Data-Science-and-Machine-Learning

Data-Science-and-Machine-Learning

All the materials(notes, slide, handouts, books, code), you will find in the course home page.

Course Home

Machine Learning Specialization by Andrew Ng https://www.youtube.com/playlist?list=PLkDaE6sCZn6FNC6YRfRQc_FbeQrF8BwGI

Neural Networks and Deep Learning (Course 1 of the Deep Learning Specialization) https://www.youtube.com/playlist?list=PLkDaE6sCZn6Ec-XTbcX1uRg2_u4xOEky0

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization (Course 2 of the Deep Learning Specialization) https://www.youtube.com/playlist?list=PLkDaE6sCZn6Hn0vK8co82zjQtt3T2Nkqc

Structuring Machine Learning Projects (Course 3 of the Deep Learning Specialization) https://www.youtube.com/playlist?list=PLkDaE6sCZn6E7jZ9sN_xHwSHOdjUxUW_b

Convolutional Neural Networks (Course 4 of the Deep Learning Specialization) https://www.youtube.com/playlist?list=PLkDaE6sCZn6Gl29AoE31iwdVwSG-KnDzF

Sequence Models (Course 5 of the Deep Learning Specialization) https://www.youtube.com/playlist?list=PLkDaE6sCZn6F6wUI9tvS_Gw1vaFAx6rd6

Data Science Book

Data-Science-Concepts-and-Practice-2nd-Edition-3

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