added_courses

README.md

@@ -17,18 +17,24 @@ This repository is a curated collection of links to various courses and resource
 | Deep Learning |  YouTube playlist | 🟩⬜⬜ | 2023 |  free | [ 6.S191: Introduction to Deep Learning]( https://www.youtube.com/playlist?list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI) by  Massachusetts Institute of Technology |
 | Deep Learning |  YouTube playlist | 🟩⬜⬜ | 2023 |  free | [ Neural Networks: Zero to Hero]( https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ) by  Andrej Karpathy |
 | Large Language Models and Prompt Engineering |  website | 🟩⬜⬜ | 2023 |  free | [ Prompt Engineering Guide]( https://promptingguide.ai) by  DAIR.AI |
-| MLOps |  YouTube playlist | 🟩🟩⬜ | 2022 |  free | [ Machine Learning Engineering for Production]( https://www.youtube.com/playlist?list=PLkDaE6sCZn6GMoA0wbpJLi3t34Gd8l0aK) by  Andrew Y. Ng |
+| MLOps |  YouTube playlist | 🟩🟩⬜ | 2023 |  free | [ Machine Learning Engineering for Production]( https://www.youtube.com/playlist?list=PLkDaE6sCZn6GMoA0wbpJLi3t34Gd8l0aK) by  Andrew Y. Ng |
 | Multimodal Machine Learning |  YouTube playlist | 🟩🟩🟩 | 2022 |  free | [ 11-777: Multimodal Machine Learning]( https://www.youtube.com/playlist?list=PL-Fhd_vrvisNM7pbbevXKAbT_Xmub37fA) by  Carnegie Mellon University |
 | Deep Learning |  YouTube playlist | 🟩⬜⬜ | 2022 |  free | [ Practical Deep Learning for Coders]( https://www.youtube.com/playlist?list=PLfYUBJiXbdtSvpQjSnJJ_PmDQB_VyT5iU) by  fast.ai |
-| Transformers |  YouTube playlist | 🟩🟩🟩 | 2021 |  free | [ CS25: Transformers United]( https://www.youtube.com/playlist?list=PLoROMvodv4rNiJRchCzutFw5ItR_Z27CM) by  Stanford University |
-| Deep Learning |  YouTube playlist | 🟩🟩⬜ | 2021 |  free | [ NYU-DLSP21: NYU Deep Learning Spring]( https://www.youtube.com/playlist?list=PLLHTzKZzVU9e6xUfG10TkTWApKSZCzuBI) by  New York University |
-| Natural Language Processing and Transformers |  website | 🟩⬜⬜ | 2021 |  free | [ NLP Course]( https://huggingface.co/course/chapter1/1) by  Hugging Face |
-| Deep Learning |  book | 🟩⬜⬜ | 2021 |  free | [ Dive into Deep Learning]( https://d2l.ai/index.html) by  d2l.ai |
+| Transformers |  YouTube playlist | 🟩🟩🟩 | 2022 |  free | [ CS25: Transformers United]( https://www.youtube.com/playlist?list=PLoROMvodv4rNiJRchCzutFw5ItR_Z27CM) by  Stanford University |
+| Deep Learning |  YouTube playlist | 🟩🟩⬜ | 2022 |  free | [ NYU-DLSP21: NYU Deep Learning Spring]( https://www.youtube.com/playlist?list=PLLHTzKZzVU9e6xUfG10TkTWApKSZCzuBI) by  New York University |
+| Natural Language Processing and Transformers |  website | 🟩⬜⬜ | 2022 |  free | [ NLP Course]( https://huggingface.co/course/chapter1/1) by  Hugging Face |
+| Deep Learning |  book | 🟩⬜⬜ | 2022 |  free | [ Dive into Deep Learning]( https://d2l.ai/index.html) by  d2l.ai |
 | Reinforcement Learning |  YouTube playlist | 🟩🟩🟩 | 2021 |  free | [ Reinforcement Learning Course]( https://www.youtube.com/playlist?list=PLqYmG7hTraZDVH599EItlEWsUOsJbAodm) by  DeepMind x University College London |
