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feat: Added 1book, 2courses, 2 youtube playlists #19

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5 changes: 5 additions & 0 deletions README.md
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Expand Up @@ -20,14 +20,19 @@ I am looking for a good free course on statistics, linear algebra, integrals and
| **topic** | **format** | **difficulty** | **release year** | **price** | **course** |
|:---------:|:----------:|:--------------:|:----------------:|:---------:|:----------:|
| Deep Learning | website | 🟩⬜⬜ | 2023 | free | [Deep Learning Fundamentals -- Learning Deep Learning Using a Modern Open-Source Stack.](https://lightning.ai/pages/courses/deep-learning-fundamentals/) by Sebastian Raschka |
| Prompt Engineering | website | 🟩⬜⬜ | 2023 | free | [ Prompt Engineering](https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/) by DeepLearning.ai |
| Large Language Models | YouTube playlist | 🟩🟩⬜ | 2023 | free | [LLM Bootcamp - Spring 2023](https://www.youtube.com/playlist?list=PL1T8fO7ArWleyIqOy37OVXsP4hFXymdOZ) by The Full Stack |
| Python | YouTube playlist | 🟩⬜⬜ | 2023 | free | [CS50: Introduction to Programming with Python](https://www.youtube.com/watch?v=nLRL_NcnK-4) by Harvard University x freeCodeCamp.org |
| Stable Diffusion and Deep Learning | website | 🟩🟩⬜ | 2023 | free | [Practical Deep Learning for Coders part 2: Deep Learning Foundations to Stable Diffusion](https://course.fast.ai/Lessons/part2.html) by fast.ai |
| 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 |
| Computer Vision | YouTube playlist | 🟩⬜⬜ | 2023 | free | [ Computer Vision in Practice](https://www.youtube.com/playlist?list=PLZCA39VpuaZajiCtgDDwU8ghchtqx347R) by Piotr Skalski x Roboflow |
| Machine Learning Engineering | book | 🟩🟩⬜ | 2022 | free | [ Machine Learning Engineering](http://www.mlebook.com/wiki/doku.php) by Andriy Burkov |
| Papers Explained | YouTube playlist | 🟩🟩⬜ | 2022 | free | [ Papers Explained](https://www.youtube.com/watch?v=fvctpYph8Pc&list=PL1v8zpldgH3pR7LPuidEZK68kS6AaU1y7&ab_channel=YannicKilcher) by Yannic Kilcher |
| MLOps | website | 🟩🟩⬜ | 2022 | free | [MLOps and AutoML](https://www.coursera.org/specializations/mlops-machine-learning-duke) by Noah Gift x Duke University |
| MLOps | YouTube playlist | 🟩🟩⬜ | 2022 | free | [ Machine Learning Engineering for Production](https://www.youtube.com/playlist?list=PLkDaE6sCZn6GMoA0wbpJLi3t34Gd8l0aK) by Andrew Y. Ng |
| MLOps | YouTube playlist | 🟩🟩⬜ | 2022 | free | [ MLOps Zoomcamp](https://www.youtube.com/playlist?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK) by DataTalksClub |
| 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 |
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5 changes: 5 additions & 0 deletions automation/data.csv
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@@ -1,13 +1,18 @@
topic, difficulty, price, release_year, format, url, label, author
Deep Learning,1,free,2023,website,https://lightning.ai/pages/courses/deep-learning-fundamentals/,Deep Learning Fundamentals -- Learning Deep Learning Using a Modern Open-Source Stack.,Sebastian Raschka
Prompt Engineering,1,free,2023,website,https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/, Prompt Engineering, DeepLearning.ai
Large Language Models,2, free,2023, YouTube playlist,https://www.youtube.com/playlist?list=PL1T8fO7ArWleyIqOy37OVXsP4hFXymdOZ,LLM Bootcamp - Spring 2023, The Full Stack
Python,1, free,2023, YouTube playlist,https://www.youtube.com/watch?v=nLRL_NcnK-4,CS50: Introduction to Programming with Python, Harvard University x freeCodeCamp.org
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
Computer Vision,1, free,2023, YouTube playlist,https://www.youtube.com/playlist?list=PLZCA39VpuaZajiCtgDDwU8ghchtqx347R, Computer Vision in Practice, Piotr Skalski x Roboflow
Machine Learning Engineering,2,free,2022,book,http://www.mlebook.com/wiki/doku.php, Machine Learning Engineering, Andriy Burkov
Papers Explained,2,free,2022, YouTube playlist,https://www.youtube.com/watch?v=fvctpYph8Pc&list=PL1v8zpldgH3pR7LPuidEZK68kS6AaU1y7&ab_channel=YannicKilcher, Papers Explained, Yannic Kilcher
MLOps,2,free,2022,website,https://www.coursera.org/specializations/mlops-machine-learning-duke,MLOps and AutoML, Noah Gift x Duke University
MLOps,2, free,2022, YouTube playlist,https://www.youtube.com/playlist?list=PLkDaE6sCZn6GMoA0wbpJLi3t34Gd8l0aK, Machine Learning Engineering for Production, Andrew Y. Ng
MLOps,2,free,2022, YouTube playlist,https://www.youtube.com/playlist?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK, MLOps Zoomcamp, DataTalksClub
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
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