{"rendered":"https:\/\/careerkarma.com\/blog\/?p=115265"},"modified":"2022-07-06T06:30:12","modified_gmt":"2022-07-06T13:30:12","slug":"machine-learning-certificates","status":"publish","type":"post","link":"https:\/\/careerkarma.com\/blog\/machine-learning-certificates\/","title":{"rendered":"Machine Learning Certificates: Best Undergrad and Grad Machine Learning College Certificates"},"content":{"rendered":"\n<p>Machine learning certificates provide foundational knowledge and skills through fundamental courses and practical projects. Working professionals with a <a href=\"https:\/\/careerkarma.com\/blog\/best-machine-learning-bachelors-degrees\/\">machine learning bachelor\u2019s degree<\/a> can also boost their in-demand skills and knowledge through machine learning college certificate programs.<\/p>\n\n\n\n<p>Elite universities offer machine learning certificate programs with hands-on exercises taught by industry practitioners. These courses give a practical introduction to various aspects of machine learning.<\/p>\n\n\n\n<p>We provide you with a list of the best undergraduate and graduate certificate programs provided by top-tier schools and organizations. These institutions offer self-paced learning options and traditional, in-person classes. The instructor-led training can provide a foundation of knowledge for further study to become machine learning engineers.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-a-machine-learning-certificate-college-program\">What Is a Machine Learning Certificate College Program?<\/h2>\n\n\n\n<p>A machine learning certificate college program is a non-degree learning path. It teaches deep learning and other artificial intelligence topics through coursework and hands-on experience. A certificate program focuses on basic knowledge of core subjects in the machine learning field.<\/p>\n\n\n\n<p>Certificate programs require a minimum education and prerequisite courses for all applicants. Students who meet the certificate requirements of B or C grade in all courses will earn their certificates. These programs cover the specialized topics students need to move toward a career in machine learning.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-s-the-difference-between-a-college-machine-learning-certificate-and-professional-certification-in-machine-learning\">What\u2019s the Difference Between a College Machine Learning Certificate and Professional Certification in Machine Learning?<\/h2>\n\n\n\n<p>The difference between a college machine learning certificate and a professional certification is the certification process. You can earn a certificate through a program offered by a school or organization but you have to pass an exam to earn a certification.&nbsp;<\/p>\n\n\n\n<p>An organization takes professionals through an assessment process for certification, and they must meet the industry standards required. Other common differences between a certificate and certification are the outcome and eligibility criteria.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-machine-learning-college-certificate-vs-machine-learning-certification-key-differences\">Machine Learning College Certificate vs Machine Learning Certification: Key Differences<\/h2>\n\n\n\n<table class=\"course-info-table\">\n<thead>\n  <tr>\n    <th>Machine Learning Certificate<\/th>\n    <th>Machine Learning Certification<\/th>\n  <\/tr>\n<\/thead>\n<tbody>\n  <tr>\n    <td>A machine learning college certificate requires students to complete courses to obtain the certificate.<\/td>\n    <td>You can earn machine learning certification through training and exams.<\/td>\n  <\/tr>\n  <tr>\n    <td>The course content is academic-based.<\/td>\n    <td>The standard of certification is industry-based.<\/td>\n  <\/tr>\n  <tr>\n    <td>Successful students can transfer credits to a degree program.<\/td>\n    <td>A certification is a credential professionals can place on their resume<\/td>\n  <\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-long-does-it-take-to-get-a-machine-learning-certificate-at-college\">How Long Does It Take To Get a Machine Learning Certificate at College?<\/h2>\n\n\n\n<p>It takes one year, or two to three semesters, to get a machine learning certificate at college. Students should complete nine to 15 credit hours to receive a certificate. Several programs are flexible online courses of unsupervised learning for working professionals. We\u2019ve listed popular machine learning certificates below to give you basic knowledge of various types of machine learning educational options.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-machine-learning-certificate-undergraduate-programs\">Best Machine Learning Certificate Undergraduate Programs<\/h2>\n\n\n\n<table class=\"course-info-table\">\n<thead>\n  <tr>\n    <th>School<\/th>\n    <th>Program Name<\/th>\n    <th>Tuition<\/th>\n  <\/tr>\n<\/thead>\n<tbody>\n  <tr>\n    <td>Florida Atlantic University<\/td>\n    <td>Certificate in Artificial Intelligence<\/td>\n    <td>$203\/credit<\/td>\n  <\/tr>\n  <tr>\n    <td>Golden Gate University<\/td>\n    <td>Undergraduate Certificate In<br>Data Analytics<\/td>\n    <td>$660\/credit<\/td>\n  <\/tr>\n  <tr>\n    <td>Milwaukee School of Engineering<\/td>\n    <td>Undergraduate Certificate in AI for Emerging Applications <\/td>\n    <td>$753\/credit<\/td>\n  <\/tr>\n  <tr>\n    <td>San Francisco State University<\/td>\n    <td>Certificate in Data Science and Machine Learning for Biotechnology<\/td>\n    <td>$7,522\/2 semesters<\/td>\n  <\/tr>\n  <tr>\n    <td>Temple University<\/td>\n    <td>Data Science: Computational Analytics Certificate<\/td>\n    <td>$571\/credit<\/td>\n  <\/tr>\n  <tr>\n    <td>University of Florida<\/td>\n    <td>Undergraduate Certificate in AI Fundamentals and Applications<\/td>\n    <td>$6,380\/year<\/td>\n  <\/tr>\n  <tr>\n    <td>University of Maryland Global Campus<\/td>\n    <td>Online Undergraduate Certificate in Machine Learning<\/td>\n    <td>$312\/credit <\/td>\n  <\/tr>\n  <tr>\n    <td>University of Missouri-St. Louis<\/td>\n    <td>Undergraduate Certificate in Artificial Intelligence <\/td>\n    <td>$379\/credit<\/td>\n  <\/tr>\n  <tr>\n    <td>University of Oklahoma<\/td>\n    <td>Undergraduate Certificate in Data Science and Analytics <\/td>\n    <td>$302\/credit<\/td>\n  <\/tr>\n  <tr>\n    <td>University of Texas at San Antonio<\/td>\n    <td>Undergraduate Certificate in Data Science<\/td>\n    <td>$450\/credit<\/td>\n  <\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-undergraduate-machine-learning-certificate-programs-explained\">Best Undergraduate Machine Learning Certificate Programs: Explained<\/h2>\n\n\n\n<p>The best undergraduate machine learning certification programs give you a basic knowledge of deep learning models and hands-on guides. The list below will help you assess each program to choose the best fit for you.\u00a0<\/p>\n\n\n<div id=\"accordions-115270\" class=\"accordions-115270 accordions\" data-accordions={&quot;lazyLoad&quot;:true,&quot;id&quot;:&quot;115270&quot;,&quot;event&quot;:&quot;click&quot;,&quot;collapsible&quot;:&quot;true&quot;,&quot;heightStyle&quot;:&quot;content&quot;,&quot;animateStyle&quot;:&quot;swing&quot;,&quot;animateDelay&quot;:1000,&quot;navigation&quot;:true,&quot;active&quot;:999,&quot;expandedOther&quot;:&quot;no&quot;}>\r\n                <div id=\"accordions-lazy-115270\" class=\"accordions-lazy\" accordionsId=\"115270\">\r\n                    <\/div>\r\n\r\n    <div class=\"items\"  style=\"display:none\" >\r\n    \r\n            <div post_id=\"115270\" itemcount=\"0\"  header_id=\"header-1657112979487\" id=\"header-1657112979487\" style=\"\" class=\"accordions-head head1657112979487 border-none\" toggle-text=\"\" main-text=\"Certificate in Artificial Intelligence | Florida Atlantic University\">\r\n                                    <span id=\"accordion-icons-1657112979487\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657112979487\" class=\"accordions-head-title\">Certificate in Artificial Intelligence | Florida Atlantic University<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657112979487 \">\r\n                <p><span style=\"font-weight: 400\">The certificate program at <\/span><a href=\"https:\/\/careerkarma.com\/colleges\/florida-atlantic-university\/\"><span style=\"font-weight: 400\">Florida Atlantic University<\/span><\/a><span style=\"font-weight: 400\"> provides two different tracks in development and application. Choose the applications track for the Applied Machine Learning and Data Mining course. This program requires students to maintain a C-grade to receive their certificate.