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.

Skills you'll gain: OpenAI, AI literacy, Decision Intelligence, AI Integrations, Performance Measurement, Coaching, People Analytics, Performance Review, Continuous Improvement Process, Real Time Data
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Technical Communication, LLM Application, Debugging, Root Cause Analysis, Pandas (Python Package), Large Language Modeling, Retrieval-Augmented Generation, Business Metrics, Data Analysis, Analysis, Data Manipulation, Generative AI, Artificial Intelligence, Correlation Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Test Automation, Object Oriented Programming (OOP), CI/CD, Test Script Development, File I/O, Unit Testing, Continuous Integration, Jupyter, Data Import/Export, Test Tools, DevOps, IT Automation, Application Programming Interface (API), Devops Tools, Program Development, Software Testing, Continuous Deployment, Scripting, Integrated Development Environments, Python Programming
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Model Deployment, Logistic Regression, Model Training, Probability & Statistics, Model Evaluation, Statistical Software, Machine Learning Methods, Machine Learning Software
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Flask (Web Framework), Web Applications, Web Development, Application Development, Web Design and Development, HTML and CSS, Hypertext Markup Language (HTML), Application Design, Cascading Style Sheets (CSS), Application Frameworks, Database Application, Databases, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: GitHub Copilot, ChatGPT, Computer Programming Tools, Software Development Tools, AI Integrations, AI Workflows, Test Script Development, Web Development Tools, Application Programming Interface (API), React.js, Unit Testing, Jest (JavaScript Testing Framework), Debugging, Software Installation, Middleware
Intermediate · Course · 1 - 3 Months
University of Maryland, College Park
Skills you'll gain: Technology Strategies, Technical Communication, New Product Development, Strategic Leadership, Technology Solutions, Engineering Management, Innovation, Organizational Development, Intellectual Property, Product Lifecycle Management, Business Technologies, Communication, Trend Analysis, Entrepreneurship, Market Analysis, Commercialization, Emerging Technologies
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Data Ethics, Responsible AI, Software Documentation, Compliance Auditing, Ethical Standards And Conduct, Compliance Management, Auditing, Technical Documentation, Case Studies, Model Deployment, Auditors Report, Model Evaluation, Accountability Frameworks, MLOps (Machine Learning Operations), Accountability, Report Writing, Performance Metric
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Data Flow Diagrams (DFDs), Prompt Engineering, AI Integrations, Generative AI, Embeddings, Diagram Design, Large Language Modeling, Vector Databases, Data Pipelines, Applied Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Social Media Marketing, Social Media, Social Media Strategy, Social Media Analytics, Marketing Strategies, LinkedIn, Marketing, Digital Marketing, Facebook, Customer Engagement, Customer Analysis, Marketing Communications, Consumer Behaviour, Global Marketing, Brand Awareness
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Data Pipelines, SQL, Apache Airflow, Extract, Transform, Load, JSON, Pandas (Python Package), Data Manipulation, Data Warehousing, Database Design, Star Schema, Query Languages, Data Transformation, Performance Tuning, Real Time Data, Big Data, Data Validation, Performance Analysis, Data Quality, Verification And Validation
Intermediate · Course · 1 - 3 Months

Logical Operations
Skills you'll gain: Responsive Web Design, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), HTML and CSS, Web Development Tools, Web Development, Javascript, JavaScript Frameworks, Web Content, Frontend Performance, Web Servers, Software Development Tools, Web Design and Development, Web Design, Front-End Web Development, Web Applications, Apache, Development Environment, Semantic Web, Software Development
Beginner · Specialization · 3 - 6 Months