Guided Track
Machine Learning Projects
Machine Learning
Machine Learning Projects
End-to-end ML pipelines and models. Master predictive modeling, anomaly detection, and production-ready architectures.
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Guided Track
Data Science Projects
Data Science
Data Science Projects
Exploratory Analysis & Visualization. Build high-performance analysis workflows with Polars, Pandas, and interactive charts.
Guided Track
Generative AI Projects
Generative AI
Generative AI Projects
LLMs, RAG, and Agents. Build multi-agent orchestrations with LangGraph, local model inference, and vector retrieval.
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Generative AI
Build a Multi-Agent System with LangGraph
Generative AI
Build Multi-Agent Systems with LangGraph (2026 Guide)
How to architect stateful multi-agent workflows, cyclic graph transitions, and tool checkpoints.
Computer Vision
E-Commerce Visual Search with CLIP & FAISS
Computer Vision
Build an AI E-Commerce Visual Search Engine with CLIP & FAISS
Zero-shot image similarity retrieval using OpenAI CLIP embeddings and high-speed FAISS vector indices.
On-Device AI
MLX LoRA Studio on Apple Silicon
Fine-Tuning
MLX LoRA Studio: On-Device LLM Fine-Tuning on Apple Silicon
Empirical benchmarks and memory sizing analysis running parameter-efficient fine-tuning on M-series chips.
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