\u00a0<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Certificate in Artificial Intelligence Details<\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400\"><b>Cost:<\/b><span style=\"font-weight: 400\"> $203\/credit (in-state); $722\/credit (out-of-state)<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Length:<\/b><span style=\"font-weight: 400\"> 15 credits<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Learning Format:<\/b><span style=\"font-weight: 400\"> In-person<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Any academic background<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Other Requirements:<\/b><span> Official transcripts, must complete a statistics course<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115270\" itemcount=\"1\"  header_id=\"header-1657112979831\" id=\"header-1657112979831\" style=\"\" class=\"accordions-head head1657112979831 border-none\" toggle-text=\"\" main-text=\"Undergraduate Certificate In Data Analytics | Golden Gate University\">\r\n                                    <span id=\"accordion-icons-1657112979831\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657112979831\" class=\"accordions-head-title\">Undergraduate Certificate In Data Analytics | Golden Gate University<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657112979831 \">\r\n                <p><span style=\"font-weight: 400\">This <\/span><a href=\"https:\/\/careerkarma.com\/colleges\/golden-gate-university-san-francisco\/\"><span style=\"font-weight: 400\">Golden Gate University<\/span><\/a><span style=\"font-weight: 400\"> program will equip you with Python, R, HQL, or SQL programming skills. <\/span><span style=\"font-weight: 400\">Data analytics and data science experts commonly use these programming languages. You will also learn the basics of machine learning and artificial intelligence.<\/span><\/p>\n<p><span style=\"font-weight: 400\">The program includes a combination of math, data analytics, and machine learning. Choose the Basic Proficiency in Programming with Python course for an introduction to machine learning.\u00a0<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Undergraduate Certificate In Data Analytics Details<\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400\"><b>Cost:<\/b><span style=\"font-weight: 400\"> $660\/credit<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Length:<\/b><span style=\"font-weight: 400\"> 9 credits<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Learning Format:<\/b><span style=\"font-weight: 400\"> In-person, online, hybrid<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> College Degree<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Other Requirements:<\/b><span> GPA of 2.0, students who earned 11 or fewer semester units need to submit a resume that shows at least three years of work experience in the field, a statement of purpose, and a GPA of 3.0.<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115270\" itemcount=\"2\"  header_id=\"header-1657112980186\" id=\"header-1657112980186\" style=\"\" class=\"accordions-head head1657112980186 border-none\" toggle-text=\"\" main-text=\"Undergraduate Certificate in AI for Emerging Applications | Milwaukee School of Engineering\">\r\n                                    <span id=\"accordion-icons-1657112980186\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657112980186\" class=\"accordions-head-title\">Undergraduate Certificate in AI for Emerging Applications | Milwaukee School of Engineering<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657112980186 \">\r\n                <p><a href=\"https:\/\/careerkarma.com\/colleges\/milwaukee-school-of-engineering\/\"><span style=\"font-weight: 400\">The Milwaukee School of Engineering<\/span><\/a><span style=\"font-weight: 400\"> certificate program comprises asynchronous courses and a hands-on project that will equip you with practical skills in artificial intelligence. The program consists of required courses, a practicum, and an application track. Required courses include machine learning tools, Python programming for AI, deep learning, and neural networks.\u00a0<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Undergraduate Certificate in AI for Emerging Applications Details<\/span><\/h4>\n<ul>\n<li><b>Cost: <\/b><span style=\"font-weight: 400\">$753\/credit<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 12 credits<\/span><\/li>\n<li><b>Learning Format: <\/b><span style=\"font-weight: 400\">Online<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Must be an undergraduate student<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> N\/A<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115270\" itemcount=\"3\"  header_id=\"header-1657112980567\" id=\"header-1657112980567\" style=\"\" class=\"accordions-head head1657112980567 border-none\" toggle-text=\"\" main-text=\"Certificate in Data Science and Machine Learning for Biotechnology | San Francisco State University\">\r\n                                    <span id=\"accordion-icons-1657112980567\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657112980567\" class=\"accordions-head-title\">Certificate in Data Science and Machine Learning for Biotechnology | San Francisco State University<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657112980567 \">\r\n                <p><a href=\"https:\/\/careerkarma.com\/colleges\/san-francisco-state-university\/\"><span style=\"font-weight: 400\">San Francisco State University\u2019s<\/span><\/a><span style=\"font-weight: 400\"> machine learning certificate program teaches data science and machine learning techniques used in biotechnology. You will also learn how to develop solutions for real-world problems in biotechnology using different machine learning tools. Courses include data science, bioinformatics, and machine learning.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Certificate in Data Science and Machine Learning for Biotechnology Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $7,522\/2 semesters<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 12 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> In-person<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Undergraduate degree at SFSU<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> Transcripts, statement of purpose, a GPA of at least 2.5<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115270\" itemcount=\"4\"  header_id=\"header-1657112981007\" id=\"header-1657112981007\" style=\"\" class=\"accordions-head head1657112981007 border-none\" toggle-text=\"\" main-text=\"Data Science: Computational Analytics Certificate | Temple University\">\r\n                                    <span id=\"accordion-icons-1657112981007\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657112981007\" class=\"accordions-head-title\">Data Science: Computational Analytics Certificate | Temple University<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657112981007 \">\r\n                <p><a href=\"https:\/\/careerkarma.com\/colleges\/temple-university\/\"><span style=\"font-weight: 400\">Temple University<\/span><\/a><span style=\"font-weight: 400\"> provides rigorous big data and machine learning courses like statistical business analytics, the foundations of machine learning, data science principles, and linear algebra. Undergraduate students and professionals can take this certificate.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Data Science: Computational Analytics Certificate Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $571\/credit (in-state); $939\/credit (out-of-state)<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 13 to 15 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> In-person<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Must be an undergraduate student<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> N\/A<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115270\" itemcount=\"5\"  header_id=\"header-1657112981447\" id=\"header-1657112981447\" style=\"\" class=\"accordions-head head1657112981447 border-none\" toggle-text=\"\" main-text=\"Undergraduate Certificate in AI Fundamentals and Applications | University of Florida\">\r\n                                    <span id=\"accordion-icons-1657112981447\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657112981447\" class=\"accordions-head-title\">Undergraduate Certificate in AI Fundamentals and Applications | University of Florida<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657112981447 \">\r\n                <p><a href=\"https:\/\/careerkarma.com\/colleges\/university-of-florida\/\"><span style=\"font-weight: 400\">The University of Florida<\/span><\/a><span style=\"font-weight: 400\"> offers a machine learning and data science undergraduate certificate. It is composed of two required courses and one college course. Select machine learning fundamentals in the college course options. To earn the certificate, you need to maintain nothing less than a C grade.