4 Hyper-Parameter Tuning Techniques and Limitations

Popular hyper-parameter tuning techniques that every Data Scientist should know

Sivasai Yadav Mudugandla
The Startup
Published in
4 min readSep 4, 2020

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Image from SigOpt

Introduction

Wikipedia states that “Hyperparameter optimization or tuning is the problem of choosing a set of optimal hyperparameters for a learning algorithm”

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Sivasai Yadav Mudugandla
The Startup

Sr. Data Analyst at CITI Bank| London | Ex — Data scientist | Post Graduate in AI & ML | Pythonista | https://www.linkedin.com/in/sivasai-mudugandla-89a156104/