ADaSci Academy

    Generative AI Crash Course with Hands-on Implementations

    This hands-on crash course in Generative AI covers foundational concepts and leading models like GPT, diffusion models, and NLP transformers. Learn to implement real-world applications using ChatGPT and other tools, equi…

    3,801+ enrolled
    4 hours
    Beginner
    Generative AI Crash Course with Hands-on Implementations
    01 — Overview

    About this course

    This hands-on crash course in Generative AI covers foundational concepts and leading models like GPT, diffusion models, and NLP transformers. Learn to implement real-world applications using ChatGPT and other tools, equipping yourself with practical skills to build intelligent, generative systems across various domains and industry use cases.

    02 — Outcomes

    What you'll learn

    ✓
    Grasp Core Concepts of Generative AI: Understand the principles behind generative models and how they differ from traditional AI systems.
    ✓
    Explore Popular Generative Models: Gain detailed knowledge of GPT, diffusion models, and NLP transformers, including their architecture and use cases.
    ✓
    Hands-on Implementation of AI Models: Learn to apply generative models in practical scenarios using tools and frameworks suited for real-world deployments.
    ✓
    Build with ChatGPT and Related Tools: Acquire the skills to work with ChatGPT and similar applications, enabling interactive and intelligent system development.
    ✓
    Understand and implement concepts related to Prompt Engineering and Retrieval Augmented Generation.
    03 — Curriculum

    Course content

    3 sections · 9 lectures

    Introduction Video
    0
    Getting Started with Generative AI - Handout Notes
    0
    Codes for Practice
    0
    Deep Dive into Prompt Engineering
    0
    Prompt Engineering - Handout Notes
    0
    Diving into Retrieval-Augmented Generation (RAG) with Pinecone - Intuition
    0
    Diving into the implementations: Advanced RAG with Pinecone
    0
    RAG with Pinecone Vector DB - Handout Notes
    0
    Codes for Practice
    0
    04 — Prerequisites

    Requirements

    • This hands-on crash course in Generative AI covers foundational concepts and leading models like GPT, diffusion models, and NLP transformers. Learn to implement real-world applications using ChatGPT and other tools, equipping yourself with practical skills to build intelligent, generative systems across various domains and industry use cases.
    05 — Audience

    Who should take this course

    • Beginners in Generative AI

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    Duration4h
    LevelBeginner
    CertificateYes

    $39.99