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Feature Engineering for Machine Learning

Name: Feature Engineering for Machine Learning
Rating: 4.58 (55 reviews)

4.58

Ratings

Beginner

Level

1.5 Hrs

Learning hours

676

Learners

Enrol free with email

Certificate of completion

Presented to

Your Name

For successfully completing a free online course

Feature Engineering for Machine Learning

Provided by

Great Learning Academy

Skills you’ll Learn

Introduction to Feature Engineering

Under sampling

Over sampling

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.

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Course Outline

Introduction to Feature Engineering

Concept of Undersampling and Oversampling

Hands-on exercise showing tuning of model

Trusted by 10 Million+ Learners globally

4.8

4.81

4.97

4.7

What our learners say about the course

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

4.58

★★★★

★ ☆

Course Rating

★

79%

★

☆

12%

★

☆

★

☆

★

☆

What our learners enjoyed the most

Curriculum

63%

63% of our learners found our curriculum helpful

Instructor

70%

70% of learners liked instructor's teaching style

Skill & tools

67%

67% of learners found all the desired skills & tools

Topic depth

70%

70% of learners liked the in-depth coverage of topics

Ratings & Reviews of this Course

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!

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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.

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Certificate of completion

Presented to

Your Name

For successfully completing a free online course

Feature Engineering for Machine Learning

Provided by

Great Learning Academy

Feature Engineering for Machine Learning

1.5 Learning Hours . Beginner

Why upskill with us?

1000+ free courses

In-demand skills & tools

Free life time Access

10 Million+ learners

Success stories

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Dell, Inc, US

The learning experience was very enriching and the mentors and advisors were very supportive all along. I'm extremely glad I signed up for the program. I definitely got what I wanted from the program and strongly recommend it.

Javier R. Olaechea

Data Solution Integration Advisor

ExxonMobil, US

I found the Data science program to have the perfect combination of relevant content, flexibility, academic rigor, and practical content that allowed me to immediately put all into practice at work.

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Director of Operations, Latin America

VMWARE, US

The AI for Leaders program has been a great learning experience with right levels of depth and breadth across the subject. It is a well administered program which enhanced my learning experience.

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Charles Schwab & Co. In, US

I believe the AIML course is of high-quality, and all the instructors are highly prepared in every topic. I also believe our Mentor is doing a fantastic job every week, and his personal insights and additions to the materials are very valuable.

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The data science journey was full of intense learning, but the best experience I have had. I would be willing to do it over and over again. I will highly recommend it. Thank you The University of Texas and Great Learning!

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CMT Limited UK

The program was flexible and increased my understanding of AI and the processes for integrating it into business. I would highly recommend this program to business professionals who want to understand AI and its applicability in projects better.

Hugh Hanlon

Defense Research Analyst-Associate, Booz Allen Hamilton (United States)

Booz Allen, US

The AIML program has given me solid foundational knowledge around Python, AI, and ML. The program content was very well-curated, and it covered the right things in the right depth for a program like this.

Pertuso Dryonis

Sr. Advisor Applied Data Analytics, Hess Corporation (United States))

Hess, US

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