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This series of online courses explores the fundamental building blocks of data science, including statistics, data analysis, data visualization, programming with SQL and Python,...

This online course teaches the fundamental building blocks of programming. The course includes seven modules that show how to write short programs using the Python language. It...

This online course program explores concepts of statistical analysis and shows how to use Python to perform data analyses. The courses include data visualization, inferential...

This online course teaches how to to create Deep Learning algorithms in Python. The course includes more than 20 hours of video lectures.

This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.

This course gives an introduction to computer science and programming. Students will learn about: notions of computation, the Python programming language, some simple...

This online course helps to learn the foundations of probability and statistics.

This online course program shows best practices of how to integrate test-driven software development into the programming workflow. The goal is to be able to write code that...

This online course shows how to use the Django 1.10 framework with Python 3.

This online course teaches about comprehensive data mining and machine learning with Python and Spark.

This online course gives an introduction to Python programming. It covers concepts such as expressions, variables, functions, logic, and conditionals.

This online course shows how to solve partial differential equations with numerical methods and Python. The methods shown in this course are used in engineering, natural...

This online course gives an introduction to test-driven software development, including the core concepts and the types of testing. Some prior knowledge of the Python...

After this course students will have a solid understanding about systematic debugging, will know how to automate debugging and will have built several functional debugging tools...

This sequence of online courses teaches the key concepts of the Python programming language. The sequence includes several short video courses, for beginners as well as for more...

The course will teach students how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem...

Taking this course, students will learn the basics of SQL (the Structured Query Language) and database design, as well as the Python API for connecting Python code to a database.

This online course program teaches the basic skills required for full-stack application development, including front-end development of websites and programming applications...

This online course program teaches the key concepts of Django, a Python-based, free and open-source web framework that follows the model-template-views architectural pattern and...

This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...