Overview This is the second course in the 3-course Machine Learning Series and is offered at Georgia Tech as CS7641. Taking this class here does not earn Georgia Tech credit. Ever wonder how Netflix can predict what movies you’ll like? Or how Amazon knows what you want to buy before you do? The answer can …
Overview In this course you’ll learn the basic Linux fundamentals every web developer needs to know to share their web applications with the world! You’ll get a basic Python WSGI application up and running within a Vagrant virtual machine that queries data from a PostgreSQL database. You’ll start by exploring various Linux distributions and learning …
Overview In this course, you’ll learn how to setup your development, get super productive during daily work and iteration, prevent yourself and your site from disasters and save a lot of time and effort with automatic optimization and automation. Finally, you’ll learn how to do all this while being confident your code runs on a …
Overview This course will cover the design and analysis of A/B tests, also known as split tests, which are online experiments used to test potential improvements to a website or mobile application. Two versions of the website are shown to different users – usually the existing website and a potential change. Then, the results are …
Overview This course explores how the Gradle build tool compiles and packages apps, and you’ll learn to customize the build process. The first half of this course is for anyone interested in Gradle, build automation, and continuous delivery of software. The latter half of the course reveals the magic that happens after you hit the …
Overview A quick, one-lesson introduction to the Unix-style command-line environment. This course is intended to get you up to speed on the shell — using a terminal, managing files and directories, and running command-line programs. Syllabus
Overview The AI Product Manager Nanodegree Program offers a comprehensive overview of AI and machine learning for business. It covers the basics of AI, creating a business case for AI, and measuring success. Learners will also learn to create a high-quality dataset, design annotation instructions, and build a medical imaging classification system. The program covers …
Overview In this course you’ll learn how to write JavaScript applications with confidence, using the red-green-refactor workflow. You’ll write comprehensive suites of tests that validate your application is functioning as intended at all times. You’ll start by exploring how other industries use a variety of tests and the value it provides. You’ll then start writing …
Overview The objective of this course is to learn the theory and practice behind building automatic translators (compilers) for higher level programming languages and to engineer and build key phases of a compiler in Java or C++ for a small language. Syllabus
Overview Learn how to build deep learning applications with TensorFlow. This course was developed by the TensorFlow team and Udacity as a practical approach to deep learning for software developers. You’ll get hands-on experience building your own state-of-the-art image classifiers and other deep learning models. You’ll also use your TensorFlow models in the real world …
