@ -340,6 +340,9 @@ Table of Contents
- [COMS W4995 - Applied Machine Learning - Spring 2020 - Columbia University ](https://www.cs.columbia.edu/~amueller/comsw4995s20/schedule/ )
- [COMS W4995 - Applied Machine Learning - Spring 2020 - Columbia University ](https://www.cs.columbia.edu/~amueller/comsw4995s20/schedule/ )
- [Machine Learning for Engineers 2022 ](https://apmonitor.com/pds ) ([YouTube](https://www.youtube.com/watch?v=Gh5rbBLh4JY& list=PLLBUgWXdTBDg1K1bu60lHypSzSP-WSBmx))
- [Machine Learning for Engineers 2022 ](https://apmonitor.com/pds ) ([YouTube](https://www.youtube.com/watch?v=Gh5rbBLh4JY& list=PLLBUgWXdTBDg1K1bu60lHypSzSP-WSBmx))
- [10-418 / 10-618 (Fall 2019) Machine Learning for Structured Data ](https://www.youtube.com/playlist?list=PL4CxkUJbvNVihRKP4bXufvRLIWzeS-ieP )
- [10-418 / 10-618 (Fall 2019) Machine Learning for Structured Data ](https://www.youtube.com/playlist?list=PL4CxkUJbvNVihRKP4bXufvRLIWzeS-ieP )
- [ORIE 4741/5741: Learning with Big Messy Data - Cornell ](https://people.orie.cornell.edu/mru8/orie4741/lectures.html )
- [Machine Learning in IoT ](https://www.youtube.com/playlist?list=PLeZoXD_TLsLbW_ILvL9TlhBYdW8wJyON- )
- [Stanford CS229M: Machine Learning Theory - Fall 2021 ](https://www.youtube.com/playlist?list=PLoROMvodv4rP8nAmISxFINlGKSK4rbLKh )
- **Data Mining**
- **Data Mining**
- [CSEP 546, Data Mining - Pedro Domingos, Sp 2016 - University of Washington ](https://courses.cs.washington.edu/courses/csep546/16sp/ ) ([YouTube](https://www.youtube.com/playlist?list=PLTPQEx-31JXgtDaC6-3HxWcp7fq4N8YGr))
- [CSEP 546, Data Mining - Pedro Domingos, Sp 2016 - University of Washington ](https://courses.cs.washington.edu/courses/csep546/16sp/ ) ([YouTube](https://www.youtube.com/playlist?list=PLTPQEx-31JXgtDaC6-3HxWcp7fq4N8YGr))
- [CS 5140/6140 - Data Mining, Spring 2016, University of Utah ](https://www.cs.utah.edu/~jeffp/teaching/cs5140.html ) ([Youtube](https://www.youtube.com/playlist?list=PLbuogVdPnkCpXfb43Wvc7s5fXWzedwTPB))
- [CS 5140/6140 - Data Mining, Spring 2016, University of Utah ](https://www.cs.utah.edu/~jeffp/teaching/cs5140.html ) ([Youtube](https://www.youtube.com/playlist?list=PLbuogVdPnkCpXfb43Wvc7s5fXWzedwTPB))
@ -402,6 +405,8 @@ Table of Contents
- [Nvidia Machine Learning Class ](https://www.youtube.com/playlist?list=PLTIkHmXc-7an8xbwhAJX-LQ4D4Uf-ar5I )
- [Nvidia Machine Learning Class ](https://www.youtube.com/playlist?list=PLTIkHmXc-7an8xbwhAJX-LQ4D4Uf-ar5I )
- [Deep Learning - Winter 2020-21 - Tübingen Machine Learning ](https://www.youtube.com/playlist?list=PL05umP7R6ij3NTWIdtMbfvX7Z-4WEXRqD )
- [Deep Learning - Winter 2020-21 - Tübingen Machine Learning ](https://www.youtube.com/playlist?list=PL05umP7R6ij3NTWIdtMbfvX7Z-4WEXRqD )
- [Geometric Deep Learning - AMMI ](https://www.youtube.com/playlist?list=PLn2-dEmQeTfQ8YVuHBOvAhUlnIPYxkeu3 )
- [Geometric Deep Learning - AMMI ](https://www.youtube.com/playlist?list=PLn2-dEmQeTfQ8YVuHBOvAhUlnIPYxkeu3 )