 | Natural Language Processing |  YouTube playlist | 🟩🟩⬜ | 2021 |  free | [ CS224N: Natural Language Processing with Deep Learning]( https://www.youtube.com/playlist?list=PLoROMvodv4rOSH4v6133s9LFPRHjEmbmJ) by  Stanford University |
-| Deep Learning |  YouTube playlist | 🟩🟩⬜ | 2020 |  free | [ Deep Learning Lecture Series]( https://www.youtube.com/playlist?list=PLqYmG7hTraZCDxZ44o4p3N5Anz3lLRVZF) by  DeepMind x University College London |
-| Artificial Intelligence |  Youtube playlist | 🟩🟩⬜ | 2019 |  free | [ Stanford CS221: Artificial Intelligence: Principles and Techniques]( https://youtube.com/playlist?list=PLoROMvodv4rO1NB9TD4iUZ3qghGEGtqNX) by  Stanford University |
-| Computer Vision |  YouTube playlist | 🟩🟩⬜ | 2018 |  free | [ CS231n: Deep Learning for Computer Vision]( https://www.youtube.com/playlist?app=desktop&list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv) by  Stanford University |
+| Deep Learning |  YouTube playlist | 🟩🟩⬜ | 2021 |  free | [ Deep Learning Lecture Series]( https://www.youtube.com/playlist?list=PLqYmG7hTraZCDxZ44o4p3N5Anz3lLRVZF) by  DeepMind x University College London |
+| Artificial Intelligence |  Youtube playlist | 🟩🟩⬜ | 2021 |  free | [ Stanford CS221: Artificial Intelligence: Principles and Techniques]( https://youtube.com/playlist?list=PLoROMvodv4rO1NB9TD4iUZ3qghGEGtqNX) by  Stanford University |
+| Computer Vision |  YouTube playlist | 🟩🟩⬜ | 2021 |  free | [ CS231n: Deep Learning for Computer Vision]( https://www.youtube.com/playlist?app=desktop&list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv) by  Stanford University |
+| A Gentle Introduction to Machine Learning |  YouTube playlist | 🟩⬜⬜ | 2021 | free | [ A Gentle Introduction to Machine Learning](https://www.youtube.com/watch?v=Gv9_4yMHFhI&list=PLblh5JKOoLUICTaGLRoHQDuF_7q2GfuJF) by  Joshua Starmer |
+| Happy Halloween (Neural Networks Are Not Scary)  |  YouTube playlist | 🟩⬜⬜ | 2020 | free | [ Happy Halloween (Neural Networks Are Not Scary) ](https://www.youtube.com/watch?v=zxagGtF9MeU&list=PLblh5JKOoLUIxGDQs4LFFD--41Vzf-ME1) by  Joshua Starmer |
+| #66DaysofData |  YouTube playlist | 🟩⬜⬜ | 2019 | free | [ #66DaysofData](https://www.youtube.com/watch?v=qBigTkBLU6g&list=PLblh5JKOoLUJUNlfvCNhJMNjNNpt5ljcR&index=1) by  Joshua Starmer |
+| PyTorch for Deep Learning & Machine Learning – Full Course  |  YouTube playlist | 🟩🟩⬜ | 2018 | free | [ PyTorch for Deep Learning & Machine Learning – Full Course ](https://www.youtube.com/watch?v=V_xro1bcAuA) by  freeCodeCamp.org |
+| No Black Box Machine Learning Course – Learn Without Libraries  |  YouTube playlist | 🟩🟩⬜ | 2018 | free | [ No Black Box Machine Learning Course – Learn Without Libraries ](https://www.youtube.com/watch?v=vDDjtwQDw2k&list=PLWKjhJtqVAblStefaz_YOVpDWqcRScc2s&index=5) by  freeCodeCamp.org |
+| Self-Driving Car with JavaScript Course – Neural Networks and Machine Learning  |  YouTube playlist | 🟩🟩⬜ | 2017 | free | [ Self-Driving Car with JavaScript Course – Neural Networks and Machine Learning ](https://www.youtube.com/watch?v=Rs_rAxEsAvI&list=PLWKjhJtqVAblStefaz_YOVpDWqcRScc2s&index=4) by  freeCodeCamp.org |
 <!--- AUTOGENERATED_COURSES_TABLE -->
 
