Generative Ai Essentials: The No. 1 Skill For Ai-Driven Era

Master Generative AI - from prompt engineering to domain-specific LLMs. As essential as basic reading, writing and maths

What you'll learn

Generative AI Evolution: Understanding foundational models like transformers, GPT, and their significance.

Prompt Engineering: Crafting effective prompts to achieve optimal results from AI models.

Embeddings and Vector Databases: Exploring how information is represented and used for semantic searches and AI-powered systems.

AI Agents: Building task-specific, intelligent agents using Generative AI.

Domain-Specific Applications: Applying Generative AI to business, legal, and other fields with relatable, real-world examples.

MLOps for Generative AI: Managing AI workflows, from fine-tuning to deployment, with modern tools like Vertex AI.

Practical and Real-World Applications: Learn how to use Generative AI in industries like business, law, and more.

Future-Ready Skillset: Equip yourself with the knowledge to adapt and excel in an AI-driven world.

Requirements

No coding skills required. You will learn everything you need to know within the course.

The course explains concepts in simple, non-technical terms and make them accessible for learners without coding or math skills.

Description

In today’s rapidly evolving world, mastering Generative AI is as fundamental as learning math was in the past. Whether you’re a professional, student, or simply curious, this course is designed to make the transformative power of Generative AI accessible to everyone, regardless of technical expertise.Generative AI is revolutionizing industries by enabling smarter problem-solving, creative innovation, and automation. This course takes a step-by-step approach, explaining core concepts in clear, layman’s terms. Using relatable examples from everyday domains like business, legal, education, and more, we’ll show you how to unlock AI's potential in your own work or studies.Key topics include the evolution of AI models, mastering prompt engineering, understanding embeddings and vector databases, and building intelligent AI agents. You’ll also explore domain-specific models like SecLM and Med-PaLM and learn how modern MLOps practices streamline AI workflows.**INCLUDES A FULL CHAPTER ON DEEP SEEK including an Assignment that deepens your understanding**No advanced math or coding skills? No problem! The course is packed with simple analogies, real-world applications, and interactive examples that ensure you’ll not only understand Generative AI but also feel confident in applying it.What You’ll Gain:A solid understanding of Generative AI concepts, tailored for non-technical learners.Hands-on skills to create and use AI models across various industries.Insights into how Generative AI can solve problems in domains like business and law, explained with practical examples.The ability to think critically about AI applications and make informed decisions about its use.Prepare to acquire the most essential skill of the AI-driven era, enabling you to thrive in your career and adapt to the future with confidence!Key Focus Areas:Explaining concepts in simple, non-technical terms to make them accessible for learners without coding or math skills.Using examples from business, legal, and creative domains to demonstrate how AI solves everyday problems.Providing hands-on experience with Generative AI tools and techniques.Please Note:No Coding or Math Skills Needed: The course is taught in simple terms, making complex topics accessible to all.Practical and Real-World Applications: Learn how to use Generative AI in industries like business, law, and more.Future-Ready Skillset: Equip yourself with the knowledge to adapt and excel in an AI-driven world.

Overview

Section 1: Introduction to Generative AI

Lecture 1 Why Generative AI? Essential Skill for the AI Era like Reading, Writing, Math

Lecture 2 Demystifying Generative AI

Lecture 3 How Generative AI Works (Layman’s Explanation)

Lecture 4 Deep Dive: Large Language Models and the Science of Text Generation

Lecture 5 Deep Seek - The new kid on the block

Section 2: Mastering Prompt Engineering

Lecture 6 The Art of Asking the Right Questions

Lecture 7 Fine-Tuning Your Prompts for Better Results

Lecture 8 Common Pitfalls and How to Avoid Them

Lecture 9 Deep Dive: Inference Acceleration and Prompt Optimization

Lecture 10 Hands-On Lab: Prompt Engineering

Section 3: Understanding Embeddings and Vector Databases

Lecture 11 Embeddings in AI

Lecture 12 Vector Databases in Action

Lecture 13 Practical Exercise: Building a Simple Search Engine

Lecture 14 Deep Dive: Embedding and Vector Databases

Lecture 15 Hands-On Lab: Advanced Applications – RAG, Text Similarity, and Neural Networks

Section 4: Building Intelligent AI Agents

Lecture 16 Anatomy of an AI Agent

Lecture 17 Developing Your First AI Agent

Lecture 18 Debugging and Improving AI Agents

Lecture 19 Deep Dive: AI Agents

Lecture 20 Hands-On Lab: Talking to Databases and Building Agentic Systems

Section 5: Domain-Specific Applications of Generative AI

Lecture 21 Specialized Models and Their Use Cases

Lecture 22 Applying Generative AI in Business

Lecture 23 Legal Applications of Generative AI

Lecture 24 Creative Applications of Generative AI

Lecture 25 Deep Dive: Domain Specific LLMs

Section 6: MLOps for Generative AI

Lecture 26 What is MLOps?

Lecture 27 Tools for Managing Generative AI Workflows

Lecture 28 Fine-Tuning and Deploying Models

Lecture 29 Deep Dive: MLOps

Section 7: Capstone Project

Lecture 30 Problem Statement

Lecture 31 Building the Solution

Lecture 32 Presentation and feedback

Lecture 33 Workalong Example Capstone Project

Section 8: Next Steps and Career Opportunities

Lecture 34 Future of Generative AI

Lecture 35 Careers in Generative AI

Lecture 36 Multi-Modal Prompts: Use Image, Audio, and Video as Inputs in AI Systems

Students and Lifelong Learners Anyone eager to understand the basics of Generative AI and its applications, even without prior technical knowledge.,Business Professionals Managers, entrepreneurs, and executives who want to leverage AI to streamline processes, enhance decision-making, and drive innovation in their organizations.,Legal Professionals Lawyers, paralegals, and legal researchers interested in how Generative AI can be used for drafting, reviewing, and researching legal documents.,Educators and Creatives Teachers, writers, and designers looking to integrate AI into lesson planning, content creation, or ideation processes.,Tech Enthusiasts and Newcomers Anyone curious about AI’s potential and seeking a beginner-friendly way to explore its power and versatility.,Career Changers Individuals seeking to upskill in AI to remain competitive in their current roles or transition into AI-focused careers.