The continuation of DS Beginner level. You will learn more high-level techniques to apply to a data science project.
a. Dealing with large data storage
b. Practice exercises
a. Advanced Visualization
a. Principal Component Analysis
a. Reproducible research
a. Choose a Kaggle learning competition
a. Introduction to Machine Learning
a. Lesson 2-5 in ML Beginner
a. Update last Kaggle competition with Machine Learning
Learn basic programming with Python / R. Develop understanding of data structure. Gain skills to use regression model to predict continuous value.