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This series of online courses explores algorithmic techniques for solving problems arising in computer science applications. It includes a deeper understanding of algorithms by...

This series of online courses explores the fundamental building blocks of computer science, including programming, development, algorithms, and data structures. The program...

This course focused on ethics specifically related to data science will provide students with the framework to analyze these concerns. This framework is based on ethics, which...

This online course teaches Python step by step for beginners. It includes more than 100 short video lessons, covering topics from the object and data structure basics to...

In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

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

This online course explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...

This course teaches how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication and explores...

This online course is the first step of the Clinical Data Science Specialization. The course will teach learners how data is gathered, how data is formed, as well as basic SQL...

This online course gives an introduction to linear algebra, which is used in applications such as statistics and data science.

This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...

This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

This course is an introduction to the main tools and ideas in the data scientist's toolbox. The course gives an overview of the data, questions, and tools that data analysts and...

This online course series gives an introduction to programming in Python for data science, including data analysis and visualization.

This course will cover the theory and the fundamentals of the emerging science of Sabermetrics. Students will discuss the game of baseball, not through consensus or a fan's...

This series of online courses teaches to analyze and visualize data in R and created reproducible data analysis reports, to understand the unified nature of statistical...

This online course gives an introduction to the most common open science practices. It aims to empower researchers to conduct, support, and disseminate research efficiently and...

This short online course gives an overview of what data science is.

This online course program gives an introduction to key digital technologies shaping the modern business environment. The courses are designed for beginners with no technical...

This online course gives an introduction to data science. It includes the data science toolbox of mathematics, statistics, Python, advanced statistics in Python, machine...