Introduction to Machine Learning with Gradient Boosting Models | CodeSignal Learn

Artificial Intelligence

2,355 learners

Introduction to Machine Learning with Gradient Boosting Models

This course aims to introduce you to building and understanding gradient boosting models through practical application in financial market predictions. It centers on using the Gradient Boosting Regressor to forecast price changes in Tesla stock, encompassing model training, hyperparameter tuning, and evaluation.

MatPlotLib

Pandas

Python

Scikit-learn

5 lessons

23 practices

Less than 2 hours

Course details

Basic Gradient Boosting Model Training

Enhance Model by Adding the 'Close' Feature

Debug and Fix the Gradient Boosting Model

Fill in Missing Pieces for Model Training

Complete Gradient Boosting Model Implementation

Gradient Boosting Model Training with Tesla Data

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