Xccelerate

This course is a fundamental set of concepts and tooling we put together to help you kick-start practicing people-centric design for digital products. Within these six weeks, you will get practice in UX research, rapid prototyping, design systems and more. Together we will build simple apps, perform UX research, apply insights across platforms and finish with you focusing on your personal portfolio project

This is a practical course that will equip you with the R Programming techniques to get familiar with an array of popular machine learning models, ranging from the basic Multiple Linear Regression, K-Means Clustering, Random Forest to the advanced Artificial Neural Network and Convolutional Neural Network (CNN). In particular, you will understand why a computer can recognize your hand-written digits and an image with application of Deep Learning techniques. It is worth mentioning that this is a unique course that combines Financial Data Analysis, Machine Learning and elementary Deep Learning techniques. You will learn from the basics and no programming skill is assumed. To many people, data science is a difficult mathematical subject. Instead, we would not adopt a rigorous mathematical teaching approach during the curriculum. Our experienced trainer will use many life-like analogies to illustrate abstract concepts, you will certainly be able to learn Machine Learning Models with confidence and fun.