Welcome to the AWS Machine Learning Data Science Capstone project where you’ll build, train, and test a machine learning model from the ground up! Here, you clean data, conduct feature engineering, compare algorithms, and get a firsthand look at how Amazon employees working with machine learning approach ML pipelines.
This project synthesizes the math-based topics you learned in the Machine Learning Data Scientist path, with demonstrations from some of Amazon’s machine learning experts and the chance for you to build it all yourself. You’ll use machine learning to solve a real-life business challenge that the Amazon Studios team faced in the past. Because the Studios team is relied on to generate exquisite, fresh content such as The Amazing Mrs. Mazel, Sneaky Pete, and Manchester by the Sea – and that content needs to resonate with a wide range of viewers – predicting what customers will really enjoy, matters.
If you have experience building machine learning pipelines and you want to get to it, we suggest you jump right to “I’m Ready to Build”.