ฝัง
- เผยแพร่เมื่อ 14 พ.ย. 2024
- Sigmoid Tech Talk - a video series on emerging data and analytics topics.
🔥 Welcome to episode 9 of Sigmoid Tech Talk - "NLP - BERT" series with Ankit Mehra, data Scientist at Sigmoid! 🚀
🎥 In Part 1 of this episode, Ankit delves deep into the world of BERT. Get ready to grasp the advantages of its components as he breaks down their benefits. 📚 Plus, brace yourself for an in-depth exploration of subword tokenization, with a spotlight on the game-changing Byte Pair Encoding (BPE) technique.
📺 In Part 2, Ankit returns to unravel more about subword tokenization, this time focusing on the incredible Unigram approach. 📝 He seamlessly connects the dots as he walks you through the fusion of Byte Pair Encoding (BPE) and Unigram to forge the powerful WordPiece methodology, a cornerstone of BERT.
⚡ And now, for the grand finale in Part 3! Ankit uncovers the magic of the Self Attention layer in BERT. 🧠 Witness the symphony of key BERT elements harmoniously coming together to create the architecture's brilliance. 🌟 And that's not all - Ankit's insights into pre-trained BERT models and their real-world applications will leave you inspired.
👉 Whether you're an NLP enthusiast, a budding Data Scientist, or just curious about BERT, this series is tailor-made for you. Hit that play button and embark on a journey to master the art of BERT and revolutionize your understanding of Natural Language Processing! 📊📈
