NVIDIA-Certified Associate: Generative AI and LLMs CERT PREP COURSE
This concise and focused course is designed to prepare you for the NVIDIA-Certified Associate: Generative AI and LLMs exam.Â
 Includes sample questions, explanations, guides and more!
NVIDIA-Certified Associate: Generative AI and LLMs -
CERT PREP COURSE
WELCOME! AND GUIDE TO GETTING THE MOST FROM THIS COURSE
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NEW TO COMPUTING? START HERE!
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AI FUNDAMENTALS
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GENERATIVE AI - FUNDAMENTALS
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- INTRODUCTION TO GENERATIVE AI (8:27)
- HOW "ATTENTION" WORKS IN GENERATIVE AI (2:16)
- NATURAL LANGUAGE PROCESSING (5:39)
- INTRODUCTION TO VECTORS AND WORDS (5:54)
- AI VECTOR DATABASES (7:59)
- NLP Metrics (2:24)
- ENERGY EFFICIENT COMPUTING (6:46)
- TRAINING AND FINE TUNING (24:01)
- PROMPT ENGIINEERING (44:20)
- HYPER-PARAMETERS (5:09)
- LIVE LAB:UNDERSTANDING HYPERPARAMETERS (29:19)
- LLM-METRICS (1:10)
- GENERATIVE AI - QUIZ
CREATING GENERATIVE AI SOLUTIONS WITH NVIDIA TOOLS
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- NVIDIA DATA CENTRE PLATFORM (11:01)
- NVIDIA SOFTWARE ECOSYSTEM (10:40)
- NVIDIA AI WORKBENCH PROJECT - RAPIDS CuDF (10:24)
- NVIDIA REFERENCE ARCHITECTURES (17:53)
- TRAINING OPTIMIZATION (1:47)
- DEPLOYMENT AND INFERENCING (22:27)
- INTERENCE OPTIMIZATION (1:34)
- INTRODUCTION TO RAG WORKFLOWS (5:45)
- NVIDIA AI WORKBENCH PROJECT - HYBRID RAG (8:42)
- NVIDIA TOOLS AND SERVICES - QUIZ
MANAGING GENERATIVE AI SOLUTIONS AT SCALE
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FINAL EXAM PREP
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