Microsoft Education Open Source Curricula - WebDev, IOT, AI, Machine Learning and Data Science

Published Jul 06 2022 02:13 PM 935 Views
Microsoft

Microsoft Open Source Curricula

Here you will find curated, semester-long experiences for students and educators who would like to use this MIT-licensed content in their classrooms.

Title Description
Web Development for Beginners, 24 lessons A curriculum with 24 lessons, assignments and five projects to build. Covers HTML, CSS and JavaScript. Also includes Pre- and Post- Quizzes. Made with teachers in mind, or as self paced learning
Machine Learning for Beginners, 25 lessons A curriculum with 25 lessons with assignments covering classic Machine Learning primarily using Scikit-learn. Covers Regression, Classification, Clustering, NLP, Time Series Forecasting, and Reinforcement Learning, with two Applied ML lessons. Also includes 52 Pre- and Post- Quizzes. Made with teachers in mind, or as self paced learning
IoT for Beginners, 24 lessons A curriculum with 24 lessons with assignments all about the Internet of Things. The projects cover the journey of food from farm to table. This includes farming, logistics, manufacturing, retail and consumer - all popular industry areas for IoT devices. Also includes Pre- and Post- Quizzes. Made with teachers in mind, or as self paced learning
Data Science for Beginners, 20 lessons A curriculum with 20 lessons with assignments all about Data Science. Lessons cover the data science lifecycle from definition to deployment. Also includes Pre- and Post- Quizzes. Made with teachers in mind, or as self paced learning
AI for Beginners, 24 lessons A curriculum with 24 lessons with assignments all about Artificial Intelligence. Lessons cover AI topics such as neural networks using frameworks such as TensorFlow and PyTorch. Also includes Pre- and Post- Quizzes. Made with teachers and students in mind, or as self paced learning
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Last update:
‎Jul 22 2022 02:18 AM
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