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: Generative AI, Generative AI Agents, Google Cloud Platform, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering, Tensorflow, OpenAI, AI Product Strategy, Cloud Infrastructure, Applied Machine Learning, Big Data, Machine Learning
Beginner · Course · 1 - 3 Months

Skills you'll gain: Real Time Data, Google Cloud Platform, Data Pipelines, Dataflow, Looker (Software), Apache Kafka, Data Lakes, PySpark, Tensorflow, Apache Spark, Dashboard, Data Import/Export, Data Processing, Big Data, Cloud Infrastructure, Data Warehousing, Data Infrastructure, Unstructured Data, Feature Engineering, Applied Machine Learning
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Responsible AI, Generative AI, Data Ethics, Graphic Design, Adobe Creative Cloud, Graphic and Visual Design Software, Prompt Engineering, Image Analysis, Artificial Intelligence, Creativity, Data Integrity
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Quality Management, Backlogs, Project Closure, Project Planning, Team Leadership, Project Management Life Cycle, Agile Project Management, Communication Planning, Continuous Improvement Process, Project Management, Budget Management, Stakeholder Analysis, Change Control, Project Controls, Scope Management, Project Schedules, Agile Methodology, Quality Control, Requirements Analysis, Change Management
Beginner · Professional Certificate · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Performance Measurement, Competitive Analysis, Business Modeling, Market Research, Leadership and Management, Operational Analysis, Entrepreneurship, Target Market, Product Development, Systems Thinking, Business Strategies, Technology Strategies, Business Strategy, Organizational Leadership, Market Analysis, Product Management, Leadership, Engineering Management, Engineering
Build toward a degree
Beginner · Course · 1 - 3 Months

Stanford University
Skills you'll gain: Healthcare Ethics, Data Ethics, Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Responsible AI, Artificial Neural Networks, Healthcare Industry Knowledge, Medical Science and Research, Health Care, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Reinforcement Learning, Health Informatics, Deep Learning, Health Policy, Data Processing
Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Construction Management, Project Controls, Construction, Project Schedules, Energy and Utilities, Project Risk Management, Cost Estimation, Construction Engineering, Cost Management, Sustainable Architecture, Change Control, Contract Management, Engineering Management, Project Management, Timelines, Scheduling, Sustainable Technologies, Facility Management, Leadership Development, Communication Planning
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Azure Active Directory, Data Security, Multi-Factor Authentication, Microsoft Azure, Role-Based Access Control (RBAC), Cloud Security, Active Directory, Threat Modeling, Security Strategy, Data Storage, Application Security, Database Architecture and Administration, Virtual Machines, Infrastructure Security, Kubernetes, Continuous Monitoring, Web Applications, Cyber Governance, System Monitoring, Network Security
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Data Storytelling, Feature Engineering, Data Visualization, Exploratory Data Analysis, Applied Machine Learning, Statistical Reporting, Data Science, Machine Learning, Data Analysis, Matlab, Data Processing, Technical Communication, Predictive Modeling, Data Manipulation, Data Cleansing, Data Import/Export
Intermediate · Course · 1 - 4 Weeks

The University of Tokyo
Skills you'll gain: Oral Comprehension, Vocabulary, Water Resources, Water Quality, Language Learning, Energy and Utilities, Automation Engineering, Grammar, Augmented and Virtual Reality (AR/VR), Emerging Technologies, Biochemistry, Predictive Modeling
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Unsupervised Learning, Deep Learning, Anomaly Detection, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Supervised Learning, Decision Tree Learning, Predictive Modeling, Data Validation, Random Forest Algorithm, Data Import/Export, Data Manipulation, Feature Engineering, Statistical Methods
Intermediate · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Content Creation, Social Media Strategy, Search Engine Optimization, Content Marketing, Social Media, Web Analytics and SEO, Content Strategy, Social Media Marketing, Digital Media Strategy, Keyword Research, Search Engine Marketing, Target Audience, Brand Awareness, Influencing, Relationship Building
Intermediate · Course · 1 - 4 Weeks