Online Courses to Learn Feature Engineering

Explore 96 data science courses and free resources covering everything you need to know about Feature Engineering.

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Overview

Feature engineering is the process of selecting from a dataset the relevant variables in their optimal form to be used as inputs in a predictive model.

Related Training

96 learning opportunities
Coursera
IBM
Free
AI Workflow: Feature Engineering and Bias Detection

12 hours

Advanced

2,660
Matplotlib NumPy Pandas Python Watson Algorithms Artificial Intelligence Cluster Analysis Data Ethics Data Modeling
Coursera
MathWorks
Free
Data Processing and Feature Engineering with MATLAB

18 hours

Intermediate

11,740
Matlab Data Analysis Data Modeling Data Processing Data Science Data Sets
Kaggle
Free
Feature Engineering
Ryan Holbrook

6 hours
Pandas Python Cluster Analysis Data Analysis Data Modeling Feature Engineering Principal Component Analysis
Free Online Data Science Textbooks
Free
Feature Engineering and Selection: A Practical Approach for Predictive Models
Kjell Johnson and Max Kuhn
Data Modeling Feature Engineering Predictive Analytics User Experience
DataCamp
Feature Engineering for Machine Learning in Python
Robert O'Callaghan

4 hours

$300

11,592
Pandas Python Data Analysis Data Sets Data Types Data Visualization Distributions
DataCamp
Feature Engineering for NLP in Python
Rounak Banik

4 hours

$300

10,672
Python Data Analysis Data Cleaning Data Modeling Feature Engineering Machine Learning
YouTube
DataKwery
Free
Feature Engineering Foundations in Python with Scikit-learn
Alex Chisholm and David Svancer

1 hours

Intermediate
Python scikit-learn Feature Engineering Machine Learning
DataCamp
Feature Engineering in R
Jose Hernandez

4 hours

$300

3,136
R Programming Data Analysis Data Modeling Data Visualization Feature Engineering Machine Learning
DataCamp
Feature Engineering with PySpark
John Hogue

4 hours

$300

7,617
Apache Spark PySpark Data Analysis Data Modeling Data Sets Exploratory Data Analysis Feature Engineering
Coursera
IBM
Free
Exploratory Data Analysis for Machine Learning

8 hours

Intermediate

23,339
NoSQL Python SQL APIs Artificial Intelligence Cloud Computing Data Analysis Data Modeling
DataCamp
Machine Learning for Time Series Data in Python
Chris Holdgraf

4 hours

$300

22,308
Python Data Modeling Feature Engineering Machine Learning Predictive Analytics Time Series Analysis
Free Online Data Science Textbooks
Free
A Beginner's Guide to Clean Data
Benjamin Greve

Beginner
SQL Algorithms Automation Classification Customer Analytics Dashboards
Coursera
Free
Advanced Data Structures in Java

29 hours

Intermediate

73,292
Java Algorithms Data Analysis Data Visualization Feature Engineering Programming
Coursera
University of Virginia
Free
Agile Analytics

15 hours

Beginner

17,722
AB Testing Agile Methodologies Big Data Customer Analytics Data Analysis
Coursera
DeepLearning.AI
Free
AI for Medical Prognosis

31 hours

Intermediate

18,515
Artificial Intelligence Data Modeling Decision Trees Deep Learning Distributions
Coursera
DeepLearning.AI
Free
AI For Medical Treatment

23 hours

Intermediate

16,237
Artificial Intelligence Automation Data Analysis Data Sets Deep Learning
Coursera
DeepLearning.AI
Free
Analyze Datasets and Train ML Models using AutoML

19 hours

Advanced

15,075
Algorithms AutoML Classification Data Analysis Data Modeling
DataCamp
Analyzing Survey Data in R
Kelly McConville

4 hours

$300

6,137
R Programming Cluster Analysis Data Analysis Data Analytics Data Modeling Data Sets
DataCamp
Analyzing US Census Data in R
Kyle Walker

4 hours

$300

2,879
R Programming ggplot tidyverse Data Analysis Data Visualization Feature Engineering Functions Surveys
LinkedIn
Apache Flink: Exploratory Data Analytics with SQL

1 hours

$25

1,544
SQL APIs Big Data Data Analytics Data Science Data Sets
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