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Search practical tutorials across Machine Learning, Deep Learning, Generative AI, LLMs, RAG, Agentic AI and production AI engineering.
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Machine Learning
60 lessons
Foundations, data preparation, classical algorithms, evaluation and forecasting.
Deep Learning
27 lessons
Neural networks, backpropagation, CNNs, transformers, vision and advanced models.
Generative AI
17 lessons
VAEs, GANs, diffusion, multimodal generation, evaluation and deployment.
LLMs & RAG
16 lessons
Tokenization, transformers, embeddings, vector databases, RAG and LLMOps.
Agentic AI
16 lessons
Tool calling, memory, planning, MCP, multi-agent systems, safety and deployment.
AI Engineering
8 lessons
Production pipelines, serving, monitoring, reliability, CI/CD and system design.
Start with a strong lesson
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Linear Regression Step by Step
Build intuition for the line of best fit, loss and a complete Python workflow.
Neural Networks Explained
Understand neurons, layers, activations and how a network learns from data.
Retrieval-Augmented Generation (RAG)
Learn retrieval, grounding, embeddings and the complete RAG information flow.
What Is an AI Agent?
Connect tools, planning, memory and decisions into an agentic workflow.
From the blog
Practical ML & AI articles
Deeper guides, comparisons and career articles that complement the lesson curriculum.
Agentic AI Interview Preparation Guide
Prepare for Agentic AI interviews with a structured plan covering tool calling, planning, memory, MCP, multi-agent systems, safety, evaluation, and deployment.
LLM & RAG Interview Preparation Guide
Prepare for LLM and RAG interviews with a step-by-step plan covering Transformers, embeddings, retrieval, reranking, evaluation, safety, and production LLM systems.
Generative AI Interview Preparation Guide
Prepare for Generative AI interviews across generative modelling, VAEs, GANs, diffusion, multimodal AI, fine-tuning, evaluation, safety, and deployment.
Career preparation
Preparing for an interview?
Practice ML, Python, SQL, LLM/RAG and system-design questions with dedicated interview lessons.
10 Free Interview Handbooks
Download detailed PDFs for Machine Learning, Deep Learning, Generative AI, LLM & RAG, Agentic AI, Python, SQL, System Design, MLOps and Behavioral interviews.
167
Free lessons
12
Project handbooks
17
Curriculum modules
Build something real
Explore step-by-step ML & AI project handbooks