\u00a0<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Undergraduate Certificate in AI Fundamentals and Applications Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $6,380 (in-state), $28,658 (out-of-state)<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 9 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\">\u00a0 In-person<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Must be at a junior level of any major<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> None<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115270\" itemcount=\"6\"  header_id=\"header-1657112981871\" id=\"header-1657112981871\" style=\"\" class=\"accordions-head head1657112981871 border-none\" toggle-text=\"\" main-text=\"Online Undergraduate Certificate in Machine Learning | University of Maryland Global Campus\">\r\n                                    <span id=\"accordion-icons-1657112981871\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657112981871\" class=\"accordions-head-title\">Online Undergraduate Certificate in Machine Learning | University of Maryland Global Campus<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657112981871 \">\r\n                <p><a href=\"https:\/\/careerkarma.com\/colleges\/university-of-maryland-university-college\/\"><span style=\"font-weight: 400\">The University of Maryland Global Campus<\/span><\/a><span style=\"font-weight: 400\"> offers this undergraduate machine learning certificate program on developing artificial intelligence solutions. You can build a foundational knowledge of machine learning methods in this program. The course will equip you with key skills essential to in-demand machine learning jobs.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Online Undergraduate Certificate in Machine Learning Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $312\/credit (in-state); $499\/credit (out-of-state)<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 18 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> Online<\/span><\/li>\n<li><b>Minimum Education: <\/b><span style=\"font-weight: 400\">Must be an undergraduate student at UMGC<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> N\/A<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115270\" itemcount=\"7\"  header_id=\"header-1657112982278\" id=\"header-1657112982278\" style=\"\" class=\"accordions-head head1657112982278 border-none\" toggle-text=\"\" main-text=\"Undergraduate Certificate in Artificial Intelligence | University of Missouri-St. Louis\">\r\n                                    <span id=\"accordion-icons-1657112982278\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657112982278\" class=\"accordions-head-title\">Undergraduate Certificate in Artificial Intelligence | University of Missouri-St. Louis<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657112982278 \">\r\n                <p><span style=\"font-weight: 400\">This certificate program at the <\/span><a href=\"https:\/\/careerkarma.com\/colleges\/university-of-missouri-st-louis\/\"><span style=\"font-weight: 400\">University of Missouri-St. Louis<\/span><\/a><span style=\"font-weight: 400\"> consists of five required courses and three electives. Elective options include an introduction to machine learning, data mining, and deep learning. The course provides hands-on experience and training.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Undergraduate Certificate in Artificial Intelligence Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $379\/credit (in-state), $1,019\/credit (out-of-state)<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 15 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> In-person, online<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Undergraduate degree<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> A GPA of 2.5, experience in mathematics, statistics, and computer science<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115270\" itemcount=\"8\"  header_id=\"header-1657112982673\" id=\"header-1657112982673\" style=\"\" class=\"accordions-head head1657112982673 border-none\" toggle-text=\"\" main-text=\"Undergraduate Certificate in Data Science and Analytics | University of Oklahoma\">\r\n                                    <span id=\"accordion-icons-1657112982673\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657112982673\" class=\"accordions-head-title\">Undergraduate Certificate in Data Science and Analytics | University of Oklahoma<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657112982673 \">\r\n                <p><span style=\"font-weight: 400\">The Gallogly College of Engineering at the <\/span><a href=\"https:\/\/careerkarma.com\/colleges\/university-of-oklahoma-norman-campus\/\"><span style=\"font-weight: 400\">University of Oklahoma<\/span><\/a><span style=\"font-weight: 400\"> offers core courses in machine learning for data science and big data engineering. Students need a minimum grade of C for all courses to earn this certificate.\u00a0<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Data Science and Analytics Undergraduate Certificate Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $302\/credit hour (in-state); $829\/credit hour (out-of-state)<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 15 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> In-person<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Must be an undergraduate student at the Gallogly College of Engineering or the Mewbourne College of Earth and Energy<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> None<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115270\" itemcount=\"9\"  header_id=\"header-1657112983043\" id=\"header-1657112983043\" style=\"\" class=\"accordions-head head1657112983043 border-none\" toggle-text=\"\" main-text=\"Undergraduate Certificate in Data Science | University of Texas at San Antonio\">\r\n                                    <span id=\"accordion-icons-1657112983043\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657112983043\" class=\"accordions-head-title\">Undergraduate Certificate in Data Science | University of Texas at San Antonio<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657112983043 \">\r\n                <p><span style=\"font-weight: 400\">This undergraduate certificate from <\/span><a href=\"https:\/\/careerkarma.com\/colleges\/the-university-of-texas-at-san-antonio\/\"><span style=\"font-weight: 400\">the University of Texas at San Antonio<\/span><\/a><span style=\"font-weight: 400\"> builds practical knowledge of data analytics, machine learning, and data mining. No programming experience is required, and you can take online courses asynchronously. You can qualify for several in-demand data science jobs with this machine learning certificate program.\u00a0<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Undergraduate Certificate in Data Science Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $450\/credit<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 15 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> Online<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Must be an undergraduate degree at UTSA<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> C grade in college algebra, transcripts, ACT or SAT scores<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    <\/div>\r\n\r\n\r\n\r\n            <\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-machine-learning-college-certificate-program-vs-machine-learning-associate-degree\">Machine Learning College Certificate Program vs Machine Learning Associate Degree<\/h2>\n\n\n\n<p>Before enrolling in any academic program, it is important that you first determine your career goal to identify the best program for you. A few fundamental differences exist between a machine learning college certificate program and a machine learning <a href=\"https:\/\/careerkarma.com\/blog\/what-is-an-associate-degree\/\">associate degree<\/a>.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Program Length.<\/strong> College certificates are typically shorter than associate degrees. It usually takes one year to earn a certificate, while most associate degrees last for two years.<\/li><li><strong>Curriculum.<\/strong> A machine learning certificate program includes specific technical courses, while associate degrees may include additional general courses such as math, social sciences, or economics.<\/li><li><strong>Eligibility criteria.