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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 the basics of programming computers using Python. The course covers the basics of how to construct a program from a series of simple instructions in...

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 shows more than 15 hands-on examples of analyzing large data sets with Apache Spark.

This series of online courses gives an introduction to Data Analysis using the Python programming language.

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

This online course provides a series of Python programming exercises intended to explore the use of numerical modeling in climate sciences. The scientific background for these...

This online course shows how to build deep learning agents with neural networks.

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

In this course students will learn about audio signal processing methodologies that are specific for music and of use in real applications. They will learn to analyse,...

This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...

This online course teaches how to write high-quality code that runs correctly and efficiently.  Students will design, code and validate programs and learn how to compare...

This online course teaches how to program in Python, a powerful and popular programming language. Many students learn Python as their first programming language.

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 gives a detailed introduction to building websites and mobile apps. It includes HTML, CSS, Javascript, PHP, Python and MySQL. 300 short video lectures explain...

This two-part course is designed to be a fun introduction to the basics of programming in Python. The main focus will be on building simple interactive games such as Pong,...

This online course gives an introduction to Python programming. It also includes two Python libraries — Numpy, a scientific computing package, and Pandas, a data manipulation...

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

This course will introduce students to the basics of the Structured Query Language (SQL) as well as basic database design for storing data as part of a multi-step data...

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