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I've found this course very interesting and well taught by Brian Yu and David J. Malan (Harvard University).
For me is a great introductory course with challenging exercises.
Course's Syllabus:
0. Search
1. Knowledge
2. Uncertainty
3. Optimization
4. Learning
5. Neural Networks
6. Language
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Removed inaccessible courses: 6.033 MIT and CS24 CalTech
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Added new courses: 6.S081 MIT (2020)
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added new resource for math under math for data scientist section
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Updating course link
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DL, Security courses
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University of Bonn courses on Robotics and Vision.
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Fixing CS50 link
2020-10-08 19:38:45 +05:30
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Added DL, NLP courses
2020-09-06 14:30:24 +05:30
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Add Intro database system CMU 2019
2020-09-06 14:23:11 +05:30
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COMS 4995 Columbia, CS 124 Stanford, 18.065 MIT
2020-07-16 01:38:18 +05:30
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Formatting fix.
2020-07-05 13:31:28 +05:30
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MIT 6.824 Distributed Systems
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added introduction to computer systems stanford
2020-05-28 21:30:23 +05:30
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02402 Statistics - Technical University of Denmark
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HPI courses
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Machine Learning - University of Tübingen
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Mathematical Finance - IITs
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Robotics courses
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Statistical Rethinking: A Bayesian Course
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2020-05-03 00:05:51 +05:30
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Add Robotics courses.
2020-05-02 23:31:34 +05:30
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Theoretical CS, 10-601 Sp 20 - CMU
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Machine Learning - University of Washington
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Statistics - Brandon Foltz
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2 Reinforcement Learnng resources.
2020-04-27 22:23:26 +05:30
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URL update
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CS 543 - Computer Vision
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Section on Computational Finance
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Update Reinforcement Learning links
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Reinforcement Learning lectures
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CS 229 Stanford - Autumn 2018, CMU 10-708
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CS330 Deep Multi-Task and Meta Learning - Stanford
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ETH Zurich ML Courses
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Time series Analysis NPTEL
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Robotics, time series analysis courses
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fast.ai courses
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MIT courses , CMU Neural nets for NLP
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More ML, DL & CV courses.
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Cryptocurrency Engineering and Design MIT
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Quantum Computing - TU Delft
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Caltech 165 Foundations of machine learning, statistical inference
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Quantum Computing
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Added Berkeley BlockChain courses
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CMU Advanced Databases, NPTEL Courses.
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Add more Machine Learning / AI courses.
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Shai Simonson theory of computation lectures
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ETH Zurich - Comp Arch, Digital systems courses
2019-11-28 00:15:02 +05:30
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Added Computer Security course by Bill Buchanan at Edinburgh Napier university
2019-11-07 22:01:29 +05:30
