Structured Courses
Follow these step-by-step learning paths designed to take you from fundamentals to professional competence in AI and software engineering. If you enjoy my work and would like to help keep it free, you can support my mission here.
Full Python Course: Zero to Hero
Master Python from the basics to advanced concepts with real-world projects and in-depth engineering deep dives.
Running and Managing Local LLMs with Ollama
Learn how to run, customize, and deploy local large language models using Ollama, from installation to production-ready RAG systems.
Agentic AI Development: From Single Agents to Multi-Agent Systems
Master the design, building, and deployment of agentic AI systems using LangChain, LangGraph, CrewAI, and more.
LangChain (Python): Complete Step-by-Step
Master building production-ready LLM applications using LangChain. Learn models, prompts, chains, retrieval, memory, tools, and agents.
Introduction to Generative AI
A clear, practical introduction to GenAI. Understand how it works, from Transformers to RAG and Agents, and learn to build real-world applications.
AWS Bedrock: End-to-End (Foundations to AgentCore)
Master managed LLMs, RAG, and Agents on AWS. Build production-grade AI systems using Knowledge Bases and AgentCore orchestration.
AI Security: From Fundamentals to Advanced Defense
Master AI security across the entire lifecycle. Learn to identify, exploit, and defend against AI-specific threats including prompt injection, data poisoning, and agent exploits.
Introduction to AI for Business Professionals
Equip yourself with the knowledge to lead AI initiatives. Learn AI terminology, evaluate business opportunities, and implement AI strategy responsibly.
CI/CD Pipelines with GitLab: From Basics to Production
Master automated software delivery. Build, test, and deploy robust pipelines through GitLab CI/CD, including Docker and Kubernetes integrations.
Docker & Docker Compose: Containerization from Scratch
Learn to build, ship, and run applications anywhere. Master Docker, Docker Compose, and Podman for modern software development.
n8n: End-to-End Workflow Automation & AI Orchestration
Automate your life and business. Learn to build production-grade workflows and AI agents with the powerful n8n platform.
Understanding Large Language Models (LLMs)
Build a clear, accurate, and practical understanding of how LLMs work internally, why they behave the way they do, and how to use them responsibly.
Mastering Git — From Basics to Advanced
A comprehensive guide to version control with Git. Master everything from simple commits to complex submodule management and team workflows.
How to Use ChatGPT Effectively: From Beginner to Power User
Master the art of prompt engineering, workflow automation, and AI integration with ChatGPT to maximize your productivity and output quality.
LangGraph — Visual and Conceptual Guide (With Code Examples)
This course introduces LangGraph, a graph-based framework for building controlled, deterministic, and scalable AI workflows. The focus is on visual thinking, system design, and mental models**, not implementation details.
End-to-End Multimodal RAG: From Raw Data to Production Systems
Master production-grade Multimodal RAG systems. Learn to ingest, process, and reason over text, PDFs, images, audio, video, and structured data using LangChain, Chroma, Ollama, and AWS Bedrock.
Building and Deploying AI Agents End to End
Learn to build, secure, and deploy production-grade AI agents. Master LangChain, LangGraph, containerization, AWS deployment, and system architecture for autonomous intelligent systems.
AI for Everyone: Understanding and Using AI in Daily Life
A practical, non-technical introduction to AI. Learn how AI works, recognize it in your daily tools, and leverage AI to boost your personal and professional productivity responsibly.
AI-Powered Creativity: Writing, Art, and Music
Unleash your creative potential with AI. Learn to leverage generative models for high-quality writing, stunning visual art, and original music composition in professional and personal projects.
AI for Entrepreneurs: Growing Your Business with Technology
A practical, non-technical guide for business owners to leverage AI for marketing, market research, operations, and product development.
Quantum Computing for Beginners
A first-principles guide to quantum computing. Learn superposition, entanglement, and quantum algorithms through intuition and real-world analogies.
AWS Certified AI Practitioner (AIF-C01)
Master the foundations of AI and Machine Learning on AWS. Prepare for the AIF-C01 exam with comprehensive coverage of AI concepts, AWS services, and responsible AI practices.
AWS Certified Generative AI Developer – Professional (AIP-C01)
Prepare for the AWS Certified Generative AI Developer – Professional exam. Master foundation model integration, RAG architectures, agentic AI patterns, and responsible AI governance on AWS.
Gemini and Google AI Studio: Building and Deploying AI Applications
Learn how to use Google’s Gemini models and Google AI Studio to build, fine-tune, and deploy AI applications.
Google Cloud Generative AI Leader – Certification Prep
Prepare C-Suite, VPs, Directors, and Business Leaders to pass the Google Cloud Generative AI Leader certification. Learn GenAI concepts, maximize ROI, and lead responsible AI initiatives.
Google Cloud Professional Machine Learning Engineer – Certification Prep
Master the design, building, and productionizing of ML models on Google Cloud. Covers BigQuery ML, Vertex AI, MLOps, and scalable infrastructure.
AWS Certified Cloud Practitioner – Certification Prep
This course prepares learners for the AWS Certified Cloud Practitioner (CLF-C01) exam. No deep technical experience is required; the focus is on cloud concepts, core AWS services, security, architecture, billing, and compliance.
Vector Databases: From Fundamentals to Production AI Systems
Master vector databases from the ground up. Learn how embeddings power semantic search, store and query vectors at scale, and build real-world AI applications using Pinecone, Chroma, and OpenSearch.
Token Efficiency in LLM Use, Agentic AI, and Beyond
Master the art and science of token efficiency in LLM applications. Learn to reduce costs, improve latency, and build scalable agentic AI systems through architectural optimization, prompt caching, and context management.
Linux Systems & Networking Mastery Program
From absolute basics to advanced system internals, security, automation, and networking. Master Linux for production environments, DevOps, and cloud infrastructure.
Gemini ADK: End-to-End Agent Development Course
Master the design, building, and deployment of intelligent agents using Google's Gemini Agent Development Kit (ADK). Learn orchestration, tool use, memory, and production deployment on AWS and Kubernetes.
Graph RAG: From Foundations to Production-Ready Systems
Master the art of building Graph Retrieval-Augmented Generation (Graph RAG) systems. Learn why traditional RAG fails, how to design knowledge graphs, and how to implement multi-hop reasoning using LangChain and Neo4j.
Become an LLM Engineer: Complete Course
Master LLM fundamentals, prompt engineering, RAG, fine-tuning, agents, and LLMOps. Build production-grade AI applications using FastAPI, LangChain, LangGraph, and AWS Bedrock.
Fine-Tuning Models: From Foundations to Production-Ready Systems
A practical, end-to-end guide to fine-tuning large language models. Learn why prompting fails for production, what weight updates actually change, and how to design, train, evaluate, and operate fine-tuned models safely.
FastAPI: Complete End-to-End Course
A comprehensive guide to building production-grade APIs with FastAPI. Master asynchronous programming, data validation, security, and deployment for modern web applications and AI services.
Kubernetes — From Beginner to Advanced
A comprehensive, step-by-step guide to mastering Kubernetes. Learn to deploy, scale, secure, and monitor containerized applications in production environments using Docker, AWS, and modern DevOps tools.