Next-Level Data Science (7-Day Mini-Course)

This title could be clearer and more informative.Try out Clickbait Shieldfor free (5 uses left this month).

Understand the evolution of data science from statistical analysis to the use of machine learning models. This 7-day mini-course is designed for developers with basic Python and machine learning knowledge, focusing on practical applications and explaining data through machine learning models. Participants will learn how to handle data, perform linear regression, interpret factors, select features, and utilize decision trees and random forests to build accurate models.

15m read timeFrom machinelearningmastery.com
Post cover image
Table of contents
Who Is This Mini-Course For?Mini-Course OverviewLesson 01: Getting the DataLesson 02: Find the Numeric Columns for Linear RegressionLesson 03: Performing Linear RegressionLesson 04: Interpreting FactorsLesson 05: Feature SelectionLesson 06: Decision TreeLesson 07: Random Forest and ProbabilityThe End! ( Look How Far You Have Come )Summary

Sort: