Agentic AI
AI Engineer Agentic Track: The Complete Agent & MCP Course 2026
Build AI agents, MCP (Model Context Protocol), AutoGen, LangGraph, and agentic workflows. Text resources (e.g. Github links) linked in course.
AI Engineer Core Track: LLM Engineering, RAG, QLoRA, Agents (2026)
Core track covering LLM engineering, multi-modal apps, RAG, QLoRA fine-tuning, and building agents (8-week track).
AI & ML
AWS Machine Learning Engineer Associate
Complete AWS ML Engineer certification. ML fundamentals, SageMaker, data engineering, model training, MLOps, and generative AI with Bedrock.
Amazon Bedrock - Complete Guide to AWS Generative AI 2024
Complete guide to Amazon Bedrock: text and image models, embeddings, RAG apps, knowledge bases, and custom models.
AWS ML Specialty Hands-On 2025
End-to-end prep for AWS Certified ML Specialty with hands-on labs, SageMaker projects, and exam-style practice sets.
Advanced Learning Algorithms
Neural networks, training techniques, ML best practices, and decision trees. Andrew Ng's curriculum.
Supervised Machine Learning
Supervised ML fundamentals, regression, classification with logistic regression, and gradient descent.
Unsupervised Learning & RL
Unsupervised learning (clustering, anomaly detection), recommender systems, and reinforcement learning.
AWS Certified AI Practitioner
AWS Certified AI Practitioner: AI/ML fundamentals, Amazon Bedrock, SageMaker, and AWS managed AI services.
Cloud & DevOps
AWS Certified Cloud Practitioner
Complete AWS Cloud Practitioner certification. AWS fundamentals and cloud concepts for beginners.
AWS Solutions Architect Associate
Complete SAA-C03 certification. Design and deploy scalable systems on AWS. Adrian Cantrill.
AWS Solutions Architect Associate
Complete SAA-C03 certification course. Design and deploy scalable systems on AWS.
Docker, Kubernetes & AWS with GitHub Actions for DevOps 2025
Docker, Kubernetes, AWS networking, ELB, CI/CD with GitHub Actions, ECS, EKS, and Terraform for DevOps.