Are you looking to develop as a data science professional through data science courses in NYC? Data science uses scientific methods and processes to derive insights from data. It is relevant to many fields and has become essential to running a business in our digital economy.
Big data and business analytics have essentially led to a surge in demand for professionals who understand data science. Many tech professionals, like software engineers and programmers, also dabble in data science.
Read on to find out what classes you can take to become a data science expert in New York City.
What Does a Data Scientist Do?
Data scientists collect information and draw insights. They then use those insights to solve problems.
Data science is applicable in many fields. From e-commerce to web and mobile apps, data scientists’ work influences much of what you see.
Data scientists work closely with other departments within a company, particularly marketing and communications. They analyze data and make recommendations about what the company can do to optimize its goals.
What Jobs Can I Get in Data Science?
There are many kinds of data scientists. Below are some of the most common fields within data science and how they are different.
Data scientists develop programs to analyze data and derive solutions to solve data problems. They may use technologies like machine learning with the programming language Python and other programming tools.
Data engineers figure out how to analyze data. They may create and maintain databases as they optimize data.
A data analyst analyzes data using existing programs but does not need to develop new programs. It is an entry-level role in data science.
Is Data Science Right for Me?
Data science is an exciting, up-and-coming field that anyone can go into. If you have an analytical mind, you will learn quickly and understand concepts in data science more easily.
Data scientists should also feel comfortable working with numbers and statistics. Ultimately, they must explain complex topics to colleagues in other departments, so they should also feel comfortable communicating.
Data Science Bootcamps and Courses in NYC
There are many excellent options for learning data science in New York City. You can enroll in an intensive bootcamp course, or take a one-off class. Below are the top institutions in the city for learning data science.
Course: Data Science Bootcamp
Time: 5 to 15 months/3.5 months
Career Karma has ranked the Flatiron School as the #1 Data Science Bootcamp in 2020.
This bootcamp is for students aspiring to land a job as a data scientist or data analyst. Flatiron School strives to teach in-demand skills to help aspiring data science professionals reach their goals. The main pillars of the course are:
- Curated Community: Flatiron School is all about helping you build community with like-minded peers.
- Passionate Instructors: Instructors have both industry and teaching experience.
- Money-Back Guarantee: Flatiron School isn’t just a school, it’s a career placement and coaching agency. Flatiron School guarantees that you will land a job within six months of graduating, otherwise you are guaranteed a refund.
Career coaching is a major part of Flatiron School’s bootcamp. Flatiron provides students with one-on-one career coaching and access to major networking opportunities.
Flatiron School offers three payment financing options. Students can pay upfront, with a loan, or after they have landed a job.
The data bootcamp curriculum includes:
- Data with Python and SQL: Learn basic Python programming for working with data
- Statistics, A/B testing, and linear regression model
- Machine Learning
- Big data, deep learning, and natural language processing
- An advanced data science capstone project
NYC Data Science Academy
This is another major data science bootcamp in New York City. NYC Data Science Academy focuses exclusively on providing professional training in data science. It offers a standard bootcamp, as well as courses in data science with R, data science mastery, and data science launchpad with Python.
Time: 12 weeks
This course promises to be cutting edge. It is the only bootcamp that teaches Python and R with machine learning, data visualization, and data analytics. It is also career-oriented, promising invaluable lifelong career support for all graduates.
The well-established program also gives graduates access to a vast network of other data scientist professionals. The project-based program means students can work directly with professionals in real-world learning opportunities.
The curriculum includes:
- Required online prep of over 40 hours of online tutorials
- Basic data science toolkit
- Data science with R and data analytics
- Data science with Python and data analytics
- Data science with R and machine learning
- Data science with Python and machine learning
- Data science: advanced topics
- Capstone Project: program participants use their new skills to solve a business problem using real data sets.
General Assembly New York is one of the institute’s 20 offices worldwide. The company has grown from a co-working space into a premier professional tech training school.
At General Assembly NYC, you can enroll in immersive programs in data science, UX design, software engineering, and digital marketing. You can also take individual part-time courses in data science and data analytics.
Time: 12 weeks
This data science immersive is a 12-week bootcamp typically based in General Assembly’s Manhattan office but currently taught remotely due to COVID-19. This immersive course is the best option for complete transformation.
GA also sets you up with a career coach at the very beginning of the course. The school’s many outposts worldwide mean that it offers exclusive networking opportunities to help you get your foot in the door.
GA’s Career Services Program is a proven success. According to its website, 91.4 percent of GA students secure a full-time job within their field of study within 180 days of graduation.
The data immersive curriculum is split into five units:
- Data Science Fundamentals
- Exploratory Data Analysis
- Classical Statistical Modeling
- Machine Learning Models
- Advanced Topics and Trends
The program also offers financing options. Students can choose a three-part payment plan. It also has a women’s scholarship opportunity called the “See Her Excel Tuition Discount” for women in tech.
Time: 10 weeks
The overall goal of the course, which is currently being taught online, is to create predictive models with statistics and Python. By the end of the course, students should be capable of solving complex machine learning problems.
GA also offers an individual part-time data science course for students who need flexibility. The format is ideal for full-time professionals who cannot attend a bootcamp. That being said, keep in mind that this course covers less ground than the immersive class.
Considering that students in this program are often taking the class to improve their skills for their current role, GA suggests asking your employer to cover the cost.
The curriculum includes 25 hours of online prep work focusing on Python, statistics, and applied math. The actual course focuses on the following fundamentals:
- Python programming
- Exploratory data analysis
- Data modeling
- Machine learning
Finally, students must complete a capstone project to add to their professional portfolio. This project requires students to use machine learning to solve a real-world data problem.
Byte Academy is another excellent data science option in NYC.
Time: 10 weeks/26 weeks
Byte Academy’s Data Science Bootcamp offers the most competitive price on this list. It also offers a robust curriculum that covers key topics in data science, including:
- Data visualization
- Machine learning
The program also features a personalized AI tutor and mentor known as AIZA. This is a unique feature that none of the other programs in this article offer. Byte Academy also provides career support and has connections at top tech companies.
Metis by Kaplan
Metis, a branch of Kaplan, is a newer professional training course program with bases in New York City, Chicago, and San Francisco.
Metis offers data science training for professionals hoping to gain expertise in data science. They also offer corporate training for teams who want to gain fundamental data science knowledge.
Should I Take a Data Science Course in NYC?
Considering that data science jobs have grown by 650 percent since 2012, launching a career in data science is a no-brainer.
Data science is so in-demand that it is common for data scientists to start in the field through nontraditional education paths like bootcamps. Ten years ago, switching careers was more difficult, but bootcamps are now training a new generation of data scientists.
According to the Bureau of Labor Statistics, the average annual salary for a data scientist in 2019 was $100,560. So, the tuition rates for the bootcamps and programs on this list make sense when compared to the earning potential of this job.
These programs are confident that their graduates will be employed soon after course completion. The price is an investment in your future career in data science.
If you’re still on the fence about taking the plunge, take a deep dive into the testimonials and student profiles of other people who have attended these training schools. Once you see whether the students have been successful, you can choose which school is right for you.
It’s worth investing to gain the necessary skills for a new and exciting career path in data science.