<\/strong> An undergraduate certificate program is for current undergraduate students who want to advance their knowledge in machine learning. They may also be allowed to transfer credits to a master\u2019s degree program if they plan to pursue a graduate degree. Associate degrees accept high school graduates or GED holders.<\/li><li><strong>Resume boost. <\/strong>Most prospective employers require a degree for an entry-level position. While you may get entry-level jobs with a certificate, an associate degree may give you an advantage over certificate holders.<\/li><li><strong>Earning potential.<\/strong> An associate degree may offer you a higher earning potential because you receive a more well-rounded education. However, undergraduate certificates as part of a bachelor\u2019s program may give you a greater advantage.<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-online-associate-degrees\">Best Online Associate Degrees<\/h2>\n\n\n\n<p>[query_class_embed] online-*subject-associate-degrees<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-associate-degrees\">Best Associate Degrees<\/h2>\n\n\n\n<p>[query_class_embed]&nbsp;*subject-associate-degrees<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-is-an-undergraduate-machine-learning-certificate-worth-it\">Is an Undergraduate Machine Learning Certificate Worth It?<\/h2>\n\n\n\n<p>Yes, an undergraduate machine learning certificate is worth it. It is worth it if you plan to use it in conjunction with a <a href=\"https:\/\/careerkarma.com\/blog\/bachelors-degree\/\">bachelor\u2019s degree<\/a> or for credit toward a master\u2019s degree. It will give you an advanced learning opportunity and lead you toward your dream role in the job market.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-machine-learning-certificate-graduate-programs\">Best Machine Learning Certificate Graduate Programs<\/h2>\n\n\n\n<table class=\"course-info-table\">\n<thead>\n  <tr>\n    <th>School<\/th>\n    <th>Program Name<\/th>\n    <th>Tuition<\/th>\n  <\/tr>\n<\/thead>\n<tbody>\n  <tr>\n    <td>Drexel University<\/td>\n    <td>Online Graduate Certificate in Artificial Intelligence and Machine Learning<\/td>\n    <td>$1355\/credit<\/td>\n  <\/tr>\n  <tr>\n    <td>Georgia State University<\/td>\n    <td>Graduate Certificate in Trustworthy AI Systems <\/td>\n    <td>$4,776\/semester<\/td>\n  <\/tr>\n  <tr>\n    <td>Marquette University<\/td>\n    <td>Graduate Certificate in Machine Learning for Engineering Applications<\/td>\n    <td>$1,245\/credit<\/td>\n  <\/tr>\n  <tr>\n    <td>Milwaukee School of Engineering<\/td>\n    <td>Graduate Certificate in Machine Learning <\/td>\n    <td>$891\/quarter<\/td>\n  <\/tr>\n  <tr>\n    <td>Sofia University<\/td>\n    <td>Graduate Certificate in AI &amp; Machine Learning<\/td>\n    <td>$8,460 total<\/td>\n  <\/tr>\n  <tr>\n    <td>University of Missouri<\/td>\n    <td>Graduate Certificate in AI, Machine learning, and Automation in Business<\/td>\n    <td>$1,200\/credit<\/td>\n  <\/tr>\n  <tr>\n    <td>The University of New Orleans<\/td>\n    <td>Graduate Certificate in Machine Learning &amp; AI<\/td>\n    <td>$335\/credit<\/td>\n  <\/tr>\n  <tr>\n    <td>University of North Dakota<\/td>\n    <td>Graduate Certificate in Artificial Intelligence &amp; Machine Learning<\/td>\n    <td>$545\/credit<\/td>\n  <\/tr>\n  <tr>\n    <td>The University of Texas at Dallas<\/td>\n    <td>Graduate Certificate in Applied Machine Learning<\/td>\n    <td>$1,866\/credit<\/td>\n  <\/tr>\n  <tr>\n    <td>University of Wisconsin<\/td>\n    <td>Graduate Certificate in Artificial Intelligence and Machine Learning<\/td>\n    <td>$843\/credit<\/td>\n  <\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-graduate-machine-learning-certificate-programs-explained\">Best Graduate Machine Learning Certificate Programs Explained<\/h2>\n\n\n\n<p>The best graduate machine learning certificates require between 12 to 18 credits. You can often transfer these credits toward a <a href=\"https:\/\/careerkarma.com\/blog\/masters-degree\/\">master\u2019s degree<\/a>. The colleges offer courses online and in person, with online courses having a more flexible pace of learning. Compare each program\u2019s cost, courses, length, and requirements below.<\/p>\n\n\n<div id=\"accordions-115279\" class=\"accordions-115279 accordions\" data-accordions={&quot;lazyLoad&quot;:true,&quot;id&quot;:&quot;115279&quot;,&quot;event&quot;:&quot;click&quot;,&quot;collapsible&quot;:&quot;true&quot;,&quot;heightStyle&quot;:&quot;content&quot;,&quot;animateStyle&quot;:&quot;swing&quot;,&quot;animateDelay&quot;:1000,&quot;navigation&quot;:true,&quot;active&quot;:999,&quot;expandedOther&quot;:&quot;no&quot;}>\r\n                <div id=\"accordions-lazy-115279\" class=\"accordions-lazy\" accordionsId=\"115279\">\r\n                    <\/div>\r\n\r\n    <div class=\"items\"  style=\"display:none\" >\r\n    \r\n            <div post_id=\"115279\" itemcount=\"0\"  header_id=\"header-1657113408174\" id=\"header-1657113408174\" style=\"\" class=\"accordions-head head1657113408174 border-none\" toggle-text=\"\" main-text=\"Online Graduate Certificate in Artificial Intelligence and Machine Learning | Drexel University\">\r\n                                    <span id=\"accordion-icons-1657113408174\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657113408174\" class=\"accordions-head-title\">Online Graduate Certificate in Artificial Intelligence and Machine Learning | Drexel University<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657113408174 \">\r\n                <p><span style=\"font-weight: 400\">This online graduate certificate program from <\/span><a href=\"https:\/\/careerkarma.com\/colleges\/drexel-university\/\"><span style=\"font-weight: 400\">Drexel University<\/span><\/a><span style=\"font-weight: 400\"> has two required courses and two elective courses, each equivalent to three credit hours. You will learn AI and machine learning algorithms and applications in this program. Students need background knowledge and skills in STEM or computer science.\u00a0<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Online Graduate Certificate in Artificial Intelligence and Machine Learning Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $1355\/credit<\/span><\/li>\n<li><b>Length: <\/b><span style=\"font-weight: 400\">12 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> Online<\/span><\/li>\n<li><b>Minimum Education: <\/b><span style=\"font-weight: 400\">A bachelor\u2019s or Master\u2019s in Computer Science, Software Engineering, or any STEM degree<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> GPA of 3.0, official transcripts, recommendation letters, resume, statement of purpose<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115279\" itemcount=\"1\"  header_id=\"header-1657113408364\" id=\"header-1657113408364\" style=\"\" class=\"accordions-head head1657113408364 border-none\" toggle-text=\"\" main-text=\"Graduate Certificate in Trustworthy AI Systems | Georgia State University\">\r\n                                    <span id=\"accordion-icons-1657113408364\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657113408364\" class=\"accordions-head-title\">Graduate Certificate in Trustworthy AI Systems | Georgia State University<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657113408364 \">\r\n                <p><span style=\"font-weight: 400\">Georgia State University offers this machine learning graduate certificate that teaches students to develop and deploy trustworthy and efficient AI systems. You can complete this machine learning college certificate program in two semesters.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Graduate Certificate in Trustworthy AI Systems Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $4,776\/semester (in-state); $15,108\/semester (out-of-state)<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 12 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> Online<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Bachelor\u2019s degree<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> Statement of purpose, transcripts, English proficiency (international students)<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115279\" itemcount=\"2\"  header_id=\"header-1657113408573\" id=\"header-1657113408573\" style=\"\" class=\"accordions-head head1657113408573 border-none\" toggle-text=\"\" main-text=\"Graduate Certificate in Machine Learning for Engineering Applications | Marquette University\">\r\n                                    <span id=\"accordion-icons-1657113408573\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657113408573\" class=\"accordions-head-title\">Graduate Certificate in Machine Learning for Engineering Applications | Marquette University<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657113408573 \">\r\n                <p><a href=\"https:\/\/careerkarma.com\/colleges\/marquette-university\/\"><span style=\"font-weight: 400\">Marquette University in Milwaukee<\/span><\/a><span style=\"font-weight: 400\"> offers this machine learning certificate. Students learn to analyze and design solutions to machine learning problems. Completing this certificate program will qualify you to work in healthcare, manufacturing, and finance. Students learn from expert faculty with industry experience and develop their technical skills through intensive coursework.