NLP - EXPLAINED!

SPONSOR Get 20% off and be apart of a Premium Software Engineering Community for career advice and guidance: https://www.jointaro.com/r/ajayh486/ ABOUT ME ⭕ Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 📚 Medium Blog: https://medium.com/@dataemporium 💻 Github: https://github.com/ajhalthor 👔 LinkedIn: https://www.linkedin.com/in/ajay-halthor-477974bb/ 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_