 ## 🦸 contribution

automation/.~lock.data.csv#

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+,kaushal,leonidas,23.04.2023 14:35,file:///home/kaushal/.config/libreoffice/4;

automation/data.csv

@@ -1,17 +1,23 @@
-topic, difficulty, price, release_year, format, url, label, author
-Stable Diffusion and Deep Learning,2,free,2023,website,https://course.fast.ai/Lessons/part2.html,Practical Deep Learning for Coders part 2: Deep Learning Foundations to Stable Diffusion,fast.ai
-Deep Learning,1, free,2023, YouTube playlist, https://www.youtube.com/playlist?list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI, 6.S191: Introduction to Deep Learning, Massachusetts Institute of Technology
-Deep Learning,1, free,2023, YouTube playlist, https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ, Neural Networks: Zero to Hero, Andrej Karpathy
-Large Language Models and Prompt Engineering,1, free,2023, website, https://promptingguide.ai, Prompt Engineering Guide, DAIR.AI
-MLOps,2, free,2022, YouTube playlist, https://www.youtube.com/playlist?list=PLkDaE6sCZn6GMoA0wbpJLi3t34Gd8l0aK, Machine Learning Engineering for Production, Andrew Y. Ng
-Multimodal Machine Learning,3, free,2022, YouTube playlist, https://www.youtube.com/playlist?list=PL-Fhd_vrvisNM7pbbevXKAbT_Xmub37fA, 11-777: Multimodal Machine Learning, Carnegie Mellon University
-Deep Learning,1, free,2022, YouTube playlist, https://www.youtube.com/playlist?list=PLfYUBJiXbdtSvpQjSnJJ_PmDQB_VyT5iU, Practical Deep Learning for Coders, fast.ai
-Transformers,3, free,2021, YouTube playlist, https://www.youtube.com/playlist?list=PLoROMvodv4rNiJRchCzutFw5ItR_Z27CM, CS25: Transformers United, Stanford University
-Deep Learning,2, free,2021, YouTube playlist, https://www.youtube.com/playlist?list=PLLHTzKZzVU9e6xUfG10TkTWApKSZCzuBI, NYU-DLSP21: NYU Deep Learning Spring, New York University
-Natural Language Processing and Transformers,1, free,2021, website, https://huggingface.co/course/chapter1/1, NLP Course, Hugging Face
-Deep Learning,1, free,2021, book, https://d2l.ai/index.html, Dive into Deep Learning, d2l.ai
-Reinforcement Learning,3, free,2021, YouTube playlist, https://www.youtube.com/playlist?list=PLqYmG7hTraZDVH599EItlEWsUOsJbAodm, Reinforcement Learning Course, DeepMind x University College London
-Natural Language Processing,2, free,2021, YouTube playlist, https://www.youtube.com/playlist?list=PLoROMvodv4rOSH4v6133s9LFPRHjEmbmJ, CS224N: Natural Language Processing with Deep Learning, Stanford University
-Deep Learning,2, free,2020, YouTube playlist, https://www.youtube.com/playlist?list=PLqYmG7hTraZCDxZ44o4p3N5Anz3lLRVZF, Deep Learning Lecture Series, DeepMind x University College London
-Artificial Intelligence, 2, free, 2019, Youtube playlist, https://youtube.com/playlist?list=PLoROMvodv4rO1NB9TD4iUZ3qghGEGtqNX, Stanford CS221: Artificial Intelligence: Principles and Techniques, Stanford University
-Computer Vision,2, free,2018, YouTube playlist, https://www.youtube.com/playlist?app=desktop&list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv, CS231n: Deep Learning for Computer Vision, Stanford University
+topic, difficulty, price, release_year, format, url, label, author
+Stable Diffusion and Deep Learning,2,free,2023,website,https://course.fast.ai/Lessons/part2.html,Practical Deep Learning for Coders part 2: Deep Learning Foundations to Stable Diffusion,fast.ai
+Deep Learning,1, free,2023, YouTube playlist, https://www.youtube.com/playlist?list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI, 6.S191: Introduction to Deep Learning, Massachusetts Institute of Technology
+Deep Learning,1, free,2023, YouTube playlist, https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ, Neural Networks: Zero to Hero, Andrej Karpathy
