Feature Engineering Courses and Certifications

Microcredential

Generative AI for Data Scientists

11485 ratings at Coursera

Boost your data science career with generative AI skills. Learn basics, prompt engineering, and applications in data science methodology using IBM tools like Watsonx and Prompt Lab.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Krish Naik

EvalML AutoML Library to Automate Feature Engineering, Feature Selection, Model Creation and Tuning

Explore EvalML, an AutoML library automating feature engineering, selection, model creation, and tuning. Learn to streamline your data science workflow and improve project efficiency.

• YouTube
• 23 minutes
• On-Demand
• Free Video

AI and Machine Learning

Gain insights into building ML pipelines, analyzing data, and driving innovation with hands-on AI and machine learning training and instructor support.

• Pragmatic Institute
• On-Demand
• $999.00

Loan Default Prediction with Machine Learning

69 ratings at Corporate Finance Institute

Combine a data set with basic Machine Learning skills to predict which customers are likely to default on their loans

• Corporate Finance Institute
• 3 hours 56 minutes
• On-Demand
• Paid Course

Preprocessing for Machine Learning in Python

21 ratings at DataCamp

Learn how to clean and prepare your data for machine learning!

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Winning a Kaggle Competition in Python

Learn how to approach and win competitions on Kaggle.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Marketing Analytics: Predicting Customer Churn in Python

Learn how to use Python to analyze customer churn and build a model to predict it.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

End-to-End Machine Learning

Dive into the world of machine learning and discover how to design, train, and deploy end-to-end models.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Designing Machine Learning Workflows in Python

Learn to build pipelines that stand the test of time.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Big Data with PySpark

Master how to process big data and leverage it efficiently with Apache Spark using the PySpark API.

• DataCamp
• 1 day 1 hour
• On-Demand
• Free Trial Available

Machine Learning Scientist in R

A machine learning scientist researches new approaches and builds machine learning models.

• DataCamp
• 2 days 17 hours
• On-Demand
• Free Trial Available

HR Analytics: Predicting Employee Churn in R

Predict employee turnover and design retention strategies.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Predicting CTR with Machine Learning in Python

Learn how to predict click-through rates on ads and implement basic machine learning models in Python so that you can see how to better optimize your ads.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Data Scientist in R

Learn data science with R, from data manipulation to machine learning, and gain the skills needed for the Data Scientist in R certification!

• DataCamp
• 1 day 3 hours
• On-Demand
• Free Trial Available

Time Series with data.table in R

Master time series data manipulation using data.table in R. Learn efficient techniques for handling large datasets, performing feature engineering, and building statistical models with financial data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available