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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 course explores computational methods -- algorithms and data structures -- for analyzing DNA sequencing data. Topics include DNA, genomics, and how DNA sequencing is used....

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 teaches how to to create machine learning algorithms in Python and R.

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 teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.

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

This series of online courses (MOOCs) gives an introduction to the programming language Python.It teaches fundamental programming concepts including data structures, networked...

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

This online course program explores advanced topics in web development with Django. It is assumed that learners are familiar with Python and Django basics. The program covers...

In this course, students will learn to find numerical solutions to systems of differential equations. They will write code in Python to fight forest fires, rescue the Apollo 13...

In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.

This online course program gives an introduction to key concepts and applications in Deep Learning, including various kinds of neural networks for supervised and unsupervised...

The Raspberry Pi is a small, affordable single-board computer that students will use to design and develop fun and practical IoT devices while learning programming and computer...

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...

This online course series teaches key programming concepts in Python 3 needed to perform common scripting tasks.

In this course, students will go beyond basic data analysis tools to develop multiple linear regression and logistic regression models to address their research question 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...

This online course teaches about Python for data structures, algorithms and interviews.