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.

Universitat Politècnica de València
Skills you'll gain: Building Information Modeling, Sustainable Development, Sustainable Technologies, Sustainable Architecture, Stakeholder Engagement, Sustainable Design, Building Design, Electrical Power, Sustainable Engineering, Environmental Engineering, Climate Change Adaptation, Materials science, Climate Change Mitigation, Emerging Technologies, Cross-Functional Collaboration
Intermediate · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Business Mathematics, Network Model, Business Modeling, Industrial Engineering, Linear Algebra, Business Operations, Applied Mathematics, Operations Management, Algorithms, Resource Allocation, Case Studies, Engineering Calculations, Project Design, Machine Learning, Program Implementation, Business Analytics
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Responsible AI, Business Analysis, Data-Driven Decision-Making, Data Analysis, ChatGPT, Artificial Intelligence, Business Process Automation, Stakeholder Communications, Business Requirements, AI Product Strategy, Requirements Elicitation, Requirements Analysis, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Business Strategy, Image Quality, Machine Learning
Beginner · Specialization · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Climate Change Adaptation, Environmental Policy, Environmental Issue, Climate Change Mitigation, Social Justice, Socioeconomics, Sustainable Development, International Relations, Policy Development, Economics, Environmental Science, Public Health, Systems Thinking
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Computing Architecture, Cloud Services, Cloud Security, Cloud Infrastructure, Cloud Platforms, Cloud Hosting, Cloud Engineering, Cloud Computing, Cloud Solutions, Cloud Development, Cloud Storage, Emerging Technologies, Cloud-Native Computing, Cloud Management, Hybrid Cloud Computing, IBM Cloud, Virtual Machines, Serverless Computing, Technical Services, DevOps
Beginner · Course · 1 - 3 Months

Siemens
Skills you'll gain: Engineering Analysis, Thermal Management, Simulations, Mechanical Engineering, Hydraulics, Numerical Analysis, Engineering, Mathematical Modeling, Chemical Engineering
Intermediate · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Linear Algebra, Statistical Machine Learning, Mathematics and Mathematical Modeling, Statistical Modeling, Probability, Probability & Statistics, Statistical Methods, Bayesian Statistics, Probability Distribution, Mathematical Modeling, General Mathematics, Machine Learning, Applied Mathematics, Statistical Inference, Algebra
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Feature Engineering, Regression Analysis, Dimensionality Reduction, Data Cleansing, Data Access, Data Analysis, Predictive Modeling, Statistical Inference, Statistical Hypothesis Testing, Data Quality, Data Science, Machine Learning, Machine Learning Algorithms, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Statistical Modeling, Applied Machine Learning
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Simulation and Simulation Software, Simulations, Engineering Analysis, Computer-Aided Design, Pump Stations, Mechanical Design, Hydraulics, Cloud Computing
Beginner · Guided Project · Less Than 2 Hours

The University of Edinburgh
Skills you'll gain: Environmental Monitoring, Geospatial Information and Technology, Environment, Global Positioning Systems, Geographic Information Systems, Spatial Data Analysis, Climate Change Programs, Image Analysis, Continuous Monitoring, Forecasting, Data Collection
Intermediate · Course · 1 - 4 Weeks

Lund University
Skills you'll gain: Sustainable Development, Sustainable Business, Climate Change Mitigation, Resource Consumption Accounting, Climate Change Adaptation, Systems Thinking, Consumer Behaviour, Sustainability Standards, Education and Training, Environmental Social And Corporate Governance (ESG), Community Development, Economics, Environmental Policy, Public Policies, Critical Thinking
Beginner · Course · 1 - 3 Months

Skills you'll gain: Generative AI, Supervised Learning, Generative Model Architectures, AWS SageMaker, Unsupervised Learning, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Deep Learning, A/B Testing, Python Programming, Machine Learning, Data Analysis, Data Processing, AWS CloudFormation, AI Personalization, Network Architecture
Intermediate · Specialization · 3 - 6 Months