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The course will teach students how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem...

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

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 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...

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

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

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 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 to find numerical solutions to systems of differential equations. They will write code in Python to fight forest fires, rescue the Apollo 13...

In this course, students will go beyond basic data analysis tools to develop multiple linear regression and logistic regression models to address their research question more...

This online course program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...

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

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

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 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 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 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,...

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,...