Linear Regression Linear Regression in Python

Linear Regression in Python

Short name: Linear R P - 2023
Course start date: 2024-07-02
Paystack

Description

The goal of this course is to use Python to carry out a machine learning project on linear regression. In this course, we will forecast a car model's mileage based on historical data for numerous aspects that could affect the mileage.


You will know the processes a Data Scientist takes to prepare the data for machine learning, run the ML process, validate the findings, and approach to improve the model performance by the end of the course. You will also be able to grasp and analyse a business requirement.


Depending on your previous experience with data science, the level of difficulty for this course ranges from Intermediate to Advanced. Participants should be familiar with Numpy, Pandas, Matplotlib, Python Libraries, and Python for Data Science. It will also be helpful to be familiar with machine learning and related statistics.

Course Duration:-2h 31m

Sections

General
0 activities

Intro to Project on Linear Regression in Python
Use Case
Importing Libraries
Graphical Univariate Analysis
Linear Regression Boxplot
Linear Regression Outliers
Bivariate Analysis
Machine Learning Base Run
Predict Output
Predict Output Continue
Course Certificate

Secure Video
10
Certificate
1
Cost: 5000

Tag

Course Duration:-2h 31m