| File Name: | Mastering Generative AI From Neural Networks to Multi-Agents |
| Content Source: | https://www.udemy.com/course/mastering-generative-ai-from-neural-networks-to-multi-agents |
| Genre / Category: | Other Tutorials |
| File Size : | 4.3 GB |
| Publisher: | Puria Izady |
| Updated and Published: | October 3, 2025 |
Master Generative AI from the ground up in this comprehensive masterclass that takes you from core machine learning concepts to building production-ready AI applications. Whether you’re a software engineer, data scientist, or tech professional looking to stay ahead of the AI revolution, this course provides everything you need to become a Generative AI expert.
Core Foundations:
- Deep dive into Machine Learning, Neural Networks, and Deep Learning fundamentals
- Understand embeddings, transformers, and diffusion models that power modern AI
- Learn how foundation models like GPT, Claude, and Stable Diffusion actually work
Natural Language Processing Mastery:
- Build and fine-tune Large Language Models (LLMs) for conversation and text generation
- Master tokenization, text classification, topic modeling, and named entity recognition
- Understand evaluation metrics and benchmarks used by industry leaders
- Implement supervised fine-tuning for specialized AI applications
Image Generation & Computer Vision:
- Create stunning images using text-to-image and image-to-image models
- Master image editing, inpainting, and style transfer techniques
- Fine-tune image generation models for custom use cases
Advanced Model Customization:
- Master prompt engineering and in-context learning strategies
- Build Retrieval Augmented Generation (RAG) systems that ground AI in your data
- Implement cutting-edge GraphRAG and StructRAG architectures
- Apply Parameter-Efficient Fine-Tuning (PEFT) and LoRA techniques
- Train models using Reinforcement Learning from Human Feedback (RLHF) and Direct Preference Optimization (DPO)
- Optimize models through knowledge distillation
DOWNLOAD LINK: Mastering Generative AI From Neural Networks to Multi-Agents
Mastering_Generative_AI_From_Neural_Networks_to_Multi-Agents.part1.rar – 1000.0 MB
Mastering_Generative_AI_From_Neural_Networks_to_Multi-Agents.part2.rar – 1000.0 MB
Mastering_Generative_AI_From_Neural_Networks_to_Multi-Agents.part3.rar – 1000.0 MB
Mastering_Generative_AI_From_Neural_Networks_to_Multi-Agents.part4.rar – 1000.0 MB
Mastering_Generative_AI_From_Neural_Networks_to_Multi-Agents.part5.rar – 381.3 MB
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