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This online course explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...

This online course teaches how to program and code in Python 3. In approximately 30 hours of video lectures, this course teaches the basics of Python. No prior knowledge is...

This online course program explores the fundamentals of data science. The courses include topics such as data science tools and methods, SQL and Python, and machine learning...

This course covers the concepts and tools to understand, analyze, and interpret data from next generation sequencing experiments. It teaches the most common tools used in...

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 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 program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...

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...

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...

This online course explores how machine learning can be used to solve financial data problems and create informative insights and predictions. The course is designed for anyone...

This online course gives an introduction to writing simple programs in Python for learners with no previous programming experience.

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 explores algorithmics and graph theory using Python.

This course will show how one can treat the Internet as a source of data. Students will scrape, parse, and read web data as well as access data using web APIs and will work with...

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...

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 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 program gives an introduction to computer science for artificial intelligence programmers. No prior experience is required.It first gives a general overview...

This online course series explores the fundamentals of data structures and algorithms with a focus on data science applications. It is designed for learners who are interested...

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