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Lesson 2 · Cinematic Video
Algorithm Selection
AI Capstone · Model Development
Overview
Aaj Hum Kya Seekhenge?
Is lesson me hum Algorithm Selection ke baare me detail se seekhenge. Topics include: Sahi tool…
📖
AI
🎓
AI Capstone
⏱️
~25 min
Learning Goals
Seekhne Ka Maqsad
🎯
Sahi tool sahi kaam ke liye. Tum seekhoge:…
Topic 1
Sahi tool sahi kaam ke liye. Tum seekhoge: Problem type → Algorithm mapping: Tabular Classification (Logistic Regression, Random Forest, XGBoost, LightGBM, CatBoost, SVM), Tabular Regression (Linear/Ridge/Lasso, Random Forest, Gradient Boosting
🤖Sahi tool sahi kaam ke liye. Tum seekhoge: Problem type → Algorithm mapping: Tabular…
Key Takeaways
Aaj Kya Seekha?
1️⃣
Sahi tool sahi kaam ke liye. Tum…
Quick Quiz
Quiz — Question 1
Algorithm Selection me Sahi tool sahi kaam ke liye. Tum seekhoge: Problem type → Algorithm mapping: Tabular…