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Master Generative AI: Essential Leadership Skills for Future
3 students

Master Generative AI: Essential Leadership Skills for Future

Master LLM, Chatgpt, Gemini, Deepseek, Prompt Engineering, Embeddings, Vectors, Domain LLMs, Business Applications &more
Created byDiwakar Thakore
Last updated 3/2025
English

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.

Course content

8 sections • 36 lectures • 4h 13m total length

  • Why Generative AI? Essential Skill for the AI Era like Reading, Writing, Math10:15

    1. The evolution of skills in the AI era: Why Generative AI is a must-have skill.

    2. Overview of real-world applications in business, law, education, and more.

    At the end of the lecture, learner shall understand why mastering Generative AI is essential in today’s world and how it applies across various domains.

  • Demystifying Generative AI13:55

    1. What is Generative AI, and how does it differ from traditional AI?

    2. Key terms: Language models, embeddings, prompt engineering, and vector databases.

    At the end of the lecture, learner shall understand the core concepts of Generative AI and its distinctions from traditional AI.

  • How Generative AI Works (Layman’s Explanation)12:33

    1. Simplified breakdown of transformers, GPT, and diffusion models.

    2. Analogies to make complex concepts accessible.

    3. Learners shall gain a simplified understanding of the mechanisms powering Generative AI models.

  • Deep Dive: Large Language Models and the Science of Text Generation7:25

    Gain a deeper understanding of large language models, their architecture, and how they generate coherent text.

    This lecture is designed for learners with a strong interest in the technical aspects of Generative AI, such as the inner workings of large language models and text generation systems.

  • Deep Seek - The new kid on the block3:46

    DeepSeek, the latest AI disruptor, is redefining efficiency with its carbon-neutral approach to high-performance computing. Combining deep learning with sustainability, it challenges industry norms by reducing power consumption while maintaining cutting-edge capabilities. Its innovative architecture optimizes model performance, making AI more accessible and environmentally responsible. With applications spanning enterprise solutions, research, and open-source AI, DeepSeek is poised to reshape the landscape. As it gains traction, its impact on the future of AI development and sustainability remains a topic of keen interest. This lecture reviews this new 'kid on the block' for the course learners.

  • Discussion Questions on Deep Seek

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:

  1. No Coding or Math Skills Needed: The course is taught in simple terms, making complex topics accessible to all.

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

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

Who this course is for:

  • 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.

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