Introduction to Regression with statsmodels in Python, Short Course | Part time online | Data Camp | United States
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Short Online

Introduction to Regression with statsmodels in Python

1 days
Duration
Free
Free
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Tuition fee
Anytime
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About

By the end of this Introduction to Regression with statsmodels in Python course at Data Camp, you’ll know how to make predictions from your data, quantify model performance, and diagnose problems with model fit.

Overview

Context

Linear regression and logistic regression are two of the most widely used statistical models. They act like master keys, unlocking the secrets hidden in your data.

In this Introduction to Regression with statsmodels in Python course at Data Camp, you’ll gain the skills you need to fit simple linear and logistic regressions. Through hands-on exercises, you’ll explore the relationships between variables in real-world datasets, including motor insurance claims, Taiwan house prices, fish sizes, and more.

Programme Structure

Chapters

  • Simple Linear Regression Modeling
  • Predictions and model objects
  • Assessing model fit
  • Simple Logistic Regression Modeling

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

  • Introduction to Data Visualization with Seaborn
  • Introduction to Statistics 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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Introduction to Regression with statsmodels in Python
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