1000+ Courses for Free

  1. Great Learning
  2. Free Courses
  3. Machine Learning

Feature Engineering for Machine Learning

4.45
average rating

Ratings

Beginner

Level

1.5 Hrs

Learning hours

788

Learners

Enrol free with email

Earn a certificate of completion

blue-tick

Get free course content

blue-tick

Learn at your own pace

blue-tick

Master in-demand skills & tools

blue-tick

Test your skills with quizzes

Feature Engineering for Machine Learning

1.5 Learning Hours . Beginner

Enrol free with email

Skills you will learn

Introduction to Feature Engineering
Under sampling
Over sampling

About this 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
trending up
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

Earn a certificate of completion

blue-tick

Get free course content

blue-tick

Learn at your own pace

blue-tick

Master in-demand skills & tools

blue-tick

Test your skills with quizzes

Feature Engineering for Machine Learning

1.5 Learning Hours . Beginner

Enrol free with email
upgread img UPGRADE

Recommended university programs

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/mit-idss.png university img

MIT IDSS

Data Science and Machine Learning Program

12 weeks  • Online

View Program

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/mit.png university img

MIT Professional Education

No Code AI and Machine Learning: Building Data Science Solutions

12 Weeks  • Online

Learn from MIT Faculty

View Program

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/mit.png university img

MIT Professional Education

Applied Data Science Program

12 weeks  • Live Virtual

View Program

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/hopkins-card-img.png university img

Johns Hopkins University

Certificate Program in Applied Generative AI

16 weeks  • Online

View Program

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/texas-austin.png university img

McCombs School of Business at The University of Texas at Austin

PG Program in Artificial Intelligence and Machine Learning: Business Applications

7 months  • Online

View Program

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/texas-austin.png university img

McCombs School of Business at The University of Texas at Austin

PG Program in Data Science and Business Analytics

7 months  • Online

View Program

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/texas-austin.png university img

McCombs School of Business at The University of Texas at Austin

PG Program in Cloud Computing: Leveraging GenAI

6 months  • Online

360° Cloud Learning

View Program

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/hopkins-card-img.png university img

Johns Hopkins University

Certificate Program in AI Business Strategy

10 weeks  • Online

View Program

Trusted by 10 Million+ Learners globally

star

4.8
star

4.89
star

4.94
star

4.7

Learner reviews of the free Machine Learning course

4.45
★★★★
★ ☆
★
★
★
★
★
74%
★
★
★
★
☆
10%
★
★
★
☆
☆
8%
★
★
☆
☆
☆
4%
★
☆
☆
☆
☆
4%
Reviewer Profile
Vishal Randhawa

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
Bandana Tigela

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.

What our learners enjoyed the most

Become a Skilled Professional with Premium Courses

Gain work-ready skills with guided projects, top faculty and AI tools, all at an affordable price.

AI & Data science

img icon PREMIUM
Master Data Science & Machine Learning in Python
136 coding exercises 6 projects
Master Data Science & Machine Learning in Python
17 hrs
$90 $180

View Course

img icon PREMIUM
Master Python programming
51 coding exercises 3 projects
Master Python programming
11.5 hrs
$40 $80

View Course

img icon PREMIUM
Master Data Analytics in Excel
2 projects
Master Data Analytics in Excel
5.5 hrs
$40 $80

View Course

img icon PREMIUM
Master Generative AI
10 coding exercises 3 projects
Master Generative AI
8.5 hrs
$90 $180

View Course

img icon PREMIUM
Master Data Analytics in SQL & Excel
39 coding exercises 4 projects
Master Data Analytics in SQL & Excel
8.5 hrs
$60 $120

View Course

img icon PREMIUM
Master Artificial Intelligence
18 coding exercises 3 projects
Master Artificial Intelligence
12.5 hrs
$90 $180

View Course

img icon PREMIUM
Master Data Analytics in SQL
39 coding exercises 2 projects
Master Data Analytics in SQL
4 hrs
$40 $80

View Course

img icon PREMIUM
ChatGPT for Working Professionals
2 projects
ChatGPT for Working Professionals
12 hrs
$40 $80

View Course

img icon PREMIUM
Excel Training: Beginners to Advanced
2 projects
Excel Training: Beginners to Advanced
10 hrs
$40 $80

View Course

english for study abroad

img icon PREMIUM
Complete IELTS Preparation Course
Complete IELTS Preparation Course
11.5 hrs
$40 $80

View Course

img icon PREMIUM
Complete TOEFL Preparation Course
Complete TOEFL Preparation Course
8.5 hrs
$40 $80

View Course

img icon PREMIUM
Complete Duolingo English Test (DET) Preparation
Complete Duolingo English Test (DET) Preparation
7.5 hrs
$40 $80

View Course

Recommended Free Machine Learning courses

img icon FREE
Supervised Machine Learning with Tree Based Models
star   4.56 9.5K+ learners
Supervised Machine Learning with Tree Based Models
2 hrs

View Course

img icon FREE
Organizational Behaviour
star   4.49 22.8K+ learners
Organizational Behaviour
1 hr

View Course

img icon FREE
Python Seaborn
star   4.45 6.1K+ learners
Python Seaborn
1 hr

View Course

img icon FREE
Machine Learning Pipeline
star   4.53 4K+ learners
Machine Learning Pipeline
2 hrs

View Course

Similar courses you might like

img icon FREE
Supervised Machine Learning with Logistic Regression and Naïve Bayes
star   4.43 20.7K+ learners
Supervised Machine Learning with Logistic Regression and Naïve Bayes
2 hrs

View Course

img icon FREE
Feature Engineering
star   4.58 3K+ learners
Feature Engineering
1.5 hrs

View Course

img icon FREE
IPL Winner Prediction using Machine Learning
star   4.39 2.4K+ learners
IPL Winner Prediction using Machine Learning
1 hr

View Course

img icon FREE
Predictive Analytics for Machine Learning
star   3.5 473 learners
Predictive Analytics for Machine Learning
2 hrs

View Course

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

Popular Topics to Explore

Free Machine Learning Courses
Free ChatGPT Courses
Free AI Courses
Free Data Science Courses
Free Microsoft Excel Courses
Free Python Courses
Free Cybersecurity Courses
Free SQL Courses

Relevant Career Paths >

Enrol for Free