Master large language models and modern NLP. Build, fine-tune, and deploy production language systems.
Build production-grade language models and NLP systems
Understand GPT, BERT, T5, and other state-of-the-art language models. Learn how they work and their differences.
Learn to fine-tune LLMs for your specific tasks. Work with HuggingFace, optimize efficiently, and deploy models.
Create chatbots, text classifiers, summarization systems, and more. Integrate with APIs and build production systems.
Hottest AI specialization with explosive growth
Neural networks, backprop, RNNs (we recommend our Deep Learning course)
Tokenization, embeddings, attention (basics covered, prior knowledge helpful)
Python proficiency, PyTorch/TensorFlow experience
Understanding large language models and transformer architecture
Understand what large language models are, how they're trained, and why they're revolutionary.
Start LearningLearn how LLMs convert text to numbers. Master tokenizers and word embeddings.
Start LearningMaster the art of prompting. Learn techniques to get better outputs from LLMs.
Start LearningLearn few-shot learning, in-context learning, and Retrieval Augmented Generation (RAG) systems.
Start LearningFine-tuning, optimization, and production deployment
Learn different fine-tuning approaches: full fine-tune, LoRA, QLoRA. Optimize for speed and memory.
Start LearningMaster quantization, distillation, and efficient inference. Deploy models at scale.
Start LearningBuild production LLM apps: chatbots, agents, pipelines. Integrate APIs, handle errors, monitor systems.
Start LearningBuild real-world LLM applications
Complete end-to-end project: Fine-tune BERT for sentiment analysis on IMDb dataset. Includes training, evaluation, and FastAPI deployment.
Start ProjectBuild a production-ready RAG system with LangChain, ChromaDB, and Gradio. Document Q&A with conversational memory and source citations.
Start ProjectDeploy LLMs at scale with vLLM, quantization, Docker, and Kubernetes. Includes monitoring, cost optimization, and production best practices.
Start ProjectExplore more courses to expand your AI and programming skills