You'll learn
You’ll learn
You'll learn
You’ll use Python to collect, wrangle, and clean data. You will become fluent in using powerful Python libraries like Pandas and NumPy to explore your data and conduct statistical analyses.
Data Visualization & Reporting
You’ll learn to present your data beautifully using Matplotlib and Seaborn as well as learning how to create interactive data visualizations with D3.js.
Data Infrastructure
You’ll deploy your machine learning systems on modern architectural components including Docker containers and AWS to distributed computing with Spark. You will apply techniques to test and monitor your services.
Machine Learning
You’ll delve into the world of machine learning with the two frameworks scikit-learn and TensorFlow. You will build machine learning systems ranging from simple linear regression to state-of-the-art deep learning systems.
SQL & NoSQL
You’ll organize your data in SQL databases like PostGreS and in NoSQL databases like MongoDB. You will learn to convert data between widespread formats like JSON and CSV and run efficient queries on your databases.
Git & Github
You'll use Git and Github throughout for the course to utilize collaboration & version control of your code.
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