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Kickstart your Data Science career with OdinSchool’s Data Science Elite Course (https://www.0din.link/sqrwdm08y) Learn job-ready skills from industry experts & fast-track your career in 2025! Data Scientist Roadmap: https://docs.google.com/document/d/1L... Want to become a Data Scientist in 2025? This video gives you the ultimate step-by-step roadmap to go from beginner to job-ready in just 12 months. Whether you’re a student, fresher, or switching careers, this guide will help you master the exact skills, tools, and projects top companies are hiring for. 🔍 Covered in this video --------------------------------------- Step-by-step Data Scientist roadmap for beginners Data Scientist Salary What does a Data Scientist do? Do you need a degree to become a Data Scientist? Skills to learn for a Data Scientist Data Science vs AI/ML How to land a Data Scientist Job 🎯 Target Audience -------------------------------- BTech, BSC, BCA students Beginners exploring IT career options Professionals planning a career switch to future-proof roles People looking for a high-paying tech Job 🍿 Watch next ------------------------ • Career tips 🔗 Connect with me --------------------------------- 📸 Instagram: / realaaqibshaikh 💼 LinkedIn: / akberhusain-shaikh 💻 Laptops I recommend ------------------------------------------- HP 15 (13th Gen Intel Core i3) : https://amzn.to/3UeTdEc (Best under ₹35K) ASUS Vivobook S16 : https://amzn.to/4lWJr5O (Best under ₹70K) Apple 2025 MacBook Air : https://amzn.to/45tXMQq (Best under ₹1 Lakh) 🛠️ Tools I use -------------------------- 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 --------------------------------------- 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. #datascience #datascienceforbeginners #datascienceroadmap #FutureProofJobs #HighPayingJobs #AkberShaikh #Akber Shaikh #Akbar Shaikh #MediocreKuchKar ⏱️ Timecodes ------------------------- 00:00 Why it is a great option 00:31 But you should be careful 00:46 I can help you 01:09 Topics covered in the video 01:30 What does a Data Scientist actually do? 04:46 OdinSchool 06:19 Do you need a degree? 06:54 Where to start, what to learn? 07:03 Core CS 07:49 Data Handling 08:42 Maths 09:32 ML Projects 09:57 Advance ML 10:28 Data Scientist vs ML Engineer 11:29 Important advice 12:22 Resources