speaker icon

From 1st Dec 2024, we will levy a small fee on our certificates. Our course content continue to be free.

Feature Engineering for Machine Learning

4.52
average rating

Ratings

Beginner

Level

1.5 Hrs

Learning hours

695

Learners

Skills you’ll Learn

About this Free Certificate Course

Feature Engineering is to extract the features from the data and substitute them in the algorithms.This course will help you to understand the concept of upsampling, downsampling, SMOTE, etc. Also, the course will help you understand to build the model using logistic regression and make you understand the confusion matrix.

Why upskill with us?

check circle outline
1000+ free courses
In-demand skills & tools
access time
Free life time Access

Course Outline

Introduction to Feature Engineering
Concept of Undersampling and Oversampling
Hands-on exercise showing tuning of model

Trusted by 10 Million+ Learners globally

What our learners say about the course

Find out how our platform helped our learners to upskill in their career.

4.52
Course Rating
78%
11%
4%
4%
3%

What our learners enjoyed the most

Ratings & Reviews of this Course

Reviewer Profile

5.0

Insightful and Well-Structured Course
I enjoyed the detailed curriculum and the instructor's teaching approach. The quizzes and assignments were challenging and helped solidify my understanding of feature engineering concepts. The course is easy to follow and perfect for anyone looking to dive deeper into this topic. Highly recommended!
Reviewer Profile

5.0

Comprehensive Guide to Feature Engineering and Model Tuning
I enjoyed the thorough explanation of feature engineering and how it relates to improving model accuracy. The course also did a great job of covering model tuning with practical examples. I would have liked more exercises using diverse datasets to deepen my understanding further.

Feature Engineering for Machine Learning

1.5 Learning Hours . Beginner

Why upskill with us?

check circle outline
1000+ free courses
In-demand skills & tools
access time
Free life time Access
10 Million+ learners

Success stories

Can Great Learning Academy courses help your career? Our learners tell us how.

And thousands more such success stories..

Recommended Free Machine Learning courses

Free
Support Vector Machines
course card image

Free

Beginner

Free
Python for Machine Learning
course card image

Free

Beginner

Free
Sensitivity Analysis
course card image

Free

INTERMEDIATE

Similar courses you might like

Free
Supervised Machine Learning with Logistic Regression and Naïve Bayes
course card image

Free

Beginner

Free
Feature Engineering
course card image

Free

INTERMEDIATE

Free
IPL Winner Prediction using Machine Learning
course card image

Free

Beginner

Free
Predictive Analytics for Machine Learning
course card image

Free

Beginner

Related Machine Learning Courses

50% Average salary hike
Explore degree and certificate programs from world-class universities that take your career forward.
Personalized Recommendations
checkmark icon
Placement assistance
checkmark icon
Personalized mentorship
checkmark icon
Detailed curriculum
checkmark icon
Learn from world-class faculties
Enrol for Free