Generative AI and LLM with Python: Plus Real-World Projects
Create State of Art Imagens, Text, Audio and Video with Diffusers, GPT, Transoformers, GANs and more
4.00 (27 reviews)
505
students
7.5 hours
content
Apr 2024
last update
$84.99
regular price
What you will 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
Why take this course?
š **Course Title:** Generative AI and LLM with Python: Plus Real-World Projects
š **Headline:** Create State of Art Imagens, Text, Audio, and Video with Diffusers, GPT, Transformers, GANs, and More!
š **Course Description:**
Transform Your Future with the Art of Generative AI! š
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** š¬: Embark on your journey with an overview of the transformative world of Generative AI. Get a glimpse of what's possible and why this technology is revolutionizing industries across the globe.
2. **Artificial Neural Networks (ANN) Explained** š§ : Delve into the backbone of AI - learn how ANNs mimic the human brain to process information, making them a cornerstone for understanding machine learning and deep learning.
3. **The Power of Transformers** šļø: Discover the mechanisms behind these advanced models that are revolutionizing natural language processing, enabling machines to understand and generate human-like text with unprecedented accuracy.
4. **Mastering Text Generation** āļø: From filling in the blanks to answering complex questions, explore the nuances of AI-driven text generation and how it's transforming communication and content creation.
5. **Beyond Words** š¤: See how AI simplifies tasks like summarization, translation, and even building chatbots, making these tools more accessible than ever before.
6. **The Art of Image Generation** š¼ļø: Unravel the secrets of creating stunning visuals through precise prompt engineering and learn how to harness AI to bring your creative visions to life.
7. **Getting to Know GANs** šØ: Step into the world of Generative Adversarial Networks (GANs) for unparalleled image creation capabilities, understanding the intricate dance between two neural networks competing against each other.
8. **Innovations in Image Generation with GANs** š: Witness the advanced capabilities of GANs in crafting images that are not just random outputs but works of art tailored to your specifications.
9. **Exploring Diffusers** š«ļø: Understand this cutting-edge approach in automatic image generation, learning how diffusers provide a more stable and controlled method for generating high-quality images.
10. **Auto Image Generation** š¤: Learn the techniques for generating images autonomously with AI, making complex tasks like content creation for websites or social media more manageable.
11. **High-Quality and Conditioned Image Creation** šØāØ: Elevate your skills in creating detailed and specific imagery that meets your exact requirements, from realistic landscapes to intricate patterns.
12. **Harnessing Pre-trained Models** š: Leverage existing models for efficient and targeted image generation, understanding how to fine-tune pre-trained models to suit your needs.
13. **Advanced Features** š ļø: Dive deeper into the complex functionalities of Generative AI, exploring topics like conditional generation, inversion, and more.
14. **Audio and Video Generation** š¤š¬: Expand your horizons with AI's capabilities in generating multimedia content, creating new possibilities for entertainment, education, and beyond.
15. **Real-World Applications** š: Implement your knowledge in creating AI-driven chatbots, audio assistants, and more, understanding the practical applications of generative models.
16. **Image Production in Practice** š·āāļø: Apply your skills to produce stunning, AI-generated images, showcasing your newfound capabilities in a tangible way.
**Hands-On Learning Experience** š ļø
Every 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 of how to leverage AI for your projects.
**Who Is This Course For?** š„
This course is tailored for individuals who aspire to delve into the world of generative AI, including:
- Software developers looking to expand their skill set with cutting-edge technologies.
- Data scientists and machine learning engineers aiming to explore new domains within AI.
- Entrepreneurs and business professionals seeking to integrate AI solutions into their products or services.
- Creative professionals interested in harnessing AI for art, design, and multimedia production.
Join us on this exciting journey into the future of technology and creativity with Generative AI! š
Enroll now and be at the forefront of the AI revolution! šāØ
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5561276
udemy ID
9/16/2023
course created date
12/29/2023
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