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Generative AI

Mastering Generative AI and LLMs: From Beginner to Black Belt

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Instructor

Ambilio Incubity

Reviews 5.00 (2 Reviews)

Course Overview

Embark on a transformative journey to mastering Generative AI and LLMs with our comprehensive course. Discover the vital importance of learning Generative AI as demand for professionals in this field skyrockets exponentially.

This industry-relevant course, curated by industry experts, provides complete theoretical and practical coverage of essential models such as Stable Diffusion, DALL.E, GPT, LLaMA, LaMDA, and more. From understanding the underlying concepts and algorithms to hands-on implementation and building real-world applications, you’ll gain expertise at a comprehensive level.

Join us to meet the soaring demand for Generative AI and LLM professionals and position yourself at the forefront of this cutting-edge field. Earn a prestigious Generative AI Black Belt Certification, validating your mastery of these transformative technologies. Enroll now and seize the opportunities of the future.

Note: You will get this course added to course dashboard in your account after completing the purchase.

Avail 50% discount on this course until August 15th 2023. Use coupon code AI50.

What You'll Learn?

  • Develop a deep understanding of Generative AI and LLMs.
  • Master advanced techniques in building Language Models and Generative Models.
  • Create industry-relevant applications using LLM-powered frameworks like Hugging Face and LangChain.
  • Gain hands-on experience with cutting-edge models like GPT, DALL.E, and Stable Diffusion.
  • Beginners
  • Basic knowledge of AI, machine learning, deep learning and related fields
  • Intermediate level knowledge of computer vision and NLP
  • Intermediate-level knowledge of python programming
  • Understanding of mathematical concepts
  • Video Lessons
  • Reference Study Materials
  • Python Notebooks
  • Handouts
  • Auto-generated Certificate of Completion
  • Well designed certificate on request

Course Content

  • Introduction to Generative AI

    • Introduction and Overviews

    • Video - Introduction to Generative AI

      00:06:08
  • Language Modeling with Transformers

    • Language Modelling with Transformers

    • Hands-on: Building a Language Modeling model using Transformer

    • Video Tutorial - Language Modelling with Transformers Intuition

      00:07:42

    • Video Tutorial - Language Modelling with Transformers in Python

    • Coding Practice: Language Modelling with Transformers

  • Advanced LLMs

    • Advanced Large Language Models

    • Hands-on: Building an LLM-based Chatbot using the GPT Family of LLMs

    • Video Tutorial - Advanced LLMs Intuition

      00:05:29

    • Video Tutorial - Advanced LLMs in Python

      00:02:08

    • Coding Practice - Advanced LLMs

  • Image Synthesis Models

    • Image Synthesis Models

    • Hands-on: Building an Image Synthesis model using DALL.E

    • Video Tutorial - Image Synthesis Models Intuition

      00:05:39

    • Video Tutorial - Image Synthesis Models Implementation

      00:03:27

    • Coding Practice - Image Synthesis Models

  • Advanced Generative Modes

    • Advanced Generative Models

    • Hands-on: Building a Generative model using Stable Diffusion

    • Video Tutorial - Advanced Generative Models Intuition

      00:02:47

    • Video Tutorial - Advanced Generative Models Implementation

      00:01:36

    • Coding Practice - Advanced Generative Models

  • Generative AI Agents

    • Generative AI Agents - AutoGPT and AgentGPT

    • Hands-on: Building your own Generative AI Agent

    • Video Tutorial - Generative AI Agents Intuition

      00:02:24

    • Video Tutorial - Generative AI Agents Implementation

      00:05:05

    • Coding Practice - Building Generative AI Agents using LangChain

  • LLM-Powered Applications with Hugging Face

    • LLM-Powered Applications with Hugging Face

    • Hands-on: Building Text Generation Applications with Hugging Face

    • Video Tutorial - Beuilding Generative AI Applications using Hugging Face

      00:02:31

    • Coding Practice - Building Generative AI Applications using Hugging Face

  • LLM-Powered Applications with LangChain

    • LLM-Powered Generative AI Applications with LangChain

    • Hands-on: Building LLM-powered applications with LangChain

    • Video Tutorial - LLM-Powered Applications with LangChain Intuition

      00:02:03

    • Video Tutorial - Building LLM-Powered GenAI Applications with LangChain Implementation

      00:05:05

    • Coding Practice - Classification Algorithms

  • Industry-Relevant Use Cases

    • Industry Use Cases of LLMs and Generative AI

    • Video - Industy Use Cases of Generative AI and LLMs

      00:04:15
  • Handouts - Refernce Materials and Notebooks

    • Reference Study Materials

    • Notebook Links

Original price was: $250.00.Current price is: $50.00.
  • Duration 12:00:00
  • Lessons 40
  • Enrolled 10
  • Language English
  • Skill Intermediate
  • Available Seats 25
  • Last Update July 20, 2023