NVIDIA-Certified Associate: Generative AI and LLMs CERT PREP | Udemy [Update 02/2025]
English | Size: 2.99 GB
Genre: eLearning[/center]

Focused. Concise. Effective.

What you'll learn
Fundamentals of machine learning and neural networks
Fundamentals of Prompt engineering
Python libraries for LLMs
LLM integration and deployment
Prepare for the NVIDIA-Certified Associate Generative AI LLMs (NCA-GENL) certification

This course is designed to prepare you for PASSING THE CERT EXAM!

This concise and focused course is designed to prepare you for the NVIDIA-Certified Associate: Generative AI and LLMs exam (NCA-GENL).

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 has clear and effective delivery.

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 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(

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

THINGS TO REMEMBER FOR THE EXAM

NCA PREP - EXAM ONE

NCA PREP - EXAM TWO

Who this course is for:
Anyone
People wanting to prepare for passing the NVIDIA-Certified Associate Generative AI LLMs (NCA-GENL) certification

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