- [Math for Deep Learning — Andreas Geiger ](https://www.youtube.com/playlist?list=PL05umP7R6ij0bo4UtMdzEJ6TiLOqj4ZCm )
- [Applied Deep Learning 2022 - TU Wien ](https://www.youtube.com/playlist?list=PLNsFwZQ_pkE_QaTwYxoTmmRJHtMXyIAU6 )
- **Reinforcement Learning**
- **Reinforcement Learning**
- [CS234: Reinforcement Learning - Winter 2019 - Stanford University ](https://www.youtube.com/playlist?list=PLoROMvodv4rOSOPzutgyCTapiGlY2Nd8u )
- [CS234: Reinforcement Learning - Winter 2019 - Stanford University ](https://www.youtube.com/playlist?list=PLoROMvodv4rOSOPzutgyCTapiGlY2Nd8u )
- [Introduction to reinforcement learning - UCL ](https://www.youtube.com/playlist?list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ )
- [Introduction to reinforcement learning - UCL ](https://www.youtube.com/playlist?list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ )
@ -418,6 +423,8 @@ Table of Contents
- [Reinforcement Learning - IIT Madras ](https://www.youtube.com/playlist?list=PLyqSpQzTE6M_FwzHFAyf4LSkz_IjMyjD9 )
- [Reinforcement Learning - IIT Madras ](https://www.youtube.com/playlist?list=PLyqSpQzTE6M_FwzHFAyf4LSkz_IjMyjD9 )
- [Reinforcement Learning Course at KTH (FDD3359 - 2022) ](https://www.youtube.com/playlist?list=PL21JFJEtbq0JLNo53UIkbIwkc2njCVUUR )
- [Reinforcement Learning Course at KTH (FDD3359 - 2022) ](https://www.youtube.com/playlist?list=PL21JFJEtbq0JLNo53UIkbIwkc2njCVUUR )
- [Reinforcement Learning Course at ASU, Spring 2022 ](https://www.youtube.com/playlist?list=PLmH30BG15SIoXhxLldoio0BhsIY84YMDj )
- [Reinforcement Learning Course at ASU, Spring 2022 ](https://www.youtube.com/playlist?list=PLmH30BG15SIoXhxLldoio0BhsIY84YMDj )
- [CS 4789/5789: Introduction to Reinforcement Learning - Cornell ](https://www.youtube.com/playlist?list=PLQVNhPb8ajtCjWSKUvKU8cX5lueYP9s3X )
- [S20/IE613 - Online (Machine) Learning/ Bandit Algorithms ](https://www.youtube.com/playlist?list=PLDREIwGwrHBdiBm1q0cVJLZn4Cn6Hig2s )
- **Advanced Machine Learning**
- **Advanced Machine Learning**
- [Advanced Machine Learning, 2021-2022, Sem I - by Prof. Madhavan Mukund, CMI ](https://www.cmi.ac.in/~madhavan/courses/aml2021 )
- [Advanced Machine Learning, 2021-2022, Sem I - by Prof. Madhavan Mukund, CMI ](https://www.cmi.ac.in/~madhavan/courses/aml2021 )
- [Machine Learning 2013 - Nando de Freitas, UBC ](https://www.youtube.com/playlist?list=PLE6Wd9FR--EdyJ5lbFl8UuGjecvVw66F6 )
- [Machine Learning 2013 - Nando de Freitas, UBC ](https://www.youtube.com/playlist?list=PLE6Wd9FR--EdyJ5lbFl8UuGjecvVw66F6 )
@ -869,6 +876,8 @@ Table of Contents
- [6.832 Underactuated Robotics - MIT OCW ](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-832-underactuated-robotics-spring-2009/ )
- [6.832 Underactuated Robotics - MIT OCW ](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-832-underactuated-robotics-spring-2009/ )
- [CS287 Advanced Robotics at UC Berkeley Fall 2019 -- Instructor: Pieter Abbeel ](https://www.youtube.com/playlist?list=PLwRJQ4m4UJjNBPJdt8WamRAt4XKc639wF )