\u00a0<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Graduate Certificate in Machine Learning for Engineering Applications Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $1,245\/credit<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 12 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> In-person, online<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Bachelor\u2019s degree<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> Transcripts, recommendation letters, statement of purpose<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115279\" itemcount=\"3\"  header_id=\"header-1657113408948\" id=\"header-1657113408948\" style=\"\" class=\"accordions-head head1657113408948 border-none\" toggle-text=\"\" main-text=\"Graduate Certificate in Machine Learning | Milwaukee School of Engineering\">\r\n                                    <span id=\"accordion-icons-1657113408948\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657113408948\" class=\"accordions-head-title\">Graduate Certificate in Machine Learning | Milwaukee School of Engineering<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657113408948 \">\r\n                <p><a href=\"https:\/\/careerkarma.com\/colleges\/milwaukee-school-of-engineering\/\"><span style=\"font-weight: 400\">The Milwaukee School of Engineering<\/span><\/a><span style=\"font-weight: 400\"> certificate focuses on building machine learning solutions. This graduate certificate program is for working adults who will learn to make accurate predictions and data-driven decisions. The program comprises three courses equivalent to four credits. The one-year certificate program covers AI tools, data science, and machine learning.\u00a0<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Graduate Certificate in Machine Learning Graduate Certificate Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $891\/quarter<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 12 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> In-person<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Bachelor\u2019s Degree in Computer Engineering, Computer Science or Software Engineering<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> Official transcripts<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115279\" itemcount=\"4\"  header_id=\"header-1657113409332\" id=\"header-1657113409332\" style=\"\" class=\"accordions-head head1657113409332 border-none\" toggle-text=\"\" main-text=\"Graduate Certificate in AI &amp; Machine Learning | Sofia University\">\r\n                                    <span id=\"accordion-icons-1657113409332\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657113409332\" class=\"accordions-head-title\">Graduate Certificate in AI &amp; Machine Learning | Sofia University<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657113409332 \">\r\n                <p><a href=\"https:\/\/careerkarma.com\/colleges\/sofia-university\/\"><span style=\"font-weight: 400\">Sofia University<\/span><\/a><span style=\"font-weight: 400\"> in Palo Alto, California, offers this graduate certificate program in person and online. The course covers robotics hardware and data science software. You will study the hardware side of robotics through a hands-on lab and in-depth robotic courses.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Data science and machine learning courses use the latest software tools in building AI solutions. The certificate program will also give you the essential knowledge to earn a certification in CompTIA Security+ and other cyber security certifications.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Graduate Certificate in AI & Machine Learning Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $8,460 total<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 18 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> In-person, online<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Bachelor\u2019s degree<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> a GPA of at least 3.0, official transcripts, English proficiency (if applicable)<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115279\" itemcount=\"5\"  header_id=\"header-1657113587218\" id=\"header-1657113587218\" style=\"\" class=\"accordions-head head1657113587218 border-none\" toggle-text=\"\" main-text=\"Graduate Certificate in AI, Machine learning, and Automation in Business | University of Missouri\">\r\n                                    <span id=\"accordion-icons-1657113587218\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657113587218\" class=\"accordions-head-title\">Graduate Certificate in AI, Machine learning, and Automation in Business | University of Missouri<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657113587218 \">\r\n                <p><a href=\"https:\/\/careerkarma.com\/colleges\/university-of-missouri-columbia\/\"><span style=\"font-weight: 400\">The University of Missouri<\/span><\/a><span style=\"font-weight: 400\"> provides this online accredited graduate certificate program. Students must complete two required core courses and two elective courses. Elective course choices include a data science and machine learning track. B-grade students can apply for a master\u2019s degree program in the same department without taking the GRE\/GMAT.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Graduate Certificate in AI, Machine learning, and Automation in Business Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $1,200\/credit<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 12 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> Online<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Bachelor\u2019s Degree in Business, Social Sciences, Sciences, Technology, Engineering, or any similar field<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> Statement of purpose, transcripts<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115279\" itemcount=\"6\"  header_id=\"header-1657113587613\" id=\"header-1657113587613\" style=\"\" class=\"accordions-head head1657113587613 border-none\" toggle-text=\"\" main-text=\"Graduate Certificate in Machine Learning &amp; AI | The University of New Orleans\">\r\n                                    <span id=\"accordion-icons-1657113587613\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657113587613\" class=\"accordions-head-title\">Graduate Certificate in Machine Learning &amp; AI | The University of New Orleans<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657113587613 \">\r\n                <p><span style=\"font-weight: 400\">This graduate certificate program teaches students to build solutions for several machine learning challenges. You will gain technical skills in using algorithms in real-world applications. This program also allows you to participate in research activities and join the school\u2019s Bioinformatics and Machine Learning lab.\u00a0<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Graduate Certificate in Machine Learning & AI Details<\/span><\/h4>\n<ul>\n<li><b>Cost: <\/b><span style=\"font-weight: 400\">$335\/credit<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 12 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> In-person<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Must be an undergraduate student at the university<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> 2.5 GPA for undergraduate coursework and 3.0 GPA for graduate or postgraduate coursework, transcripts, statement of purpose, recommendation letters, must complete the two required courses in Advanced Machine Learning I and Advanced Machine Learning II<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115279\" itemcount=\"7\"  header_id=\"header-1657113588029\" id=\"header-1657113588029\" style=\"\" class=\"accordions-head head1657113588029 border-none\" toggle-text=\"\" main-text=\"Graduate Certificate in Artificial Intelligence &amp; Machine Learning | University of North Dakota\">\r\n                                    <span id=\"accordion-icons-1657113588029\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657113588029\" class=\"accordions-head-title\">Graduate Certificate in Artificial Intelligence &amp; Machine Learning | University of North Dakota<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657113588029 \">\r\n                <p><span style=\"font-weight: 400\">This <\/span><a href=\"https:\/\/careerkarma.com\/colleges\/university-of-north-dakota\/\"><span style=\"font-weight: 400\">University of North Dakota<\/span><\/a><span style=\"font-weight: 400\"> program is a one-year graduate certificate course. Students gain theoretical knowledge of machine learning through training and lectures. Working professionals who want to strengthen their expertise can take web evening classes.