Data Science

MITx: Probability – The Science of Uncertainty and Data

Build foundational knowledge of data science with this introduction to probabilistic models, including random processes and the basic elements of statistical inference — Part of the MITx MicroMasters program in Statistics and Data Science. About this course The world is full of uncertainty: accidents, storms, unruly financial markets, noisy communications. The world is also full of …

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MITx: Introduction to Computer Science and Programming Using Python

About this course This course is the first of a two-course sequence: Introduction to Computer Science and Programming Using Python, and Introduction to Computational Thinking and Data Science. Together, they are designed to help people with no prior exposure to computer science or programming learn to think computationally and write programs to tackle useful problems. …

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HarvardX: Data Science: Machine Learning

About this course Perhaps the most popular data science methodologies come from machine learning. What distinguishes machine learning from other computer guided decision processes is that it builds prediction algorithms using data. Some of the most popular products that use machine learning include the handwriting readers implemented by the postal service, speech recognition, movie recommendation …

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HarvardX: CS50’s Introduction to Programming with Python

About this course An introduction to programming using a language called Python. Learn how to read and write code as well as how to test and “debug” it. Designed for students with or without prior programming experience who’d like to learn Python specifically. Learn about functions, arguments, and return values (oh my!); variables and types; …

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