This course focuses on writing a Python code for building and evaluating a robust Multiple linear regression model on a real-world dataset, through a guided approach for building appropriate solutions.
Multiple Linear Regression is an extension of Simple Linear regression as it takes more than one predictor variable to predict the response variable.
The goal of multiple linear regression (MLR) is to determine a mathematical relationship between the independent variables that may be both quantitative and qualitative and quantitative dependent variable.
Learn regression analysis and how to build a multiple linear regression model in Python using statsmodels and sklearn library.
Gain practical experience by applying the understanding and coding skills on real-world business scenarios.
What’s included
Lifetime Access
Access this project for life once completed
Flexible Scheduling
Start learning online immediately, at your own pace
Fundamentals of Multiple Linear Regression in Python – Exploratory Data Analysis, Model Building, Residual Analysis and Model Evaluation.
How it Works
Learn new skills that will boost your career by enrolling in courses across data analytics, data science, ML and AI. These courses will utilize readings, videos, quizzes, data cases, and even coding exercises to teach you skills and concepts in a way that will solidify your new knowledge for hands-on application.
With our hands-on projects, you will take your newly learned skills along with our 750+ low-code/no-code functions and embedded coding console to complete milestone-based projects. Once completed, you will have effectively applied new skills and concepts to real-world data cases that can be translated directly into your career.
Complete assessments and track your progress in real-time to benchmark your proficiency in relation to key functional areas. As you progress through your courses, our patented platform will utilize ML and AI to record and analyze your inputs and output to provide active feedback and recommendations that will help you learn more effectively than the standard Letter Grade system used today.
Complete courses to earn sharable certificates and badges. These awarded items will be look great in your portfolio as you showcase your skills and project experience to employers and colleagues.
WHAT THE COMMUNITY SAYS ABOUT US
“Rolai is the best program available for someone looking to enhance their skills”
Connor McEachron
Planning & Analytics @ Brooks Brothers
WHAT THE COMMUNITY SAYS ABOUT US
“Great way to learn data analytics and data science”
Balaji Reddy
Manager – Applications Development
WHAT THE COMMUNITY SAYS ABOUT US
“The courses were excellent and covered topics that I didn’t expect”
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Our courses range from Beginner to Advanced. We have courses and learning tracks that are available for beginners, we do however recommend having a basic level of analytics before starting any beginner course.
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Rolai’s patented process provides a personalized learning process for each user. Rolai goes deeper than simply learning concepts and testing your skills. At Rolai, learners can apply their skills to actual industry use cases and projects.
2 Videos
1 Coding Case
2 Readings
1 Quiz
Difficulty: Intermediate
Duration: Approximately 4 hours
