Feature engineering courses can help you learn techniques for transforming raw data into meaningful features, selecting relevant variables, and creating new features to improve model performance. You can build skills in data preprocessing, handling missing values, and using domain knowledge to enhance feature sets.

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Model Training, Tensorflow, Data Processing, Data Pipelines, Keras (Neural Network Library), Applied Machine Learning, Data Transformation, Machine Learning Methods, Machine Learning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Software Documentation, Generative AI, API Testing, Test Automation, Design Software, Mockups, User Interface (UI), Software Development Tools, User Interface and User Experience (UI/UX) Design, Software Testing, AI Security, Application Security, Maintainability, Prompt Engineering, Test Case, Software Architecture, Secure Coding, Code Review, Artificial Intelligence, Debugging
★ 3.8 (18) · Beginner · Specialization · 1 - 3 Months

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Processing, Machine Learning Methods, Data Store, Keras (Neural Network Library), Data Pipelines, Data Transformation, Machine Learning, Data Modeling, Statistical Methods
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Dimensionality Reduction, Data Integration, Data Preprocessing, Exploratory Data Analysis, Plot (Graphics), Matlab, Scientific Visualization, Data Processing, Descriptive Statistics, Data Cleansing, Data Wrangling, Data Manipulation, Histogram, Data Transformation, Data Science, Text Mining, Predictive Modeling, Unstructured Data, Image Analysis
★ 4.7 (351) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Incident Management, Site Reliability Engineering, Incident Response, Problem Management, Infrastructure as Code (IaC), Ansible, Continuous Deployment, Prometheus (Software), Cloud Computing, CI/CD, Kubernetes, Service Level, Performance Testing, Jenkins, Grafana, Amazon Elastic Compute Cloud, Configuration Management, Docker (Software), Artificial Intelligence, Machine Learning
Beginner · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Prompt Engineering Tools, Prompt Patterns, Data Ethics, AI powered creativity, Vibe coding, AI Workflows, Artificial Intelligence, Generative AI Agents, AI Personalization, AI Integrations, Debugging, Ethical Standards And Conduct, Problem Solving, Ideation, Computer Programming Tools, Automation, Code Review, Productivity
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Tensorflow, Dataflow, Data Transformation, Keras (Neural Network Library), Data Modeling, Machine Learning, Statistical Methods
★ 4.5 (10) · Intermediate · Course · 1 - 3 Months

University at Buffalo
Skills you'll gain: Model Based Systems Engineering, Systems Engineering, Systems Design, Enterprise Modeling, Manufacturing Processes, Manufacturing and Production, Product Lifecycle Management, Verification And Validation, Process Analysis
★ 4.4 (905) · Beginner · Course · 1 - 4 Weeks

Scrimba
Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, AI Integrations, OpenAI API, OpenAI, Generative AI, API Testing, Data Ethics, AI Security, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Application Programming Interface (API), Fine-tuning, Computer Programming, Key Management
★ 4.5 (135) · Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Processing, Data Store, Statistical Machine Learning, Machine Learning Methods, Data Transformation, Keras (Neural Network Library), Data Pipelines, Machine Learning, Data Modeling, Statistical Methods
Intermediate · Course · 1 - 3 Months

Skills you'll gain: 3D Modeling, Computer-Aided Design, Drafting and Engineering Design, 3D Assets, Mechanical Design, Simulation and Simulation Software, Design Software, Engineering Software, Manufacturing Processes, Engineering Analysis
★ 4.4 (73) · Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Model Training, Dataflow, Model Optimization, Tensorflow, Data Processing, Data Pipelines, Keras (Neural Network Library), Applied Machine Learning, Data Transformation, Machine Learning
★ 4.5 (15) · Intermediate · Course · 1 - 3 Months