Udemy – NVIDIA Certified Associate Generative AI Multimodal – Andrew Larkin (Feb 2025)
English | Tutorial | Size: 6.15 GB
Concise. Clear. Effective.
This concise course is designed to prepare you for the NVIDIA-Certified Associate: Generative AI Multimodal exam (NCA-GENM).
Created by Andrew Larkin, ex Head of Content for Cloud Academy, certified Cloud and AI expert and AWS Community Builder of the Year in 2024. Andrew has authored over 100 courses and has significant industry experience and expertise.
“Google “Andrew Larkin AWS” to learn more about me and why my course is your best option for mastering this exam.
As Head of Content for Cloud Academy, I helped thousands of learners master cert exams with effective courses designed around the exam curriculum. This course provides you with the information you need for the NVIDIA-Certified Associate: Generative AI and LLM exam. The course uses the skills and techniques I learnt helping 1,000’s of people master AWS, Azure and GCP certs over the last 10 years”
The course is clear and effective.
It is visually interesting and engaging and respectful of your time.
The curriculum includes sample exam questions, discussions, explanations and TWO PREP EXAMS
Do this course if you want to save yourself time and master this coveted NVIDIA-Certified Associate: Generative AI Multimodal Certification.
WELCOME! AND GUIDE TO GETTING THE MOST FROM THIS COURSE
COURSE OUTLINE
HOW I WILL HELP YOU MASTER THIS CERT
INSTALLING NVIDIA AI WORKBENCH
NEW TO COMPUTING? START HERE!
WHAT IS PROMPT ENGINEERING? – IN SIMPLE TERMS
HOW GPT’S WORK – IN SIMPLE TERMS(
AI FUNDAMENTALS
INTRODUCTION TO AI
GPU’S AND THE BENEFITS THEY PROVIDE?
THE CHALLENGES FACING AI PROJECTS
AI ROLES AND RESPONSIBILITIES
AI WORKFLOW(
AI STORAGE
AI DEPLOYMENT STRATEGIES(
AI DATA VISUALIZATION
GENERATIVE AI – FUNDAMENTALS
INTRODUCTION TO GENERATIVE AI
NATURAL LANGUAGE PROCESSING
HOW “ATTENTION” WORKS IN GENERATIVE AI
INTRODUCTION TO VECTORS AND WORDS
AI VECTOR DATABASES
ENERGY EFFICIENT COMPUTING
TRAINING AND FINE TUNING
PROMPT ENGIINEERING
HYPER-PARAMETERS
LLM-METRICS
INTRODUCTION TO MULTI- MODAL GENERATIVE AI
INTRODUCTION TO MULTI MODAL AI
FUSION TECHNIQUES AND LOSS FUNCTIONS
:FUSION TECHNIQUES – DEEP DIVE
CLIP – (CONTRASTIVE LANGUAGE IMAGE PRETRAINING)
CREATING GENERATIVE AI SOLUTIONS WITH NVIDIA TOOLS
NVIDIA DATA CENTRE PLATFORM
NVIDIA SOFTWARE ECOSYSTEM
NVIDIA REFERENCE ARCHITECTURES
TRAINING OPTIMIZATION
DEPLOYMENT AND INFERENCING
INTERENCE OPTIMIZATION
INTRODUCTION TO RAG WORKFLOWS
NVIDIA TOOLS AND SERVICES
MANAGING GENERATIVE AI SOLUTIONS AT SCALE
DISTRIBUTED PROCESSING
AI CLUSTER DEPLOYMENT AND MANAGEMENT
FINAL EXAM PREP
TIPS FOR THE EXAM
NCA-GENM PREP – EXAM ONE
NCA-GENM PREP – EXAM TWO
RAPIDGATOR:
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TURBOBIT:
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