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AI & Data • Step-by-Step Curriculum

AI Tools & Coding with AI Setup (Everything Before Coding & Debugging)

Everything a beginner or builder must learn first before coding and debugging with AI: IDE setup, terminal & Git safety, context prompting, diff review, and test-driven verification.

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Sign in to save progress, pass the Mastery Test, and earn a verified MESHLUMA Certificate. Practice Mastery Test (5 Questions)
Practical Equipment & Study Requirements
What laptop, phone, internet, and free tools you need for this field—plus cloud options if your device is low-spec.
Laptop / PC Specs

Minimum:

Recommended:

Free Cloud Option:

Phone & Internet

Laptop Essential

Internet: Low-to-moderate (~250 MB/week) for IDE extensions, docs, and AI chat.

Free Software & Hardware Kit

Hardware / Kit: None required

Intermediate Stage

Build real multi-part projects, tooling fluency, and problem-solving speed.

Step 3 intermediate ~8 hrs

Context-First Prompting: Specs, File Paths & Constraints

Stop getting broken guesses from AI by providing exact error messages, file paths, and clear goals.

What You Will Learn
  • Spec-before-code prompting
  • Scoping changes to specific files & functions
Hands-On Milestone Project: Write a structured feature prompt that produces a clean, minimal diff.
Step 4 intermediate ~8 hrs

Reviewing AI Code Safely (Diffs, Hallucinations & Security)

Spot invented packages, SQL injection, broken auth checks, and duplicated logic before accepting code.

What You Will Learn
  • Reading git diff line-by-line
  • Verifying package names & framework docs
Hands-On Milestone Project: Audit an AI-generated pull request and fix 3 planted security/logic issues.
Field Mastery Assessment

AI Tools & Coding with AI Setup (Everything Before Coding & Debugging) — Practical Mastery Assessment

Score 80% or higher (5 scenario questions) + submit your real practical capstone project after at least 7 days of study to earn a Verified MESHLUMA Certificate.

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Tests are given after studying all 6 steps to prove real practical mastery.

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