🤖 NLP Crash Course: From Zero to Hero with Chatbots, BERT & Beyond!
🔍 The Plan:
We’re breaking into the Bank of Language with Professor’s NLP toolkit! First 2 minutes use Money Heist to explain why NLP matters—then we raid these concepts of Natural Language Processing:
📌 Timestamps:
0:00 - 🎭 Intro Money Heist and NLP by The Professor
2:00 - 🧹 Text Preprocessing: Tokenizing like a safecracker
4:30 - 🔢 Text Representation: Bag-of-Words vs. BERT (which vault to crack?)
6:50 - 📐 Syntax Parsing: NER tags hostages (Named Entity = Nairobi’s aliases)
9:10 - 🧠 Language Models: From n-grams to GPT (Professor’s evolution)
11:20 - 📧 Text Classification: Sentiment analysis = Rio’s mood swings
13:00 - ⚡ Transformers: Attention is all you need (just like the heist plan)
14:30 - 🌍 Real-World NLP: Machine translation = multilingual negotiations
Learn Natural Language Processing (NLP) from The Professor - Money Heist
💬 Comment Prompt:
“If the Money Heist gang built a chatbot, what would it say? (Mine: ‘¡Díos mío! Your sentence is ambiguous!’)”
🏷️ Tags:
#NLP #MoneyHeist #AI #DataScience #MachineLearning #LaCasaDePapel #Python #naturallanguageprocessing