Certification Study Notes

I study for certs by writing notes. Here's everything I've put together so far.

What's Inside Each Certification

These started as plain markdown files. When I decided to share them as a site, I added interactive features to make them more useful for anyone studying.

📝 Study Notes — All exam domains covered

📋 Cheatsheets — One-page reference for exam day

🎯 Exam Guides — Traps, decision rules, pitfalls

💡 Exam Tips — Strategy and time management

📊 Progress Tracking — Track what you've covered, stored in your browser, never leaves your device

🃏 Flashcards — Interactive quiz decks

🤖 AI Study Assistant — Ask questions about any page or generate flashcards on demand, powered by Google Gemini

Currently Studying

AWS

MLA-C01: ML Engineer Associate

Build, deploy, and maintain ML solutions using Amazon SageMaker and AWS ML services.

1 year AWS experience, SageMaker hands-on, ML fundamentals

Intermediate–Advanced

Google Cloud

GCP-GAIL: Generative AI Leader

Design, implement, and monitor Generative AI solutions using Vertex AI and Gemini models.

Cloud computing basics, Python/API familiarity, ML lifecycle understanding

Intermediate

Azure

AI-102: Microsoft Certified: Azure AI Engineer Associate

Design, implement, and monitor Generative AI solutions using Vertex AI and Gemini models.

Cloud computing basics, Python/API familiarity, ML lifecycle understanding

Intermediate

Completed

Azure

AB-730: AI Business Professional

Leverage Microsoft 365 Copilot and AI tools to enhance daily business productivity and analysis.

Microsoft 365 familiarity, basic business process understanding

BeginnerFeb 2026

Azure

AB-731: AI Transformation Leader

Drive AI adoption and transformation within organizations using Microsoft AI solutions.

Business operations understanding, familiarity with Microsoft 365

Beginner–IntermediateFeb 2026

GitHub

GH-200: GitHub Actions

CI/CD workflows, automation, and GitHub Actions best practices.

Git, GitHub, YAML, CI/CD basics

IntermediateJan 2026

AWS

AIF-C01: AI Practitioner

Foundational understanding of AI/ML concepts, AWS AI services, and responsible AI practices.

Basic cloud computing, data analytics concepts

Beginner–IntermediateJan 2026

AWS

CLF-C02: Cloud Practitioner

Foundational understanding of AWS Cloud, services, and cloud concepts.

Basic IT knowledge, 6 months AWS exposure recommended

BeginnerOct 2024

On the Radar

GitHub GH-900: GitHub FoundationsGitHub GH-100: GitHub AdministrationGitHub GH-300: GitHub CopilotAzure DP-700: Microsoft Certified: Fabric Data Engineer AssociateAWS SAA-C03: Solutions ArchitectAWS AIP-C01: GenAI Developer ProfessionalPython PCEP: Entry-Level Python ProgrammerPython PCAP: Associate Python ProgrammerPMI GenAI for Project Managers

Note

These are personal study notes — always cross-check with official documentation before your exam.