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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...

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...

This online course series teaches the fundamentals of programming in Python 3. Participants should have some basic prior programming experience.

This course will introduce the learner to network modelling through the networkx toolset. Used to model knowledge graphs and physical and virtual networks, the lens will be...

This class provides an introduction to the Python programming language and the iPython notebook. This is the third course in the Genomic Big Data Science Specialization from...

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

This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods.

This online course teaches how to use Python to analyze, visualize and present data.

This online course program teaches the fundamentals of programming with Python for AI projects such as neural networks.

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

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,...

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

This course will introduce the learner to text mining and text manipulation basics.

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 use Python to conduct rigorous financial analysis and pursue algorithmic trading.

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 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 bridges the gap between introductory and advanced courses in Python. It includes:Python 3 programming basics (a review)Python tools (e.g., NumPy and SciPy...