Data Science & Analytics

155 learners

Hypertuning Classical Models

This course teaches learners how to systematically improve classical ML models using hyperparameter search and evaluation strategies, continuing from a weak baseline.

Python

See path

4 lessons

16 practices

1 hour

Course details

Grid Search for Hyperparameter Tuning in scikit-learn

Preview

Your First Grid Search Parameter Grid

Creating and Fitting GridSearchCV

Debugging Parameter Names in Grid Search

Building Models with Optimal Hyperparameters

Previous Course Next Course: Improving Neural Networks with PyTorch

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Abbey Helterbran

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Jonathan Miller

Senior Machine Learning Engineer

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I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

Hypertuning Classical Models

Course details

Unit 14 practices16 min

Unit 24 practices16 min

Unit 34 practices16 min

Unit 44 practices16 min

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community