This course introduces the concept of Feature Engineering which is the process of using domain knowledge to identify or create the essential features that have the most potent predictive power.
The course familiarizes the learner to develop a working understanding of how to apply feature engineering techniques that improves overall model performance.
Learn the various techniques of feature engineering, to identify features in the dataset that are beneficial for building machine learning model for the problem in hand.
The course deep dives into the concept of Forward Selection technique to select appropriate features for model building.
Learn to apply Backward Elimination technique for feature selection.
What’s included
Lifetime Access
Access this project for life once completed
Flexible Scheduling
Start learning online immediately, at your own pace
This course discusses in detail the techniques such as Forward Feature selection, Backward Elimination and feature selection from model and provide datacases and quiz to validate your learnings.
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”
Signing up is easy! Get Started from the homepage, just click the “Get Started” button to sign up instantly no credit card required.
Individual access is free. Business and Academia access require a subscription.
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.
You can sign up for a demo on the For Business Tab
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 Data Cases
1 Reading
1 Quiz
Difficulty: Beginner
Duration: Approximately 2.5 hours
