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Learning resources for “aws”
Pulled from roadmap.sh, GitHub, freeCodeCamp, YouTube & Dev.to
Aws — Official Roadmap
Step-by-step visual learning path covering all skills, tools, and concepts for aws.
aws Full Course & Tutorials
Browse thousands of free aws courses, tutorials and roadmap walkthroughs.
Learn aws — freeCodeCamp
Free, project-based aws courses and certifications with no ads.
VersusControl/devops-ai-guidelines
First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines
piyushsachdeva/DevOps-Roadmap
This repository contains a structured learning path for beginners entering the DevOps and Cloud Engineering field. The curriculum is designed for students, recent graduates, and career switchers, with an estimated completion time of 6-12 months of dedicated learning.
thehimel/data-engineering-roadmap
Complete data engineering roadmap with technologies, certifications (AWS, GCP, Azure, Snowflake, Databricks), and learning resources.
AlvinYangZF/llm-training-roadmap
Hands-on learning path: from running local LLMs to training language models from scratch. Apple Silicon → Mac Studio → AWS cloud. 54 exercises across 10 phases.
Why does AI forget what you said (and how to fix it)
I received following comment on my hallucinations blog post. Comment on Why...
Building a Production Company Website on AWS — Project Overview
What We Built This series documents the end-to-end process of designing, building, and...
I Switched to the Agent Toolkit for AWS. Here's Why.
A hands-on look at the official Agent Toolkit for AWS: what it is, why I switched from the old MCP server, and how to set it up.
AWS Blocks: Full-Stack Building Blocks That Run Locally Without an AWS Account
Why I built a Custom Kiro Power to ship faster with AWS Blocks Every developer building on...
AI / ML
PyTorch · Scikit-learn · MLflow · Feature Eng. · LLMs
MLOps
MLflow · Kubeflow · DVC · Seldon · Feature Store
Data Science
Pandas · NumPy · SQL · Visualization · Statistics
LLM Engineering
RAG · Embeddings · LangChain · Fine-tuning · Agents