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    Generative Ai With Python: Plus Real-World Projects

    Posted By: ELK1nG
    Generative Ai With Python: Plus Real-World Projects

    Generative Ai With Python: Plus Real-World Projects
    Published 11/2023
    MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
    Language: English | Size: 2.88 GB | Duration: 7h 18m

    Create State of Art imagens, text, audio and vido with Diffusers, GP T, Transoformers, GANs. Include real world projects

    What you'll learn

    Exploring Diffusers: Study cutting-edge auto image generation methods

    Generative AI Basics: Explore AI's evolution, applications, and impact

    Using Pre-trained Models: Leverage existing AI models for efficient outputs

    ANN Fundamentals: Learn how neural networks mimic human brain functions

    Transformers: Understand these models' roles in language processing

    Text Generation: Master AI-driven text creation and context understanding

    Summarization and Translation: Discover AI's role in language simplification

    AI Chatbots: Design and develop intelligent, conversational AI systems.

    Understanding GANs: Dive into GenerativImage Generation with GANs: Advanced techniques for AI-driven imagery.e Adversarial Networks for image creation

    Advanced Image Creation: Craft high-quality, specific images using AI

    Image Generation Principles: Learn to create visuals using AI techniques

    Requirements

    Even without programming experience, you're all set! Follow along easily with our ready-to-use code templates

    Description

    Transform Your Future with the Art of Generative AI!Welcome to the cutting-edge realm of Generative AI, a comprehensive course designed to unlock the mysteries of artificial intelligence and its creative potentials. Whether you're a budding enthusiast, a seasoned coder, or someone fascinated by the blend of technology and creativity, this course offers a deep dive into the ever-evolving world of AI.Course Overview:1. Introduction: Embark on your journey with an overview of the transformative world of Generative AI.2. Artificial Neural Networks (ANN) Explained: Delve into the backbone of AI - learn how ANNs mimic the human brain to process information.3. The Power of Transformers: Discover the mechanisms behind these advanced models that are revolutionizing natural language processing.4. Mastering Text Generation: From filling in the blanks to answering complex questions, explore the nuances of AI-driven text generation.5. Beyond Words: See how AI simplifies tasks like summarization, translation, and even building chatbots.6. The Art of Image Generation: Unravel the secrets of creating stunning visuals through precise prompt engineering.7. Getting to Know GANs: Step into the world of Generative Adversarial Networks for unparalleled image creation.8. Innovations in Image Generation with GANs: Witness the advanced capabilities of GANs in crafting images.9. Exploring Diffusers: Understand this cutting-edge approach in automatic image generation.10. Auto Image Generation: Learn the techniques for generating images autonomously with AI.11. High-Quality and Conditioned Image Creation: Elevate your skills in creating detailed and specific imagery.12. Harnessing Pre-trained Models: Leverage existing models for efficient and targeted image generation.13. Advanced Features: Dive deeper into the complex functionalities of Generative AI.14. Audio and Video Generation: Expand your horizons with AI's capabilities in generating multimedia content.15. Real-World Applications: Implement your knowledge in creating AI-driven chatbots.16. Image Production in Practice: Apply your skills to produce stunning, AI-generated images.Hands-On Learning ExperienceEvery module in this course is accompanied by practical, real-world examples and source code, providing you with hands-on experience in Generative AI technologies. You'll not only learn the theoretical aspects but also apply them in varied scenarios, ensuring a comprehensive understanding.Who Is This Course For?This course is tailored for individuals who aspire to delve into the world of AI and its creative potentials, including students, developers, and anyone curious about the intersection of technology and art.Join Us on This Exciting JourneyDive into the world of Generative AI and reshape your understanding of what's possible. Enroll now and be a part of this revolutionary learning experience!

    Overview

    Section 1: Introduction

    Lecture 1 Introduction

    Lecture 2 Course Requirements

    Lecture 3 Option 1: Open from Google Drive

    Lecture 4 Option 2: Open from GitHub

    Lecture 5 Option 3: Upload One by One

    Lecture 6 Couse Material for Download

    Lecture 7 Getting to Know Google Colab

    Section 2: Artificial Neural Networks (ANN) Explained

    Lecture 8 Introduction to Artificial Neural Networks

    Lecture 9 Getting to Know Models

    Section 3: The Power of Transformers

    Lecture 10 Introduction to Transformers

    Lecture 11 Transformers Models

    Lecture 12 Hugging Facee and Transformers Module

    Lecture 13 Hugging Face Webpage

    Section 4: Mastering Text Generation,Fiil the Mask and Q&A and

    Lecture 14 Text Generation

    Lecture 15 Text Generation in Python

    Lecture 16 Fill the Mask

    Lecture 17 Fill the Mask in Python

    Lecture 18 Questions and Answers

    Lecture 19 Questions and Answers in Python

    Section 5: Beyond Words: Summarization, Translation and Chatbot

    Lecture 20 Text Summarization

    Lecture 21 Text Summarization in Python

    Lecture 22 Translation

    Lecture 23 Translation in Python

    Lecture 24 Chatbot

    Lecture 25 Chatbot in Python

    Section 6: Prompt Engineering for Image Generation

    Lecture 26 Prompt Engineering

    Section 7: Getting to Know GANs: Generative Adversarial Network

    Lecture 27 Generative Adversarial Network

    Section 8: Innovations in Image Generation with GANs

    Lecture 28 DCGANs (Deep Convolutional GANs)

    Lecture 29 DCGANs in Python

    Lecture 30 PGAN: Progressive GANs

    Lecture 31 PGAN in Python

    Lecture 32 BigGan: Big Generative Adversarial Network

    Lecture 33 BigGan in Python

    Section 9: Exploring Diffusers

    Lecture 34 Introduction to Diffusers

    Lecture 35 Pipelines

    Lecture 36 Taks

    Section 10: Auto Image Generation

    Lecture 37 Autopipeline

    Lecture 38 Auto Text2Image

    Lecture 39 Auto Image2Image

    Lecture 40 Auto Inpainting

    Section 11: High-Quality and Conditioned Image Creation

    Lecture 41 High Quality and Conditional Image Generator

    Lecture 42 Unconditional Image Generator

    Lecture 43 Conditional Image Generator

    Lecture 44 Setting Hyper Parameters

    Lecture 45 Image Variations

    Section 12: Other Pre-trained Models

    Lecture 46 Other Models

    Lecture 47 Pixel Art

    Lecture 48 Caricature

    Lecture 49 Robot

    Section 13: Advanced Features

    Lecture 50 Models and Schedulers

    Section 14: Audio and Video Generation

    Lecture 51 Audio Generation

    Lecture 52 AudioLDM2

    Lecture 53 AudioLDM2 in Python

    Lecture 54 Audio With Transformers

    Lecture 55 Video Generator with Diffusers

    Section 15: Real-World Applications I: Chatbot

    Lecture 56 Introduction

    Lecture 57 Application Architecture

    Lecture 58 Getting to Know the Application

    Lecture 59 Running the Application

    Section 16: Real-World Applications II: Image Production

    Lecture 60 Application

    Lecture 61 Running Image Generator

    This course is ideal for anyone eager to learn about Generative AI, regardless of their background or skill level