Udemy – Mastering Generative AI From Neural Networks to Multi-Agents

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