🚀 Hands-On NLP Basics | NVIDIA NCS-GENAI | Azure AI|GCP |AWS🚀| LLM Foundations | скачать в хорошем качестве

🚀 Hands-On NLP Basics | NVIDIA NCS-GENAI | Azure AI|GCP |AWS🚀| LLM Foundations |

🚀 Hands-On NVIDIA NCS-GENAI | Azure AI|GCP |AWS| NLP Basics 🚀 In this session we cover the essential building blocks of Natural Language Processing (NLP): These are asked under various NVIDIA, GCP, AWS and Azure AI exams 🔹 NLP Basic Terms — clear explanations of the foundational concepts 🔹 NLP Pipeline — step-by-step walkthrough of how text flows through preprocessing to model training 🔹 Hands-On Lab — practical demo to apply concepts in real time 🔹 Embeddings — detailed look at TF-IDF, Word2Vec, and how embeddings capture meaning This video is designed for beginners starting their AI/NLP journey, with engaging explanations, practical labs, and certification insights. --- ⏱️ *Timestamps / Bookmarks* 00:00 – Intro & Agenda 00:22 – NLP Basics 02:45 – Tokenization 03:29 – Text Preprocessing Techniques 05:10 – NLP Pipeline 08:23 - Feature Engineering 09:44 – Embeddings Basics 13:42 – Hand On Lab: Building a Simple NLP Pipeline 19:17 - 3D Visualization representation of TF-IDF vectors 20:56 - Spacy Named Entity Recognition (NER) Basics 21:48 - Embeddings Deep Dive 23:37 – Word2Vec Basics 24:50 – Wrap-Up & Next Steps --- 📌 *Key Takeaways* Understand NLP basics and terminology. Learn how the NLP pipeline works end-to-end. Get hands-on practice with preprocessing and feature representation. Explore embeddings in detail: TF-IDF vs Word2Vec. Build confidence for certifications and real-world AI projects. --- 🔖 #NVIDIA #AzureAI900 #GenerativeAI #NLPBasics#AI #MachineLearning #ArtificialIntelligence #WordEmbeddings #TFIDF #Word2Vec #AIcertification #TechLearning #DataScience --- 💡 Subscribe to *BeyondBytes&Mantra* for more hands-on tutorials blending technology with timeless wisdom!