MEAN Stack Web Developer with Data Science Fundamentals

The MEAN stack web developer course portion introduces you to building dynamic web applications with MongoDB, Express, AngularJS, and Node.js. You will learn about essential JavaScript-based technologies, async programming, and MVC design techniques. You will also walk through establishing database connectivity and secure user authentication. Once complete, you will have the basic skills needed to create full-fledged JavaScript-based web solutions from server to browser, and integrate all MEAN stack technologies into full working systems.

The Data Science Fundamentals content teaches the foundational concepts, theory, and techniques you need to know to become an effective data scientist. The material is presented with applied, example-driven lessons in Python and its associated ecosystem of libraries, where you get your hands dirty with real datasets and see real results. At the conclusion of the course, you will have analyzed a number of datasets, built a handful of applications, and applied machine learning algorithms in meaningful ways to get real results. Along the way, you will learn the best practices and computational techniques used by professional data scientists. More specifically, you will learn how to acquire data that is openly accessible on the Internet by working with APIs and parse XML and JSON data to load it into a relational database.