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Graduate Certificate in Artificial Intelligence & Machine Learning Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $545\/credit (on-campus); $798\/credit (online)<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 9 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> Online, In-person<\/span><\/li>\n<li><b>Minimum Education: <\/b><span style=\"font-weight: 400\">A Bachelor\u2019s Degree in Computer Science<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> 3.0 GPA, English proficiency<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115279\" itemcount=\"8\"  header_id=\"header-1657113588448\" id=\"header-1657113588448\" style=\"\" class=\"accordions-head head1657113588448 border-none\" toggle-text=\"\" main-text=\"Graduate Certificate in Applied Machine Learning | The University of Texas at Dallas\">\r\n                                    <span id=\"accordion-icons-1657113588448\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657113588448\" class=\"accordions-head-title\">Graduate Certificate in Applied Machine Learning | The University of Texas at Dallas<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657113588448 \">\r\n                <p><a href=\"https:\/\/careerkarma.com\/colleges\/the-university-of-texas-at-dallas\/\"><span style=\"font-weight: 400\">The University of Texas at Dallas<\/span><\/a><span style=\"font-weight: 400\"> offers a certificate program that teaches statistical methods in data science and machine learning applications for business. Students must maintain a 3.0 GPA in all required courses. The required courses are Advanced Statistics for Data Science, Business Analytics with R, Applied Machine Learning, and Applied Natural language Processing.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Graduate Certificate in Applied Machine Learning Details<\/span><\/h4>\n<ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $1,866\/credit (in-state); $2,765\/credit (out-of-state)<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 12 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> Online, in-person<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Bachelor\u2019s degree<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> Transcripts, resume, essay, letter of recommendation<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115279\" itemcount=\"9\"  header_id=\"header-1657113588868\" id=\"header-1657113588868\" style=\"\" class=\"accordions-head head1657113588868 border-none\" toggle-text=\"\" main-text=\"Graduate Certificate in Artificial Intelligence and Machine Learning | University of Wisconsin\">\r\n                                    <span id=\"accordion-icons-1657113588868\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657113588868\" class=\"accordions-head-title\">Graduate Certificate in Artificial Intelligence and Machine Learning | University of Wisconsin<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657113588868 \">\r\n                <p><a href=\"https:\/\/careerkarma.com\/colleges\/university-of-wisconsin-madison\/\"><span style=\"font-weight: 400\">The University of Wisconsin<\/span><\/a><span style=\"font-weight: 400\"> offers this one-year graduate certificate program. This college certificate program is not limited to computer science students. Its curriculum includes four required courses and three elective courses.\u00a0<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Graduate Certificate in Artificial Intelligence and Machine Learning Details<\/span><\/h4>\n<ul>\n<li><b>Cost: <\/b><span style=\"font-weight: 400\">$843\/credit (in-state); $1,683\/credit (out-of-state)<\/span><\/li>\n<li><b>Length:<\/b><span style=\"font-weight: 400\"> 15 credits<\/span><\/li>\n<li><b>Learning Format:<\/b><span style=\"font-weight: 400\"> In-person, online, hybrid<\/span><\/li>\n<li><b>Minimum Education:<\/b><span style=\"font-weight: 400\"> Bachelor\u2019s degree<\/span><\/li>\n<li><b>Other Requirements:<\/b><span style=\"font-weight: 400\"> 2.7 GPA<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    <\/div>\r\n\r\n\r\n\r\n            <\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-machine-learning-graduate-certificate-program-vs-machine-learning-master-s-degree\">Machine Learning Graduate Certificate Program vs Machine Learning Master\u2019s Degree<\/h2>\n\n\n\n<p>There are significant differences between a machine learning graduate certificate program and a machine learning master\u2019s degree. Common differences include the number of required credits, learning outcome, and the career path you can pursue after completing the program.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Number of credits.<\/strong> A master\u2019s degree usually requires 60 credit hours, while the graduate certificate program typically requires 12 to 15 credit hours. A master\u2019s degree includes additional general education courses and a thesis or research project. A graduate certificate program focuses on technical courses and focused electives.<\/li><li><strong>Learning outcome.<\/strong> Students who earn a graduate certificate have proficient machine learning technical knowledge. Those who complete a master\u2019s degree obtain skills in management and research and in-depth theoretical knowledge.<\/li><li><strong>Professional goal.<\/strong> Successful completion of a master\u2019s degree qualifies you for leadership or managerial roles. A graduate certificate gives enough academic experience for higher-paying positions.<\/li><li><strong>Length of course. <\/strong>You can complete a graduate certificate in a year, while a master\u2019s degree can be completed in two years by full-time students.<\/li><li><strong>Financial Aid. <\/strong>You can\u2019t apply for federal financial aid with a graduate certificate program. Master\u2019s degree students can apply for federal financial assistance.&nbsp;<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-online-master-s-degrees\">Best Online Master\u2019s Degrees<\/h2>\n\n\n\n<p>[query_class_embed] online-*subject-masters-degrees<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-master-s-degrees\">Best Master\u2019s Degrees<\/h2>\n\n\n\n<p>[query_class_embed]&nbsp;*subject-masters-degrees<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-is-a-graduate-machine-learning-certificate-worth-it\">Is a Graduate Machine Learning Certificate Worth It?<\/h2>\n\n\n\n<p>Yes, a graduate machine learning certificate is worth it, especially if you want to continue studying for a master\u2019s degree. Most schools allow students to transfer credits from their graduate certificate to a master\u2019s degree program. Even if you don\u2019t plan to study further, a graduate certificate is an important addition to your resume.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-machine-learning-certificate-program-coursework\">Machine Learning Certificate Program Coursework<\/h2>\n\n\n\n<p>Machine learning certificate programs cover a broad field of subjects. Instructor-led training in these popular courses will give you a solid foundation for job readiness. The most common courses include introductions to machine learning, Python programming, data science, statistics, deep learning, and neural networks.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-introduction-to-machine-learning\">Introduction to Machine Learning<\/h3>\n\n\n\n<p>This course gives students basic knowledge of machine learning. The broad introduction includes machine learning models, applications, and machine learning concepts. This includes algorithms and techniques.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-python-programming\">Python Programming<\/h3>\n\n\n\n<p><a href=\"https:\/\/careerkarma.com\/blog\/python-for-artificial-intelligence\/\">Python is a programming language<\/a> commonly used in machine learning and artificial intelligence. It is a high-level language that includes valuable libraries such as the NumPy library, TensorFlow, and Pandas. You can use these in building prototypes for your machine learning application.