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

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

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.

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 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...

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

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

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...

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

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

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 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...