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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...

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...

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

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

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

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

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

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.

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

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 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 fundamental building blocks of programming. The course includes seven modules that show how to write short programs using the Python language. It...