How to Learn AI/ML? Complete Roadmap for Beginners in 2025 | Free Resources & Projects!|| Dev Bnayak

AI & Machine Learning are among the fastest-growing fields! But how do you learn them effectively without confusion? 🤔

In this video, I’ll guide you through a step-by-step roadmap to become an AI/ML expert—without spending huge money on courses! 📚

✅ What You Will Learn:
📊 What is AI/ML? Simple and easy explanation
💻 Best free courses & resources for learning AI/ML (Python, Deep Learning, Kaggle Projects)
🚀 Real-world projects to take your skills to the next level
💼 How to get an AI/ML job by following this 2025 roadmap
💡 Want to learn AI and Machine Learning? Watch till the end!

📌 Free Learning Resources (Best AI Courses 2025):
✅ Math & Stats: Khan Academy, 3Blue1Brown
✅ Python Programming: Google’s Python Course
✅ ML Concepts: Andrew Ng’s Coursera Course (Machine Learning Specialization)
✅ Practice & Projects: Kaggle, GitHub
✅ Deployment Skills: FastAPI, Docker tutorials
🚀 AI/ML Roadmap 2025 for Beginners:
Learn AI and Machine Learning step-by-step with this 2025 roadmap! Covering:

📈 Python for Machine Learning
🤖 Deep Learning & Neural Networks (TensorFlow, PyTorch)
🧠 AI/ML Projects for Beginners (Kaggle Competitions)
📊 AI Career Tips & Free Courses from Andrew Ng & FastAI
This video is perfect for beginners and aspiring AI Engineers, Data Scientists, and ML Developers.

🎯 LIKE, SHARE & SUBSCRIBE to DevBinayak for more valuable AI, ML, and tech content! 🚀
📣 Drop a comment: Which AI course or project excites you the most?

#AI #MachineLearning #AIMLRoadmap2025 #LearnMLFree #BestAICourses2025 #MLProjectsForBeginners #PythonForML #AIForBeginners #TechJobs #DevBinayak

Видео How to Learn AI/ML? Complete Roadmap for Beginners in 2025 | Free Resources & Projects!|| Dev Bnayak канала Dev Binayak