Master Optuna: Advanced Hyperparameter Tuning for Machine Learning (Step-by-Step)
23:30
YouTubeData Science with Onur
Master Optuna: Advanced Hyperparameter Tuning for Machine Learning (Step-by-Step)
Welcome to the ultimate guide on mastering Optuna for advanced hyperparameter tuning in machine learning! In this step-by-step tutorial, I’ll show you how to optimize your models efficiently using Optuna’s powerful search algorithms. Whether you're a seasoned data scientist or just starting out, you'll learn practical strategies to enhance ...
5K viewsSep 7, 2024
Optuna Hyperparameter Tuning
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Bima | Ngulik Data & AI on Instagram: "Masih pake Pandas doang? Coba 5 library ini deh 👇 1️⃣ Polars - mirip Pandas tapi performanya jauh lebih ngebut 2️⃣ YData Profiling - EDA lengkap cuma pake beberapa baris code 3️⃣ PyCaret - running banyak ML model sekaligus, tinggal bandingin hasilnya 4️⃣ Optuna - hyperparameter tuning jadi gampang 5️⃣ SHAP - biar model kamu ga blackbox lagi, bisa di-explain Yang mana yang udah pernah kamu pake? Comment dong!"
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Bima | Ngulik Data & AI on Instagram: "Masih pake Pandas doang? Coba 5 library ini deh 👇 1️⃣ Polars - mirip Pandas tapi performanya jauh lebih ngebut 2️⃣ YData Profiling - EDA lengkap cuma pake beberapa baris code 3️⃣ PyCaret - running banyak ML model sekaligus, tinggal bandingin hasilnya 4️⃣ Optuna - hyperparameter tuning jadi gampang 5️⃣ SHAP - biar model kamu ga blackbox lagi, bisa di-explain Yang mana yang udah pernah kamu pake? Comment dong!"
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