Generative AI
Master Generative AI from transformers to production. 101 free tutorials covering diffusion models, RAG, agents, prompt engineering, and more.
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Transformer Architecture
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Diffusion Models
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RAG & Agents
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Prompt Engineering
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Fine-Tuning & PEFT
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Text-to-Image/Video
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Inference Optimization
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AI Safety & Ethics
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Foundations
(15 lessons)Introduction To Generative Ai
Transformer Architecture
Attention Mechanism
Language Model Fundamentals
Pretraining And Finetuning
Prompt Engineering
In Context Learning
Retrieval Augmented Generation
Vector Databases
Embedding Models
Text Generation Models
Instruction Tuning
Rlhf Alignment
Constitutional Ai
Lora Peft
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Core Architectures
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Applications
(20 lessons)Deployment Serving
Fine Tuning Practical
Ai Ethics Bias
Future Of Generative Ai
Ai Powered Search
Recommendation Systems
Document Processing
Conversational Ai
Knowledge Graphs
Synthetic Data Generation
Anomaly Detection
Time Series Forecasting
Reinforcement Learning Ai
Federated Learning
Edge Deployment
Model Compression
Ai Operations Mlops
Data Labeling Annotation
Transfer Learning
Self Supervised Learning
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Advanced Topics
(20 lessons)Diffusion Models Advanced
Autoregressive Models
Gans And Vae
Energy Based Models
Graph Neural Networks
Neural Architecture Search
Explainable Ai
Ai Governance
Responsible Ai
Ai In Healthcare
Ai In Finance
Ai In Education
Ai In Manufacturing
Open Source Ai Ecosystem
Ai Cloud Platforms
Building Ai Startup
Ai Career Paths
Advanced Rag Techniques
Graph Rag
Agentic Rag
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Production & Ethics
(31 lessons)Llm Orchestration
Prompt Management
Llm Evaluation Frameworks
Guardrails And Safety
Llm Caching
Cost Optimization Llm
Multi Tenancy Ai
Ai For Data Science
Nlp Fundamentals
Text Classification
Named Entity Recognition
Sentiment Analysis
Summarization
Machine Translation
Question Answering
Information Extraction
Dialogue Systems
Text To Sql
Code Assistant
Document Qa
Multilingual Models
Model Sizing
Training Infrastructure
Data Pipelines For Ai
Ai Frontend
Ai Testing
Ai Compliance
Capstone Project
Ai Agents Comprehensive
Fintech Ai Comprehensive
Healthcare Ai Comprehensive