Decision Tree in Machine Learning | Beginner to Advance Full Tutorial in Hindi | Complete in 1 Video
HaiderWithCode
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Decision Tree in Machine Learning | Beginner to Advance Full Tutorial in Hindi | Complete in 1 Video
189 просмотров · 12 дней назад
HaiderWithCode
675 подписчиков
189 просмотров · 12 дней назад
Decision Tree Full Tutorial - Beginner to Advance! Ek Hi Video Me Sab Kuch! 🔥 | ML Tutorial #21
Decision Tree Algorithm Samajh Nahi Aa Raha? Root Node Leaf Me Confuse Ho? Gini vs Entropy Me Kaun Best Hai Pata Nahi? Aur Project Kaise Banana Hai?
Toh Ye Video Aapke Liye Hai! Is Ek Video Me Hum Decision Tree Ko 0 Se Hero Tak Khatam Karenge - Theory, Formula, Python Code Aur 2 Real World Projects Ke Saath!
📌 Is Video Me Kya Sikhenge?
PART 1 - CONCEPTS (Beginner Level)
00:00 - Intro - Decision Tree Kya Hai? Real Life Example Se
02:15 - Decision Tree Kaise Kaam Karta Hai? Ped Se Samjho
05:30 - ROOT NODE LEAF KON HAI KAUN? - 99% Log Yahi Fail Hote Hain!
12:40 - GINI vs ENTROPY BEST KAUN HAI? - Formula Explained
18:30 - Information Gain Kya Hai? Aur Split Kaise Hota Hai?
PART 2 - PRACTICAL (Intermediate Level)
22:15 - Python Me Decision Tree Kaise Banaye? Sklearn Tutorial
28:45 - Gini vs Entropy - Code Me Kaise Use Kare? Practical Difference
33:20 - Overfitting Kya Hai? Decision Tree Me Kyu Hota Hai?
PART 3 - REAL PROJECTS (Advance Level - BTech Final Year Ke Liye)
38:10 - PROJECT 1: Used Car Price Prediction Project Using Decision Tree
Dataset Kaise Clean Kare? Age, KM, Owner, Fuel
Model Train Kaise Kare? Price Kaise Nikale? ₹6,75,000 Predicted!
Full Python Code + Output
55:30 - PROJECT 2: Bank Loan Approval Prediction Project
Income ₹75,000 + Credit Score 760 = Loan Milega Ya Nahi?
Loan Approved vs Loan Rejected - AI Kaise Decide Karta Hai?
Bank Loan Ka Secret Logic
01:08:00 - Conclusion + Next Video - Random Forest Kya Hai?
❓ Aapke Liye Questions:
1. Decision Tree Me ROOT Kahan Hota Hai? Upar Ya Neeche? Comment Me Batao!
2. GINI vs ENTROPY - Aap Kaunsa Use Karoge? G Ya E Likho!
3. Aapko Kaunsa Project Zyada Kaam Ka Laga? Used Car Ya Bank Loan?
Comment Karo - Main Har Comment Ka Reply Karunga!
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