BERT Explained: The Model That Revolutionized NLP скачать в хорошем качестве

BERT Explained: The Model That Revolutionized NLP

🤖 What is BERT and why does it power everything from Google Search to Netflix recommendations? In this deep dive, we break down Bidirectional Encoder Representations from Transformers - the 2018 AI breakthrough that revolutionized NLP and paved the way for modern AI. 🎯 *What You'll Learn*: 1. How BERT solved RNN/LSTM sequential processing limitations 2. Why "Attention Is All You Need" changed everything in 2017 3. BERT's pre-training: Masked Language Modeling + Next Sentence Prediction 4. Real applications: Google Search, healthcare AI, fraud detection, Netflix recommendations 5. Where to find resources to train your own model 🚀 *Key Highlights*: Shattered 11 NLP benchmark records (7-point GLUE improvement) Powers 1 in 10 Google searches (100M+ daily queries) Reduced AI training from weeks to hours 98% accuracy in medical chatbots and fraud detection Made state-of-the-art NLP accessible to everyone 🔗 *Resources*: 📄 BERT Paper: https://arxiv.org/abs/1810.04805 📄 Attention Paper: https://arxiv.org/abs/1706.03762 🐍 Hugging Face: https://huggingface.co/transformers/ Join my Discord here -   / discord   Use my Discord bot - https://top.gg/bot/120677539183500497... 🖇️ Amazon Affiliate Links (If you buy anything through this I earn commission): https://amzn.to/3ZO72dQ 💻 My Gear Microphone - https://amzn.to/3mTFTrf Laptop - https://amzn.to/3YLYHWM Monitor - https://amzn.to/3laCVyl Editing Software - https://amzn.to/407qZfv 🔗 Resources ChatGPT Playlist -    • ChatGPT   📚 Chapters 0:00 - Intro 0:50 - Pre-BERT NLP 1:41 - The birth of the transformer 2:50 - How BERT works and is pre-trained 7:05 - Real world examples 8:40 - My own business use case 9:18 - Build something yourself! #ai #bert #nlp