Artificial Intelligence

6,725 learners

Feature Engineering for Machine Learning

Explore feature engineering using UCI's Abalone Dataset in this course. Enhance your skills in feature extraction, selection, and transformation to boost machine learning model performance. Learn to craft valuable features, apply different selection strategies, and use feature combinations to uncover data patterns.

Python

Scikit-learn

See path

6 lessons

21 practices

3 hours

Feature Engineering

Course details

Exploring Feature Engineering with the UCI Abalone Dataset

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Previous Course Next Course: Intro to Model Optimization in Machine Learning

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Jonathan Miller

Senior Machine Learning Engineer

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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

Feature Engineering for Machine Learning

Course details

Unit 13 practices26 min

Unit 24 practices32 min

Unit 34 practices32 min

Unit 43 practices26 min

Unit 53 practices26 min

Unit 64 practices32 min

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community