What you'll learn

Introduction to the landscape of technology, delivery and the road ahead for generative AI

Introduction to the landscape of building foundation models using ML & Data Science

Introduction to the landscape of managing and serving generative AI Models

Introduction to the landscape of prompt engineering, digital apps and edge devices for generative AI

Introduction to the executive landscape of generative AI

Requirements

Prior use of digital or web platforms as advanced user like digital artist, social content creators.

No coding skills needed but those from technology background can be more comfortable.

No prior AI experience needed but use of technology in your business or other activities is preferred.

Description

The emerging field of generative AI is leading to a multitude of job, business, and entrepreneurial opportunities with six-figure incomes thanks to the advent of large language and art generation models. Generative AI is becoming mainstream as a preferred technology for both business and creative works. It became essential for both technology practitioners and technology enthusiasts to spare energy and resources towards generative AI.As the breadth and scale of generative AI is getting bigger opportunities related to generative AI are multi folding year after year in AI, Cloud, and digital.Join me as I teach you how to get the most out of in-depth introductions and end-to-end workflows of generative AI. This course is designed to work for absolute beginners with no prior AI experience to advanced professionals and executives in technology field alike. This course also works for any executives and analysts from business side who wish to understand the generative AI ecosystem. We explore the foundation models at the core of generative AI and the entire ecosystem built around it to help understand how you can successfully put generative AI products and solutions into practical use. You will also discover how it will fit into various technology industry flows.Join today and start learning generative AI 2024 beyond ChatGPT & LLMs!

Overview

Section 1: Generative AI Course Outline, Introduction and Future

Lecture 1 00.01 Course Outline

Lecture 2 01.01. AI Introduction

Lecture 3 01.02. Define Genarative AI

Lecture 4 01.03. Generative AI Industry Landscape

Lecture 5 01.04. Future Of Generative AI

Section 2: Generative AI Technology

Lecture 6 02.01 Technology Introduction (Create)

Lecture 7 02.02 Data Science

Lecture 8 02.03 Data Sets

Lecture 9 02.04 Deep Learning Frameworks.01

Lecture 10 02.04 Deep Learning Frameworks.02

Lecture 11 02.05 IDEs & Cloud Infrastructure

Lecture 12 02.06 ML Models.01

Lecture 13 02.06 ML Models.02

Lecture 14 02.06 ML Models.03

Lecture 15 02.07 Model Training.01

Lecture 16 02.07 Model Training.02

Section 3: Generative AI Foundation Models and Platforms

Lecture 17 03.01 Introduction to Foundation Models and Platforms (Serve)

Lecture 18 03.02 FM Concepts.01

Lecture 19 03.02 FM Concepts.02

Lecture 20 03.02 FM Concepts.03

Lecture 21 03.03 Infrastructure & IDE

Lecture 22 03.04 Model Hubs

Lecture 23 03.05 Fine Tuning.01

Lecture 24 03.05 Fine Tuning.02

Lecture 25 03.06 API Endpoints.01

Lecture 26 03.06 API Libraries.02

Lecture 27 03.07 Model Deployment.01

Lecture 28 03.07 Model Deployment.02

Lecture 29 03.08 AI Inferencing.01

Section 4: Generative AI Applications

Lecture 30 04.01 Introduction to Generative AI Applications (Use)

Lecture 31 04.02 Prompt Engineering.01

Lecture 32 04.02 Prompt Engineering.02

Lecture 33 04.03 Web Apps

Lecture 34 04.04 Edge Deployment

Section 5: Executive Guidance

Lecture 35 05.01 Executive Guidance

Lecture 36 00.03 Closing Remarks

Aspiring AI Engineers exploring careers in the Generative AI landscape,Professionals in digital entertainment, creative and art fields interested in understanding or using generative AI,Technology professionals interested in switching or understanding the latest technology,Technology enthusiasts and entrepreneurs to nurture their generative AI skills for various opportunities.,Executives to keep up with the latest generative AI flows and roadmap to accelerate their digital transformation.