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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 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...
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 series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...
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 online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...
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 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 shows how to build deep learning agents with neural networks.
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 how to use Python to conduct rigorous financial analysis and pursue algorithmic trading.
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...
This program includes 5 individual online courses and gives learners a comprehensive introduction to Deep Learning as a key building block of artificial intelligence.Learners...
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 provides a series of Python programming exercises intended to explore the use of numerical modeling in climate sciences. The scientific background for these...
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 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 gives an introduction to test-driven software development, including the core concepts and the types of testing. Some prior knowledge of the Python...
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 use Python to analyze, visualize and present data.
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