+Large Language Models and Prompt Engineering,1, free,2023, website, https://promptingguide.ai, Prompt Engineering Guide, DAIR.AI
+MLOps,2, free,2023, YouTube playlist, https://www.youtube.com/playlist?list=PLkDaE6sCZn6GMoA0wbpJLi3t34Gd8l0aK, Machine Learning Engineering for Production, Andrew Y. Ng
+Multimodal Machine Learning,3, free,2022, YouTube playlist, https://www.youtube.com/playlist?list=PL-Fhd_vrvisNM7pbbevXKAbT_Xmub37fA, 11-777: Multimodal Machine Learning, Carnegie Mellon University
+Deep Learning,1, free,2022, YouTube playlist, https://www.youtube.com/playlist?list=PLfYUBJiXbdtSvpQjSnJJ_PmDQB_VyT5iU, Practical Deep Learning for Coders, fast.ai
+Transformers,3, free,2022, YouTube playlist, https://www.youtube.com/playlist?list=PLoROMvodv4rNiJRchCzutFw5ItR_Z27CM, CS25: Transformers United, Stanford University
+Deep Learning,2, free,2022, YouTube playlist, https://www.youtube.com/playlist?list=PLLHTzKZzVU9e6xUfG10TkTWApKSZCzuBI, NYU-DLSP21: NYU Deep Learning Spring, New York University
+Natural Language Processing and Transformers,1, free,2022, website, https://huggingface.co/course/chapter1/1, NLP Course, Hugging Face
+Deep Learning,1, free,2022, book, https://d2l.ai/index.html, Dive into Deep Learning, d2l.ai
+Reinforcement Learning,3, free,2021, YouTube playlist, https://www.youtube.com/playlist?list=PLqYmG7hTraZDVH599EItlEWsUOsJbAodm, Reinforcement Learning Course, DeepMind x University College London
+Natural Language Processing,2, free,2021, YouTube playlist, https://www.youtube.com/playlist?list=PLoROMvodv4rOSH4v6133s9LFPRHjEmbmJ, CS224N: Natural Language Processing with Deep Learning, Stanford University
+Deep Learning,2, free,2021, YouTube playlist, https://www.youtube.com/playlist?list=PLqYmG7hTraZCDxZ44o4p3N5Anz3lLRVZF, Deep Learning Lecture Series, DeepMind x University College London
+Artificial Intelligence,2, free,2021, Youtube playlist, https://youtube.com/playlist?list=PLoROMvodv4rO1NB9TD4iUZ3qghGEGtqNX, Stanford CS221: Artificial Intelligence: Principles and Techniques, Stanford University
+Computer Vision,2, free,2021, YouTube playlist, https://www.youtube.com/playlist?app=desktop&list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv, CS231n: Deep Learning for Computer Vision, Stanford University
+A Gentle Introduction to Machine Learning,1,free,2021, YouTube playlist,https://www.youtube.com/watch?v=Gv9_4yMHFhI&list=PLblh5JKOoLUICTaGLRoHQDuF_7q2GfuJF, A Gentle Introduction to Machine Learning, Joshua Starmer
+Happy Halloween (Neural Networks Are Not Scary) ,1,free,2020, YouTube playlist,https://www.youtube.com/watch?v=zxagGtF9MeU&list=PLblh5JKOoLUIxGDQs4LFFD--41Vzf-ME1, Happy Halloween (Neural Networks Are Not Scary) , Joshua Starmer
+#66DaysofData,1,free,2019, YouTube playlist,https://www.youtube.com/watch?v=qBigTkBLU6g&list=PLblh5JKOoLUJUNlfvCNhJMNjNNpt5ljcR&index=1, #66DaysofData, Joshua Starmer
+PyTorch for Deep Learning & Machine Learning – Full Course ,2,free,2018, YouTube playlist,https://www.youtube.com/watch?v=V_xro1bcAuA, PyTorch for Deep Learning & Machine Learning – Full Course , freeCodeCamp.org
+No Black Box Machine Learning Course – Learn Without Libraries ,2,free,2018, YouTube playlist,https://www.youtube.com/watch?v=vDDjtwQDw2k&list=PLWKjhJtqVAblStefaz_YOVpDWqcRScc2s&index=5, No Black Box Machine Learning Course – Learn Without Libraries , freeCodeCamp.org
+Self-Driving Car with JavaScript Course – Neural Networks and Machine Learning ,2,free,2017, YouTube playlist,https://www.youtube.com/watch?v=Rs_rAxEsAvI&list=PLWKjhJtqVAblStefaz_YOVpDWqcRScc2s&index=4, Self-Driving Car with JavaScript Course – Neural Networks and Machine Learning , freeCodeCamp.org