Getting started in scikit-learn with the famous iris dataset

Опубликовано: 09 Февраль 2025
на канале: Data School

254,386

2.9k

Now that we've set up Python for machine learning, let's get started by loading an example dataset into scikit-learn! We'll explore the famous "iris" dataset, learn some important machine learning terminology, and discuss the four key requirements for working with data in scikit-learn.

Download the notebook: https://github.com/justmarkham/scikit...
Iris dataset: http://archive.ics.uci.edu/ml/dataset...
scikit-learn dataset loading utilities: http://scikit-learn.org/stable/datasets/
Fast Numerical Computing with NumPy (slides): https://speakerdeck.com/jakevdp/losin...
Fast Numerical Computing with NumPy (video):    • Losing your Loops Fast Numerical Comp...
Introduction to NumPy (PDF): http://www.engr.ucsb.edu/~shell/che21...

WANT TO GET BETTER AT MACHINE LEARNING? HERE ARE YOUR NEXT STEPS:

1) WATCH my scikit-learn video series:
   • Machine learning in Python with sciki...

2) SUBSCRIBE for more videos:
https://www.youtube.com/dataschool?su...

3) JOIN "Data School Insiders" to access bonus content:
  / dataschool

4) ENROLL in my Machine Learning course:
https://www.dataschool.io/learn/

5) LET'S CONNECT!
Newsletter: https://www.dataschool.io/subscribe/
Twitter:   / justmarkham
Facebook:   / datascienceschool
LinkedIn:   / justmarkham