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

This online course shows how to use IBM's Personality Insights API and interact with Twitter; participants should be familiar with Python for this course.

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 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 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 gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...

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 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 to create machine learning algorithms in Python and R.

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...

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.

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

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

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

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 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 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 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...