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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 program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...

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...

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

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

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 series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...

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 program includes 5 individual online courses and gives learners a comprehensive introduction to Deep Learning as a key building block of artificial intelligence.Learners...

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...