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-applied-data-science\">Applied Data Science<\/h3>\n\n\n\n<p>This course teaches students to develop their data science skills through practical applications. It includes collecting and analyzing data and making data-driven business decisions to solve real-world problems.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-statistics\">Statistics<\/h3>\n\n\n\n<p>In this course, you will learn the different statistical techniques, exploratory data analysis, statistical pattern recognition, and statistical tools for prediction accuracy. Students learn how to implement statistical methods for data analysis through sampling and experimentation.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-deep-learning-and-neural-networks\">Deep Learning and Neural Networks<\/h3>\n\n\n\n<p>A neural network has a set of algorithms that think like the human brain. This course covers neural network fundamentals, deep learning, and machine learning. Students may require a background in Python programming and Jupyter Notebooks.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-online-college-courses-for-credit\">Best Online College Courses for Credit<\/h2>\n\n\n\n<p>[query_class_embed]&nbsp;online-college-*subject-courses<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-can-you-do-with-a-machine-learning-certificate-from-college\">What Can You Do With a Machine Learning Certificate from College?<\/h2>\n\n\n\n<p>With a machine learning certificate, you can apply for a software development role, engineering job, or analyst position. Several companies like Amazon, Meta, Intel Corporation, and Qualcomm hire machine learning industry experts. These companies offer competitive pay and a generous benefits package.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-machine-learning-jobs-and-careers-with-a-certificate\">Best Machine Learning Jobs and Careers With a Certificate<\/h2>\n\n\n\n<table class=\"course-info-table\">\n<thead>\n  <tr>\n    <th>Job Role<\/th>\n    <th>Average Salary<\/th>\n  <\/tr>\n<\/thead>\n<tbody>\n  <tr>\n    <td>Machine Learning Engineer<\/td>\n    <td>$113,499<\/td>\n  <\/tr>\n  <tr>\n    <td>Software Developer<\/td>\n    <td>$110,140<\/td>\n  <\/tr>\n  <tr>\n    <td>Business Intelligence Developer<\/td>\n    <td>$101,527<\/td>\n  <\/tr>\n  <tr>\n    <td>Business Analyst<\/td>\n    <td>$91,789<\/td>\n  <\/tr>\n  <tr>\n    <td>Data Analyst<\/td>\n    <td>$63,295<\/td>\n  <\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-machine-learning-certificate-jobs-and-careers-explained\">Best Machine Learning Certificate Jobs and Careers: Explained<\/h2>\n\n\n\n<p>The best machine learning certificate jobs and careers include machine learning engineers, software developers, business intelligence developers, business analysts, and data analysts. You can find many job opportunities in this field.<\/p>\n\n\n<div id=\"accordions-115282\" class=\"accordions-115282 accordions\" data-accordions={&quot;lazyLoad&quot;:true,&quot;id&quot;:&quot;115282&quot;,&quot;event&quot;:&quot;click&quot;,&quot;collapsible&quot;:&quot;true&quot;,&quot;heightStyle&quot;:&quot;content&quot;,&quot;animateStyle&quot;:&quot;swing&quot;,&quot;animateDelay&quot;:1000,&quot;navigation&quot;:true,&quot;active&quot;:999,&quot;expandedOther&quot;:&quot;no&quot;}>\r\n                <div id=\"accordions-lazy-115282\" class=\"accordions-lazy\" accordionsId=\"115282\">\r\n                    <\/div>\r\n\r\n    <div class=\"items\"  style=\"display:none\" >\r\n    \r\n            <div post_id=\"115282\" itemcount=\"0\"  header_id=\"header-1657114027979\" id=\"header-1657114027979\" style=\"\" class=\"accordions-head head1657114027979 border-none\" toggle-text=\"\" main-text=\"Machine Learning Engineer | Average Salary: $113,499\">\r\n                                    <span id=\"accordion-icons-1657114027979\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657114027979\" class=\"accordions-head-title\">Machine Learning Engineer | Average Salary: $113,499<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657114027979 \">\r\n                <p><span style=\"font-weight: 400\">These engineers design and develop artificial intelligence systems through statistical analysis, testing, and algorithms. To <\/span><a href=\"https:\/\/careerkarma.com\/careers\/machine-learning\/\"><span style=\"font-weight: 400\">become a machine learning engineer<\/span><\/a><span style=\"font-weight: 400\">, you should have in-depth skills and knowledge of programming languages such as Python, R, and Java.<\/span><\/p>\n<ul>\n<li><b>Average Salary:<\/b> <a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Machine_Learning_Engineer\/Salary\"><span style=\"font-weight: 400\">$113,499<\/span><\/a><\/li>\n<li><b>Job Outlook:<\/b><a href=\"https:\/\/www.bls.gov\/ooh\/computer-and-information-technology\/computer-and-information-research-scientists.htm#tab-6\"><span style=\"font-weight: 400\"> 22% from 2020 to 2030<\/span><\/a><\/li>\n<li><b>Required Education and Experience:<\/b><span style=\"font-weight: 400\"> Master's degree and programming experience in Python<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115282\" itemcount=\"1\"  header_id=\"header-1657114028204\" id=\"header-1657114028204\" style=\"\" class=\"accordions-head head1657114028204 border-none\" toggle-text=\"\" main-text=\"Software Developer | Average Salary: $110,140\">\r\n                                    <span id=\"accordion-icons-1657114028204\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657114028204\" class=\"accordions-head-title\">Software Developer | Average Salary: $110,140<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657114028204 \">\r\n                <p><span style=\"font-weight: 400\">Software developers design, develop, and implement software applications. Machine learning certificates include programming in their curriculum to help you gain the required experience in software development. Practical experience is also important when you apply for a software developer position.<\/span><\/p>\n<ul>\n<li><b>Average Salary:<\/b> <a href=\"https:\/\/www.bls.gov\/ooh\/computer-and-information-technology\/software-developers.htm#tab-5\"><span style=\"font-weight: 400\">$110,140<\/span><\/a><\/li>\n<li><b>Job Outlook:<\/b> <a href=\"https:\/\/www.bls.gov\/ooh\/computer-and-information-technology\/software-developers.htm#tab-6\"><span style=\"font-weight: 400\">22% from 2020 to 2030<\/span><\/a><\/li>\n<li><b>Required Education and Experience:<\/b><span style=\"font-weight: 400\"> Bachelor's degree and experience in software development or any related field<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115282\" itemcount=\"2\"  header_id=\"header-1657114028410\" id=\"header-1657114028410\" style=\"\" class=\"accordions-head head1657114028410 border-none\" toggle-text=\"\" main-text=\"Business Intelligence Developer | Average Salary: $101,527\">\r\n                                    <span id=\"accordion-icons-1657114028410\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657114028410\" class=\"accordions-head-title\">Business Intelligence Developer | Average Salary: $101,527<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657114028410 \">\r\n                <p><span style=\"font-weight: 400\">Business intelligence developers should have database, data analytics, and troubleshooting skills. While a bachelor\u2019s degree is required, a certificate program will also help you gain advanced knowledge of these skills.<\/span><\/p>\n<ul>\n<li><b>Average Salary:<\/b> <a href=\"https:\/\/www.ziprecruiter.com\/Salaries\/Business-Intelligence-Developer-Salary\"><span style=\"font-weight: 400\">$101,527<\/span><\/a><\/li>\n<li><b>Job Outlook:<\/b> <a href=\"https:\/\/www.bls.gov\/ooh\/business-and-financial\/management-analysts.htm#tab-6\"><span style=\"font-weight: 400\">14% from 2020 to 2030<\/span><\/a><\/li>\n<li><b>Required Education and Experience:<\/b><span style=\"font-weight: 400\"> Bachelor\u2019s degree and less than five years work experience in the related field<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115282\" itemcount=\"3\"  header_id=\"header-1657114028787\" id=\"header-1657114028787\" style=\"\" class=\"accordions-head head1657114028787 border-none\" toggle-text=\"\" main-text=\"Business Analyst | Average Salary: $92,969\">\r\n                                    <span id=\"accordion-icons-1657114028787\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657114028787\" class=\"accordions-head-title\">Business Analyst | Average Salary: $92,969<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657114028787 \">\r\n                <p><span style=\"font-weight: 400\">Business analysts solve business problems using technology solutions. They gather and analyze business requirements and provide tech insights. Business analysts should have skills in statistics, business intelligence, data mining, and databases. The machine learning certificate program curriculum covers statistics and other tech topics to help you learn business analyst skills.