Generative Ai For Business Professionals

Generative Ai For Business Professionals
Published 9/2024
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz

What you’ll learn

Detailed Understanding of Generative AI

Create AI generated text and images

Key Concepts like Deep Learning and Machine Learning, GANs and LLM

Prompt Engineering in ChatGPT, Copilot and LM Studio

AI Governance, Ethical AI and how use AI responsibly

Requirements

No background required. You learn everything you need in the course.

Description

Overview

Section 1: Introduction

Lecture 1 Introduction

Lecture 3 Who’s your instructor?

Section 2: Introduction to Generative AI

Lecture 4 Definition and Overview

Lecture 5 Key Concepts of Machine Learning and Deep Learning

Lecture 6 Generative AI Use-Cases

Section 3: Deep Dive Generative AI

Lecture 7 Introduction

Lecture 8 Generative Adversarial Networks (GANs)

Lecture 10 Transformer Models

Section 4: Work with Large Language Models (LLMs)

Lecture 11 Work with Public LLMs

Lecture 12 Introduction to ChatGPT

Lecture 13 Introduction to Microsoft Copilot

Lecture 14 Prompt Engineering

Lecture 15 Practical Examples and Demonstrations

Section 5: Install Your Local AI

Lecture 16 Install Your Own AI

Lecture 17 System Requirements for LM Studio

Lecture 18 LM Studio Installation

Lecture 19 LM Studio Interface Overview

Section 6: Work With Your Local AI

Lecture 20 Installing a pre-trained Model

Lecture 21 Running the Model

Section 7: Ethical AI

Lecture 22 Ethical Concerns: Bias, Privacy, and Security

Lecture 23 UNESCO Recommendation on the Ethics of AI

Section 8: AI Governance and Compliance

Lecture 24 What is AI Governance & Compliance?

Lecture 25 Overview of standards and key regulations

Lecture 26 Strategy development for ensuring compliance
Lecture 27 Managing AI Risks

Section 9: Course Wrap-Up

Lecture 28 Congratulations!

Business Professionals,Everyone interested in using AI