Statistics in Machine Learning
24 hours
Forty-four lessons covering the statistics behind machine learning, from sampling to hypothesis testing and interview questions.
Technology is the widest part of this catalogue, and the place most people start. Underneath it sit cloud computing, artificial intelligence, cybersecurity, data science, web development, DevOps, databases, game development, UX/UI design, product management and more, each with its own page and its own filters.
Most of what is listed here is pitched at beginners, and a large share costs nothing to begin. Courses come from YouTube creators working in the open alongside structured programmes from Noble Desktop and the UC San Diego Division of Extended Studies, so a first hour of curiosity and a paid certificate track sit side by side rather than in separate worlds.
Every course is compared on the same terms: level, length, price, whether it ends in a certificate, and who stands behind it. Use the filters to narrow by subject, by level or by length, and open any course to see where it is taught before you commit an afternoon to it.
220 courses
24 hours
Forty-four lessons covering the statistics behind machine learning, from sampling to hypothesis testing and interview questions.
5 hours
Six hours of statistics for data science in one sitting, from descriptive measures through distributions to hypothesis testing.
7 hours
Thirty-two lessons building real games in PyGame, from drawing a shape on screen to sprite animation and a finished platformer.
1 lesson, 59 minutes
A single session, 59 minutes, published on YouTube by storytelling with data. Watched here on the course page.
1 lesson, about 2 hours
A single session, about 2 hours, published on YouTube by Flourish. Watched here on the course page.
1 lesson, 53 minutes
A single session, 53 minutes, published on YouTube by storytelling with data. Watched here on the course page.
1 lesson, 51 minutes
A single session, 51 minutes, published on YouTube by storytelling with data. Watched here on the course page.
1 lesson, about 2 hours
A single session, about 2 hours, published on YouTube by Pragmatic Works. Watched here on the course page.
1 lesson, 49 minutes
A single session, 49 minutes, published on YouTube by Intellipaat. Watched here on the course page.
1 lesson, about 3 hours
A single session, about 3 hours, published on YouTube by Sheryians AI School. Watched here on the course page.
1 lesson, about 4 hours
A single session, about 4 hours, published on YouTube by WsCube Tech. Watched here on the course page.
1 lesson, about 5 hours
A single session, about 5 hours, published on YouTube by Coding With Sagar. Watched here on the course page.
1 lesson, 60 minutes
A single session, 60 minutes, published on YouTube by Derek Banas. Watched here on the course page.
1 lesson, 51 minutes
A single session, 51 minutes, published on YouTube by Intellipaat. Watched here on the course page.
1 lesson, about 3 hours
A single session, about 3 hours, published on YouTube by Coding With Sagar. Watched here on the course page.
1 lesson, about 1 hour
A single session, about 1 hour, published on YouTube by Bro Code. Watched here on the course page.
1 lesson, about 1 hour
A single session, about 1 hour, published on YouTube by NeuralNine. Watched here on the course page.
1 lesson, about 2 hours
A single session, about 2 hours, published on YouTube by freeCodeCamp.org. Watched here on the course page.
1 lesson, about 1 hour
A single session, about 1 hour, published on YouTube by Code with Josh. Watched here on the course page.
1 lesson, about 1 hour
A single session, about 1 hour, published on YouTube by Onur Baltaci. Watched here on the course page.
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