Ultimate ML Engineer Roadmap 2026 🇮🇳

AI ML Roadmap 2026 to become a Machine Learning Engineer in India.
This is a complete AI/ML engineer roadmap from zero to ₹36 LPA covering Python, ML algorithms, projects, internships, and placements.

💻 Laptops I recommend for any Tech Job
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HP 15 (13th Gen Intel Core i3) : https://amzn.to/3UeTdEc (Best under ₹35K)
ASUS Vivobook S16 : https://amzn.to/4pUKhmb (Best under ₹70K)
Apple 2025 MacBook Air : https://amzn.to/45tXMQq (Best under ₹1 Lakh)
Apple 2024 MacBook Pro : https://amzn.to/4o0NZce (Best Overall)

Want to land a high-paying job in 2025 as an AI/ML Engineer? This video gives you the complete AI engineer roadmap 2025 — from zero to ₹36 LPA!

Full AI/ML Roadmap with resources: https://docs.google.com/document/d/1sqKowJKBHREkZb_REXlv8g7t5Ceiq-2ZiNZ2lK8p_X0/edit?usp=sharing

🔍 Covered in this video
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How to start machine learning for beginners
Step-by-step Roadmap for an AI/ML engineer
AI/ML engineer salary
Skills to learn for an ML engineer

🎯 Target Audience
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Engineering students
B.Tech first-year students
Beginners exploring IT career options
Professionals planning a career switch to future-proof roles

🍿 Watch next
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https://www.youtube.com/playlist?list=PLwSrW2kc0xB5XbNzCP9zB8A0KWwF6Wz4G

🔗 Connect with me
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📸 Instagram: https://www.instagram.com/realaaqibshaikh
💼 LinkedIn: https://www.linkedin.com/in/akberhusain-shaikh

🛠️ Tools I use
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Mic I Use: https://amzn.to/3UWjyr8
Camera: https://amzn.to/42aFS45
Camera Stand: https://amzn.to/4n8lEjv
Green Screen: https://amzn.to/47omFzw
Phone: https://amzn.to/4mTjnZG
Desk/Chair Setup: https://amzn.to/41U5xy7

📚 Books I recommend
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How to win friends and influence people: https://amzn.to/4n8fTT4
Atomic habits : https://amzn.to/41Ev8ea
The 4-Hour Work Week : https://amzn.to/46isVHX
The Psychology of Money : https://amzn.to/46tqD7Z

🚨 Disclaimer: While I share my personal experience and insights in this video, I am not a professional career advisor or consultant. I aim to provide valuable advice based on my career journey, but it’s always a good idea to seek professional guidance if needed.

#TechCareerGuide #CareerAdvice #FutureProofJobs #highpayingjobs
#TechCareers #FutureJobs #CareerSwitch #50LPA #BeginnerToPro
#akbershaikh #MediocreKuchKar

⏱️ Timecodes
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00:00 Is AI ML worth it
00:31 But it's a slippery road
01:01 Topics Covered
01:23 Do you need a degree
02:07 Where to Start
02:54 Core CS Skills
04:43 Data Handling
05:56 Maths
06:23 Core ML
06:47 Advance ML
07:18 Mistakes to Avoid
08:22 How to Land a High-Paying Job
10:13 What else?