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Learning Paths

Step-by-step career roadmaps for 2026 — built for Indian developers targeting top companies.

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AI/ML Engineer

⏱ 9-12 months₹35L-₹90L
  1. Step 1: Python & Math Foundations (4 wks)
  2. Step 2: NumPy, Pandas, Scikit-learn (4 wks)
  3. Step 3: Deep Learning with PyTorch (8 wks)
  4. Step 4: NLP & Transformers (6 wks)
  5. Step 5: MLOps & Production ML (4 wks)
  6. Step 6: Build 2 end-to-end projects
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💻

Full Stack Engineer

⏱ 6-9 months₹18L-₹55L
  1. Step 1: HTML/CSS/JS Mastery (3 wks)
  2. Step 2: React + TypeScript (6 wks)
  3. Step 3: Node.js + Express APIs (4 wks)
  4. Step 4: Databases: PostgreSQL + MongoDB (4 wks)
  5. Step 5: System Design Basics (3 wks)
  6. Step 6: Deploy on AWS/Vercel
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DevOps / SRE

⏱ 8-10 months₹25L-₹70L
  1. Step 1: Linux & Shell Scripting (3 wks)
  2. Step 2: Docker & Containers (3 wks)
  3. Step 3: Kubernetes (6 wks)
  4. Step 4: CI/CD: GitHub Actions (3 wks)
  5. Step 5: Terraform & IaC (4 wks)
  6. Step 6: Cloud: AWS / GCP (6 wks)
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🎯

FAANG Interview Track

⏱ 4-6 months₹60L-₹2Cr
  1. Step 1: Data Structures & Algorithms (8 wks)
  2. Step 2: LeetCode 150 problems (daily)
  3. Step 3: System Design: Grokking (6 wks)
  4. Step 4: Behavioral prep + STAR method
  5. Step 5: Mock interviews on Pramp
  6. Step 6: Apply to Google, Amazon, Meta India
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