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: Email Marketing, Google Ads, Paid media, Social Media Marketing, Search Engine Optimization, Google Analytics, Customer Retention, Marketing Budgets, Loyalty Programs, Order Fulfillment, Search Engine Marketing, Web Analytics, Marketing Analytics, Media Planning, Customer experience strategy (CX), Online Advertising, Email Automation, Marketing, Digital Marketing, E-Commerce
Beginner · Professional Certificate · 3 - 6 Months
University of Illinois Urbana-Champaign
Skills you'll gain: 3D Modeling, Autodesk, Design Software, Computer-Aided Design, Technical Drawing, Visualization (Computer Graphics), Design, Industrial Design, Computer Vision
Beginner · Course · 1 - 3 Months

Skills you'll gain: Identity and Access Management, Business Continuity, Network Security, Cryptography, AWS Identity and Access Management (IAM), Encryption, User Provisioning, Security Management, Penetration Testing, Vulnerability Scanning, ISO/IEC 27001, Threat Management, Network Performance Management, Information Systems Security, Network Architecture, DevSecOps, Cyber Operations, Data Management, Software Development Methodologies, Cybersecurity
Beginner · Specialization · 3 - 6 Months

Duke University
Skills you'll gain: Debugging, Algorithms, Microsoft Visual Studio, Problem Solving, Data Processing, Python Programming, Software Development, Data Analysis
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: React.js, ASP.NET, Restful API, .NET Framework, Web Applications, Web Services, Hypertext Markup Language (HTML), Front-End Web Development, JSON, Application Development, JavaScript Frameworks, Model View Controller, Application Frameworks, Program Development, Javascript, Development Environment, Back-End Web Development, Web Development, Microsoft Visual Studio, Cascading Style Sheets (CSS)
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Databricks, CI/CD, Apache Spark, Microsoft Azure, Data Governance, Data Lakes, Data Architecture, Real Time Data, Data Integration, PySpark, Data Pipelines, Data Management, Automation, Data Storage, Jupyter, System Testing, File Systems, Data Quality, User Provisioning, Performance Tuning
Intermediate · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Product Lifecycle Management, Product Flow Diagram, Competitive Analysis, Product Strategy, Innovation, Design Thinking, Process Flow Diagrams, Ideation, New Product Development, Customer Insights, Go To Market Strategy, Product Management, Product Development, Product Planning, Strategic Prioritization, AI Product Strategy, Market Analysis, Prototyping, Generative AI, Strategic Planning
Beginner · Specialization · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Prompt Engineering, Amazon Bedrock, Responsible AI, Infrastructure as Code (IaC), Amazon CloudWatch, Application Deployment, Amazon Elastic Compute Cloud, CI/CD, AWS CloudFormation, Unit Testing, Continuous Deployment, Continuous Integration, DevOps, Generative AI, DevSecOps, Code Review, Amazon Web Services, Serverless Computing, Containerization, Data Analysis
Beginner · Specialization · 1 - 3 Months

University of California, Davis
Skills you'll gain: Prompt Engineering, Generative AI, Anthropic Claude, Responsible AI, ChatGPT, LLM Application, Data Ethics, Artificial Intelligence, Brainstorming, Machine Learning, Deep Learning, Workforce Development, Content Creation, Information Privacy
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Identity and Access Management, Prompt Engineering, Cloud Infrastructure, Google App Engine, Google Cloud Platform, Containerization, Application Deployment, Microservices, Kubernetes, Virtual Machines, CI/CD, Cloud Computing Architecture, Generative AI, Cloud Computing, Cloud-Native Computing, Infrastructure Architecture, Terraform, Infrastructure As A Service (IaaS), Cloud Applications, Restful API
Intermediate · Specialization · 3 - 6 Months

Kennesaw State University
Skills you'll gain: Prompt Engineering, Business Correspondence, Target Audience, Business Communication, Strategic Communication, Business Writing, Social Media Content, Generative AI, Communication Strategies, Meeting Facilitation, Taking Meeting Minutes, Artificial Intelligence, Document Management
Beginner · Course · 1 - 4 Weeks

The University of Sydney
Skills you'll gain: Advanced Mathematics, Integral Calculus, Calculus, Mathematical Theory & Analysis, Differential Equations, Applied Mathematics, Engineering Calculations, Mathematical Modeling, Linear Algebra, Physics, Derivatives
Intermediate · Course · 1 - 4 Weeks