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Welcome to my channel! This channel is dedicated to helping beginners learn Machine Learning, Python, and AI step by step in a simple and practical way. I explain concepts clearly with real examples, roadmaps, and hands-on guidance so that engineering students and beginners don’t feel confused while learning ML. For this exercise, go and create a Kaggle account, download a suitable dataset (like the Titanic dataset), and practice by loading it into Python using Pandas to explore the data, check columns and missing values, and perform basic analysis as part of my learning. KAGGLE LINKE = https://www.bing.com/ck/a?!&&p=69348b... PANDAS DOC= https://www.bing.com/ck/a?!&&p=3996d5... 📌 On this channel, you’ll learn: • Machine Learning from basics • ML Roadmaps for beginners • Python for Machine Learning • Pandas, NumPy, and Data Cleaning • AI & Data Science fundamentals • Live sessions to clear doubts My goal is to make Machine Learning easy, structured, and beginner-friendly, especially for students in India. Subscribe and learn ML the right way, step by step 🚀 New videos and live sessions every week. Stay consistent, keep learning!