Nvidia-Certified Associate: Generative Ai And Llms Cert Prep

Nvidia-Certified Associate: Generative Ai And Llms Cert Prep
Published 2/2025
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz

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

Requirements

Basic understanding of computing concepts

Description

Overview

Section 1: Introduction

Lecture 1 Introduction

Lecture 2 Course Outline

Lecture 3 How I can help you master this cert

Lecture 4 Installing NVIDIA AI WORKBENCH

Lecture 5 What is Prompt Engineering – In Simple Terms

Lecture 6 How GPT’s Work – In Simple Terms

Section 3: Introduction to AI

Lecture 8 GPU’s – and the benefits they create

Lecture 9 The Challenges Facing AI Projects

Lecture 10 AI Roles and Responsibilities

Lecture 11 AI Workflow

Lecture 12 AI Storage

Lecture 13 AI Deployment Strategies

Lecture 14 AI Visualization

Section 4: Introduction to Generative AI

Lecture 15 Introduction to Generative AI

Lecture 16 Natural Language Processing

Lecture 17 NLP Metrics

Lecture 18 Introduction to Words and Vectors

Lecture 19 Vector Databases

Lecture 20 Energy efficient Computing

Lecture 21 Training and Fine Tuning

Lecture 22 Prompt Engineering

Lecture 23 Hyper-Parameters

Lecture 24 LLM Metrics

Section 5: Creating Generative AI Solutions with NVIDIA Tools

Lecture 25 NVIDIA Data Centre Platforms

Lecture 26 NVIDIA Software Ecosystem

Lecture 27 NVIDIA Reference Architectures

Lecture 28 Training Optimization with NVIDIA Tools

Lecture 29 Introduction to RAG Workflows

Section 6: Managing Generative AI Solutions at Scale

Lecture 30 Distributed Processing

Lecture 31 AI Cluster Deployment and Management

Section 7: Final Exam Prep

Lecture 32 Things to Remember

Anyone wanting to prepare for passing the NVIDIA-Certified Associate Generative AI LLMs (NCA-GENL) certification