<\/span><\/p>\n<ul>\n<li><b>Average Salary:<\/b> <a href=\"https:\/\/www.ziprecruiter.com\/Salaries\/Business-Systems-Analyst-Salary\"><span style=\"font-weight: 400\">$92,969<\/span><\/a><\/li>\n<li><b>Job Outlook:<\/b> <a href=\"https:\/\/www.bls.gov\/ooh\/business-and-financial\/management-analysts.htm#tab-6\"><span style=\"font-weight: 400\">14% from 2020 to 2030<\/span><\/a><\/li>\n<li><b>Required Education and Experience:<\/b><span style=\"font-weight: 400\"> Bachelor\u2019s degree and less than five years work experience in the related field<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"115282\" itemcount=\"4\"  header_id=\"header-1657114029149\" id=\"header-1657114029149\" style=\"\" class=\"accordions-head head1657114029149 border-none\" toggle-text=\"\" main-text=\"Data Analyst | Average Salary: $63,295\">\r\n                                    <span id=\"accordion-icons-1657114029149\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657114029149\" class=\"accordions-head-title\">Data Analyst | Average Salary: $63,295<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657114029149 \">\r\n                <p><span style=\"font-weight: 400\">Data analysts collect, interpret, and analyze data and economic trends for better business decisions. They should have excellent Microsoft Excel, Python programming, R programming, Tableau, and Power BI skills. A machine learning certificate program also includes courses related to data analytics.<\/span><\/p>\n<ul>\n<li><b>Average Salary:<\/b> <a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Data_Analyst\/Salary\"><span style=\"font-weight: 400\">$63,295<\/span><\/a><\/li>\n<li><b>Job Outlook:<\/b> <a href=\"https:\/\/www.bls.gov\/ooh\/math\/operations-research-analysts.htm#tab-6\"><span style=\"font-weight: 400\">25% from 2020 to 2030<\/span><\/a><\/li>\n<li><b>Required Education and Experience:<\/b><span style=\"font-weight: 400\"> Bachelor\u2019s degree and any work experience in the related field<\/span><\/li>\n<\/ul>\n            <\/div>\r\n    <\/div>\r\n\r\n\r\n\r\n            <\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-should-i-also-get-a-machine-learning-certification\">Should I Also Get a Machine Learning Certification?<\/h2>\n\n\n\n<p>Yes, you should also get a machine learning (ML) certification because this will help boost your job applications. Certifications demonstrate that you have the essential skills and knowledge in this field. Passing a certification exam means you are competitive and qualified to do the job.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-machine-learning-certifications\">Best Machine Learning Certifications<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Professional Machine Learning Engineer. <\/strong>Google cloud offers this certification program to evaluate your skills in identifying ML problems, creating solutions, and developing ML models. The two-hour certification exam consists of multiple-choice questions. You can take the online-proctored or onsite-proctored exam.<\/li><li><strong>AWS Certified Machine Learning \u2013 Specialty. <\/strong>This certification specialty exam by AWS will assess your skills in creating ML models for Amazon Web Services. Your experience in AWS cloud services can help you pass the exam. The 180-minute exam has 65 questions.&nbsp;<\/li><li><strong>Microsoft Certified: Azure Data Scientist Associate. <\/strong>Microsoft offers this professional certificate in data science to measure your skills in Azure machine learning. You can take either the free online or the instructor-led exam that costs $165.<\/li><li><strong>TensorFlow Developer Certificate. <\/strong>TensorFlow provides this professional certificate program to test your skills in ML applications using TensorFlow. This is a five-hour performance-based exam that you can take online.<\/li><li><strong>Certified Machine Learning Master (CMLM). <\/strong>This machine learning certification exam by the Global Skill Development Council will validate your skills in ML approaches, algorithms, and best practices.&nbsp;<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-professional-certifications\">Best Professional Certifications\u00a0<\/h2>\n\n\n\n<p>[query_class_embed]&nbsp;*subject-certifications<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-is-a-college-certificate-for-machine-learning-worth-it\">Is a College Certificate for Machine Learning Worth It?<\/h2>\n\n\n\n<p>Yes, a college certificate for machine learning is worth it because it qualifies you for several in-demand jobs, and you can also use it for educational advancement. Undergrad students planning to pursue a <a href=\"https:\/\/careerkarma.com\/blog\/best-machine-learning-masters-degrees\/\">Master\u2019s Degree in Machine Learning<\/a> can enroll in a certification program to gain advanced skills in machine learning.&nbsp;<\/p>\n\n\n\n<p>A certificate also allows working professionals with a bachelor\u2019s degree to learn the latest skills in machine learning and advance their knowledge without needing a master\u2019s degree.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-machine-learning-certificates-faq\">Machine Learning Certificates FAQ<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1657112748081\"><strong class=\"schema-faq-question\">What are the examples of machine learning real-world applications?<\/strong> <p class=\"schema-faq-answer\">Examples of machine learning (ML) real-world applications are high-tech solutions and devices such as self-driving cars, online fraud detectors, and virtual personal assistants. ML is also used in object recognition, speech recognition, cancer detection, traffic prediction, and email spam recognition.<br\/><br\/><\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1657112749122\"><strong class=\"schema-faq-question\">How to apply for machine learning jobs?<\/strong> <p class=\"schema-faq-answer\">To apply for machine learning jobs, check the company\u2019s official website for job openings. Read the application process and requirements before sending your application. You can also visit third-party sites such as Indeed, LinkedIn, and Glassdoor to look for machine learning job opportunities.<br\/><br\/><\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1657112749875\"><strong class=\"schema-faq-question\">What programming languages does a machine learning certificate program curriculum include?<\/strong> <p class=\"schema-faq-answer\">The most common programming languages in a machine learning certificate program are Python, SQL, and R. These are commonly used in statistics and developing AI systems. These languages contain useful libraries and components for machine learning and AI.<br\/><br\/><\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1657112750634\"><strong class=\"schema-faq-question\">Is machine learning hard to learn?<\/strong> <p class=\"schema-faq-answer\">Machine learning is not hard to learn for people with a background in programming, mathematics, or computer science. Machine learning requires an understanding of STEM. Beginners should first study Python programming courses.<\/p> <\/div> <\/div>\n","protected":false},"excerpt":{"rendered":"Machine learning certificates provide foundational knowledge and skills through fundamental courses and practical projects. Working professionals with a machine learning bachelor\u2019s degree can also boost their in-demand skills and knowledge through machine learning college certificate programs. Elite universities offer machine learning certificate programs with hands-on exercises taught by industry practitioners. These courses give a practical&hellip;","protected":false},"author":143,"featured_media":115266,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[40977],"tags":[],"class_list":{"0":"post-115265","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-certifications"},"acf":{"post_sub_title":"","sprint_id":"May 23","query_class":"*subject-grad-undergrad-certificate","school_sft":"","parent_sft":"","school_privacy_policy":"","has_review":null,"is_sponser_post":"","is_guest_post":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Machine Learning Certificates<\/title>\n<meta name=\"description\" content=\"Learn about the best machine learning certificates that will give you the education you need to start a 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