Logistic Regression in Python

  • Instructor: Robert Russel
  • Lectures: 11
  • Students: 2632
  • Duration: 10 weeks

Logistic Regression is a statistical method of classification of objects. In this tutorial, we will focus on solving binary classification problem using logistic regression technique. This course by Academy Europe also presents a case study that will let you learn how to code and apply Logistic Regression in Python.

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Prerequisites

This tutorial is written with an assumption that the learner is familiar with Python and its libraries, such as Pandas, Numpy, and Matplotlib. If you are new to Python or these libraries, we suggest you pick a tutorial based on them before you start your journey with Logistic Regression.

Before you start proceeding with this course on Academy Europe, we are assuming that you have a good aptitude and can think logically. You should want to try something different.

Ideal candidates for the course would typically possess:

– Discipline and attentiveness

– Ability to conduct research

– Ability to perform tasks with speed, efficiency, and accuracy

– Analytical judgment

– Patience to interpret technical/scientific data

– A willingness to learn, roll up your sleeves and work toward your dream!

– A computer, tablet or smartphone and an internet connection

– Basic computer skills

Audience

This tutorial has been prepared for students as well as professionals to gain a knowledge on performing Logistic Regression in Python.

This course by Academy Europe aims at imparting quality education and training to students.

Academy Europe is dedicated to its students, their specific learning requirements, and their overall learning success.

This course is directed toward a student-centered, independent study, asynchronous learning approach.

After completing this course on Academy Europe, students will get self improvement  and promotion in their careers.

This course is based on at least two learning skills which are provided  to the users through audio & visuals, videos, verbal presentations and articles, all of which are asynchronized with distance education approach.

  • Logistic Regression in Python - Introduction 0/1

  • Logistic Regression in Python - Case Study 0/1

  • Setting Up a Project 0/1

  • Logistic Regression in Python - Getting Data 0/1

  • Logistic Regression in Python - Restructuring Data 0/1

  • Logistic Regression in Python - Preparing Data 0/1

  • Logistic Regression in Python - Splitting Data 0/1

  • Logistic Regression in Python - Building Classifier 0/1

  • Logistic Regression in Python - Testing 0/1

  • Logistic Regression in Python - Limitations 0/1

  • Logistic Regression in Python - Summary 0/1

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Robert Russel is an artificial intelligence instructor and course content presenter at Academy Europe. He is an expert in instructional design and teaching. He supplements his knowledge in E-learning and Educational Technology by using AI and TTS elements.

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