- [CS287 Advanced Robotics at UC Berkeley Fall 2019 -- Instructor: Pieter Abbeel ](https://www.youtube.com/playlist?list=PLwRJQ4m4UJjNBPJdt8WamRAt4XKc639wF )
- [CS 287 - Advanced Robotics, Fall 2011, UC Berkeley ](https://people.eecs.berkeley.edu/~pabbeel/cs287-fa11/ ) ([Videos](http://rll.berkeley.edu/cs287/lecture_videos/))
- [CS 287 - Advanced Robotics, Fall 2011, UC Berkeley ](https://people.eecs.berkeley.edu/~pabbeel/cs287-fa11/ ) ([Videos](http://rll.berkeley.edu/cs287/lecture_videos/))
- [Robotics 101 - Computational Linear Algebra - Fall 2021 - University of Michigan ](https://www.youtube.com/playlist?list=PLdPQZLMHRjDJ5d_dE4FeOviv0gRe4UYsB )
- [Robotics 501: Mathematics for Robotics - University of Michigan ](https://www.youtube.com/playlist?list=PLdPQZLMHRjDIzO99aE7yAtdOHSVHMXfYH )
- [CS235 - Applied Robot Design for Non-Robot-Designers - Stanford University ](https://www.youtube.com/user/StanfordCS235/videos )
- [CS235 - Applied Robot Design for Non-Robot-Designers - Stanford University ](https://www.youtube.com/user/StanfordCS235/videos )
- [Lecture: Visual Navigation for Flying Robots ](https://vision.in.tum.de/teaching/ss2012/visnav2012 ) ([YouTube](https://www.youtube.com/playlist?list=PLTBdjV_4f-EKeki5ps2WHqJqyQvxls4ha))
- [Lecture: Visual Navigation for Flying Robots ](https://vision.in.tum.de/teaching/ss2012/visnav2012 ) ([YouTube](https://www.youtube.com/playlist?list=PLTBdjV_4f-EKeki5ps2WHqJqyQvxls4ha))
- [CS 205A: Mathematical Methods for Robotics, Vision, and Graphics (Fall 2013) ](https://www.youtube.com/playlist?list=PLQ3UicqQtfNvQ_VzflHYKhAqZiTxOkSwi )
- [CS 205A: Mathematical Methods for Robotics, Vision, and Graphics (Fall 2013) ](https://www.youtube.com/playlist?list=PLQ3UicqQtfNvQ_VzflHYKhAqZiTxOkSwi )
@ -908,6 +917,8 @@ Table of Contents
- [Aerial Robotics - University of Pennsylvania (UPenn) ](https://www.youtube.com/playlist?list=PLblGgzWkqSqM7IWsgjDetdzZDS1NbkTnd )
- [Aerial Robotics - University of Pennsylvania (UPenn) ](https://www.youtube.com/playlist?list=PLblGgzWkqSqM7IWsgjDetdzZDS1NbkTnd )
- [Modern Robotics - Northwestern University ](https://www.youtube.com/playlist?list=PLggLP4f-rq02vX0OQQ5vrCxbJrzamYDfx )
- [Modern Robotics - Northwestern University ](https://www.youtube.com/playlist?list=PLggLP4f-rq02vX0OQQ5vrCxbJrzamYDfx )
- [ROB 530 MOBILE ROBOTICS at U of Michigan - WINTER 2022 -- Instructor: Maani Ghaffari ](https://www.youtube.com/playlist?list=PLdMorpQLjeXmbFaVku4JdjmQByHHqTd1F )
- [ROB 530 MOBILE ROBOTICS at U of Michigan - WINTER 2022 -- Instructor: Maani Ghaffari ](https://www.youtube.com/playlist?list=PLdMorpQLjeXmbFaVku4JdjmQByHHqTd1F )
- [Industrial Robotics and Automation - IIT (ISM) Dhanbad ](https://www.youtube.com/playlist?list=PLXDsvE7qtfNdt9oYEhJ_LMXDUGu6bH-L6 )
- [MEE5114 Advanced Control for Robotics from Southern University of Science and Technology ](https://www.youtube.com/playlist?list=PLYkCanigA7S4x-ExlnFsQN9WrNZREWEZd )
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