AI/ML Engineer Roadmap 2026: From Beginner to Pro (Ultimate Guide) скачать в хорошем качестве

AI/ML Engineer Roadmap 2026: From Beginner to Pro (Ultimate Guide)

ant to become an AI/ML Engineer in 2026? This video gives you the complete step-by-step roadmap — from absolute beginner to industry-ready professional. We’ll cover the key skills, tools, and projects you need to confidently start your AI & Machine Learning journey. try Kimi AI👉🔗https://www.kimi.com/ What You’ll Learn 00:21 - Why you need to learn AI & ML 01:21 - AL & ML for getting the Job 02:17 - Foundation stage of AI & ML 03:31 - Programming Language 05:00 - Free Resources & Free Video Lectures 05:17 - Mathematical foundation 07:12 - Free Syllabus 07:32 - AI Tools 09:16 - AI for website building 10:50 - Data Handling 12:14 - Exploratory Data Analysis 14:28 - Machine Learning & Types 15:44 - Libraries & Frameworks 16:06 - Deep Learning & Neural Networks 17:23 - Free Resources of AI 18:00 - Advanced AI Concepts 20:16 - Generative & Agentic AI 21:30 - Portfolio & Projects 22:48 - Outro . What to learn first (Math + Python basics) . Core Machine Learning concepts . Deep Learning & Neural Networks . Essential tools: NumPy, Pandas, Scikit-Learn, TensorFlow, PyTorch . High-demand AI skills in 2026 . Portfolio + projects to become job-ready . Free and paid learning resources . Salary insights & career paths 📚Free Resources & Links🔗 Curriculum — https://drive.google.com/file/d/1n73h... ▶ Python Tutorials 👉 Python Playlist —    • Python for Data Science Full Course Part 1...   ▶ Statistics 👉 Statistics Basics —   • Statistics for Data Science Full Course | ...   ▶ Machine Learning 👉 ML Playlist —    • Day 1: Master machine learning for free in...   🧪 Projects (Hands-on) 👉 Netflix Project —    • Full Data Science Project: Netflix Data An...   👉 Zomato Project —    • Full Data Science Project: Zomato Data Ana...   👉 E-commerce Project —    • E-commerce Full Project: Data Analysis wit...   👉 Google Project —    • Full Data Science Project : Google Data An...   👉 Uber Project —    • Full Data Science Project : Uber Data Anal...   ✨ Kickstart your career in a Data Analyst. Apply today! - https://www.theiscale.com/DataAnalyti... ❇️ Explore our Job Oriented Courses: https://www.theiscale.com/explore-course ➖➖➖➖➖➖ 📱 For Any Further Query or Doubts? Contact- 7880-113-112 (Student Helpline Number) For any query connect in WhatsApp with us: https://wa.me/917880113112 ➖➖➖➖➖➖ ✳️ Join Telegram Channel- https://t.me/TheiScale ✳️ Join WhatsApp Channel- https://whatsapp.com/channel/0029VaB5... ➖➖➖➖➖➖➖ 🔗 Download App Google Play : https://play.google.com/store/apps/de...