In this step-by-step guide you will learn:

– The very basics of Machine Learning that all beginners need to master
– Association Analysis used in the retail and E-commerce space
– Recommender Systems as you’ve seen online, including Amazon
– Decision Trees for visually mapping and classifying decision processes
– Regression Analysis to create trend lines and predict trends
– Data Reduction and Principle Component Analysis to cut through the noise
– k-means and k-Nearest Neighbor (k-NN) Clustering to discover new data groupings
– Introduction to Deep Learning/Neural Networks
 Bias/Variance to optimize your machine learning model
– How to build your first machine learning model to predict video game sales.
– Careers in the field