NLP - EXPLAINED!
Channel: CodeEmporium
Date: 2023-05-22

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RESOURCES
[1 🔎 ] Allen Turing's 1950's publication that opened the field of AI: https://phil415.pbworks.com/f/TuringComputing.pdf
[2 🔎] Overview of speech processing: https://iopscience.iop.org/article/10.1088/1742-6596/1187/5/052068/pdf
[3  🔎] Text Summarization History: https://wlv.openrepository.com/bitstream/handle/2436/622749/Summarisation25Years.pdf;jsessionid=EAB87D2E98D7E4DB1A2644A5658906FE?sequence=3
[4. 🔎] Neural Machine Translation papers in 2014: 
   - https://aclanthology.org/D13-1176.pdf
   - https://arxiv.org/pdf/1409.3215.pdf
   - https://arxiv.org/abs/1409.1259
   - https://arxiv.org/pdf/1409.0473.pdf
[5  🔎] Ilya Sutskever's PhD thesis that showed how RNNs can be trained: https://www.cs.utoronto.ca/~ilya/pubs/ilya_sutskever_phd_thesis.pdf?ref=ruder.io
[6  🔎] Transformer Neural Networks: https://youtu.be/TQQlZhbC5ps
[7. 🔎] BERT explained: https://youtu.be/xI0HHN5XKDo
[8. 🔎] GPT explained: https://youtu.be/3IweGfgytgY


PLAYLISTS FROM MY CHANNEL
⭕ Transformers from scratch playlist: https://www.youtube.com/watch?v=QCJQG4DuHT0&list=PLTl9hO2Oobd97qfWC40gOSU8C0iu0m2l4
⭕ ChatGPT Playlist of all other videos: https://youtube.com/playlist?list=PLTl9hO2Oobd9coYT6XsTraTBo4pL1j4HJ
⭕ Transformer Neural Networks: https://youtube.com/playlist?list=PLTl9hO2Oobd_bzXUpzKMKA3liq2kj6LfE
⭕  Convolutional Neural Networks: https://youtube.com/playlist?list=PLTl9hO2Oobd9U0XHz62Lw6EgIMkQpfz74
⭕  The Math You Should Know : https://youtube.com/playlist?list=PLTl9hO2Oobd-_5sGLnbgE8Poer1Xjzz4h
⭕ Probability Theory for Machine Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd9bPcq0fj91Jgk_-h1H_W3V
⭕ Coding Machine Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd82vcsOnvCNzxrZOlrz3RiD