Extreme Gradient Boosting with XGBoost, Short Course | Part time online | Data Camp | United States
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Extreme Gradient Boosting with XGBoost

1 days
Duration
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About

Join the Extreme Gradient Boosting with XGBoost course at Data Camp and learn the fundamentals of gradient boosting and build state-of-the-art machine learning models using XGBoost to solve classification and regression problems.

Overview

Join over 9 million learners and start Extreme Gradient Boosting with XGBoost today!

Do you know the basics of supervised learning and want to use state-of-the-art models on real-world datasets? Gradient boosting is currently one of the most popular techniques for efficient modeling of tabular datasets of all sizes. XGboost is a very fast, scalable implementation of gradient boosting, with models using XGBoost regularly winning online data science competitions and being used at scale across different industries. In this Extreme Gradient Boosting with XGBoost course at Data Camp, you'll learn how to use this powerful library alongside pandas and scikit-learn to build and tune supervised learning models. You'll work with real-world datasets to solve classification and regression problems.

Programme Structure

Chapters include:

  • Classification with XGBoost 
  • Fine-tuning your XGBoost model 
  • Regression with XGBoost 
  • Using XGBoost in pipelines

Key information

Duration

  • Part-time
    • 1 days

Start dates & application deadlines

You can apply for and start this programme anytime.

Language

English

Delivered

Online

Academic requirements

We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.

English requirements

We are not aware of any English requirements for this programme.

Other requirements

General requirements

Prerequisites

  • Supervised Learning with scikit-learn
  • Case Study: School Budgeting with Machine Learning in Python

Tuition Fee

To always see correct tuition fees
  • International

    Free
    Tuition Fee
    Based on the tuition of 0 USD for the full programme during 1 days.
  • National

    Free
    Tuition Fee
    Based on the tuition of 0 USD for the full programme during 1 days.

Basic Access: Free; Premium (for individuals): $12.42 per month billed annually; Teams: $25 per month billed annually; Enterprise: Contact sales for pricing

Funding

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