Feature Engineering Courses and Certifications

MathWorks

Data Processing and Feature Engineering with MATLAB

57 reviews

In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB to lay the foundation required for predictive modeling.

• Coursera
• 20 hours 6 minutes
• On-Demand
• Paid Course

Feature Engineering in R

Learn the principles of feature engineering for machine learning models and how to implement them using the R tidymodels framework.

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

Feature Engineering for Machine Learning

Master feature engineering techniques using the Abalone Dataset to improve ML model performance through extraction, selection, and transformation methods for uncovering meaningful patterns in data.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Feature Engineering and Correlation Analysis in Pandas

Master feature engineering techniques and correlation analysis in Pandas to create meaningful data insights, visualize relationships through heatmaps, and enhance predictive modeling capabilities.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Microcredential

Feature Engineering for Beginners

Explore foundational to advanced feature engineering techniques, selection methods, and transformations to enhance data quality and optimize model performance.

• CodeSignal
• 4 hours
• On-Demand
• Free Certificate
• 3 courses

Foundations of Feature Engineering

Master the basics of feature engineering: clean data, handle missing values, address outliers, and scale datasets to prepare raw data for transformation and advanced analysis.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Feature Engineering for Text Classification

1 review

Master text classification techniques through hands-on practice with tokenization, Bag-of-Words, TF-IDF, sparse matrices, and dimensionality reduction for effective natural language processing applications.

• CodeSignal
• 5 hours
• On-Demand
• Free Certificate

Feature Engineering For Machine Learning 101

122 ratings at Udemy

Feature Engineering | Machine Learning | Artificial Intelligence | Chat GPT | LLM | generative ai | Manus | Ai Agent

• Udemy
• 2 hours 9 minutes
• On-Demand
• Paid Course

Whizlabs

AWS: Feature Engineering Data Transformation & Integrity

Master data preparation and feature engineering for machine learning using AWS Glue, DataBrew, and EMR to build scalable ETL pipelines and ensure data integrity.

• Coursera
• 5 hours 51 minutes
• On-Demand
• Paid Course

Microcredential

Feature Engineering

Master data preprocessing techniques to transform raw data into powerful features that boost machine learning model performance through selection and dimensionality reduction.

• Codecademy
• 6 hours
• On-Demand
• Free Trial Available

Feature Engineering

Explore Vertex AI Feature Store, improve ML model accuracy, and master feature engineering techniques using BigQuery ML, Keras, and TensorFlow for enhanced machine learning outcomes.

• Google Skills
• 1 day
• On-Demand
• Paid Course

MathWorks Microcredential

Practical Data Science with MATLAB

31 reviews

Develop practical data science skills using MATLAB for visualization, analysis, and modeling. Learn to process data, engineer features, and apply machine learning techniques across various industries without becoming a full-time developer.

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

Data Science Dojo

Feature Engineering for Web Bot Detection - Feature Engineering Tutorial

Learn to detect automated web traffic through feature engineering, exploring bot types, their impact on businesses, and extracting useful features for effective bot detection.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Great Learning

Feature Engineering Importance - Practical Application for Feature Engineering

Explore feature engineering techniques for data analysis and classification, including practical application to supermarket sales data. Learn to select, manipulate, and transform features for improved model performance.

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

Self-serve Feature Engineering Platform Using Flyte and Feast

Explore a self-serve feature engineering platform leveraging Flyte and Feast technologies, enhancing data science workflows and machine learning model development.

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