Grasp AI by constructing 100 real-world tasks utilizing Python, LLMs, brokers, instruments like LangChain, Ollama, and Streamlit
What you’ll study
Construct and deploy 100 sensible AI and ML tasks from scratch
Perceive core ideas in NLP, laptop imaginative and prescient, and brokers
Use libraries like PyTorch, TensorFlow, HuggingFace, and LangChain
Create AI apps with Streamlit, FastAPI, and Gradio
Advantageous-tune LLMs and construct RAG and agentic techniques domestically
Apply AI in real-world domains: well being, finance, training, and many others.
Combine speech, picture, and textual content fashions into full-stack apps
Consider and take a look at LLMs for security, alignment, and accuracy
Use instruments like ChromaDB, Ollama, and LangGraph offline
Develop moral, aligned, and human-centered AI techniques
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