🚀 2-Week Fast-Track Plan (For Urgent Prep)

👉 Best if you already have some Azure or AI basics.

Day 1–2: Azure AI Fundamentals

• Overview of AI workloads
• Azure AI services intro
• Learn:
  • Azure Machine Learning basics
  • Azure Cognitive Services

Day 3–5: Vision + Speech

• Image processing & OCR
• Face detection & analysis
• Speech-to-text, text-to-speech

👉 Focus tools:

• Azure AI Vision
• Azure Speech Service

Day 6–8: NLP (Most Important for Exam)

• Text analytics
• Language detection
• Key phrase extraction
• Chatbots

👉 Learn:

• Azure AI Language
• Azure Bot Service

Day 9–10: Generative AI + OpenAI

• Prompt engineering
• Deploying models

👉 Focus:

• Azure OpenAI Service

Day 11–12: Knowledge Mining

• Search + indexing
• Document extraction

👉 Tool:

• Azure AI Search

Day 13–14: Revision + Practice Tests

• Do mock exams
• Review weak areas
• Go through Microsoft Learn la

📘 4-Week Balanced Plan (Recommended)

👉 Best for most candidates

Week 1: Core Concepts

• AI workloads + responsible AI
• Azure basics + services overview

Week 2: Vision + NLP

• Work hands-on with:
  • Vision APIs
  • Language APIs
• Build small projects:
  • Image caption generator
  • Sentiment analyzer

Week 3: Bots + OpenAI

• Build chatbot using:
  • Azure Bot Service
• Learn prompt engineering
• Use OpenAI APIs

Week 4: Search + Revision

• Implement:
  • Document search system
• Practice tests + case studies

🧠 8-Week Deep Learning Plan (Best for Jobs + Interviews)

👉 Best if you're targeting Azure AI Engineer roles

Weeks 1–2: Foundations

• AI concepts + Azure basics
• Python basics (if needed)

Weeks 3–4: Vision + NLP Deep Dive

• Build:
  • OCR pipeline
  • Sentiment analysis app
• Understand API responses deeply

Weeks 5–6: OpenAI + Advanced AI

• Work with:
  • Azure OpenAI Service
• Build:
  • ChatGPT-like chatbot
  • Q&A system

Week 7: Knowledge Mining + Search

• Build document intelligence system
• Use:
  • Azure AI Search

Week 8: Real-World Projects + Mock

• 2–3 projects:
  • Resume analyzer
  • AI chatbot
  • Image tagging system
• Practice exams + revision

🎯 Study Resources (Must Use)

• Microsoft Learn (official modules)
• Hands-on labs (VERY important)
• Practice tests

⚡ Pro Tips (From Real Interview Perspective)

• Don’t just memorize → know when to use which service
• Focus on:
  • Vision vs NLP vs Search differences
• Be ready for:
  • Scenario-based questions (very common)