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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 a basic introduction to the field of deep learning and to building a deep learning model using the Keras library. Some prior knowledge of Python and...

This online course teaches how to use Python to conduct rigorous financial analysis and pursue algorithmic trading.

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 teaches deriving and implementing word2vec, GLoVe, word embeddings, and sentiment analysis with recursive nets.

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

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 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 teaches the fundamentals of programming in Python and how to analyze data and make data-driven decisions.

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...

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

This online course program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...

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 series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.

This online course series gives an introduction to the key skills needed for data science, including probability and statistics, data analysis, and machine learning. Students...

This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the...

This online course gives an introduction to self-driving cars. It teaches the essentials of building a self-driving car, using Python and C++.