Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

University of Minnesota
Skills you'll gain: User Story, Agile Software Development, Agile Methodology, Scrum (Software Development), Agile Project Management, Agile Product Development, Sprint Retrospectives, Software Development Methodologies, Sprint Planning, Backlogs, Software Engineering, Continuous Integration, Acceptance Testing, Test Driven Development (TDD)
★ 4.7 (103) · Intermediate · Course · 1 - 4 Weeks

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Artificial Intelligence, Data Analysis Software, Analytics, Big Data, Data Analysis, Data Ethics, Deep Learning, Machine Learning, Statistical Analysis, Emerging Technologies, Health Technology, Internet Of Things, Natural Language Processing, Digital Transformation, Technology Solutions, Scikit Learn (Machine Learning Library), Large Language Modeling, Technology Strategies, Performance Appraisal, Agile Project Management
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Liberal Arts, Cultural Diversity, Diversity Awareness, Culture, Anthropology, Social Studies, Student-Centred Learning, Ethical Standards And Conduct, Sociology, Case Studies, Environmental Issue, Science and Research
★ 4.3 (46) · Intermediate · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Curriculum Development, Education and Training, Diversity Training, Workplace inclusivity, Advocacy, Student Support and Services, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Diversity Programs, Community Organizing, Lifelong Learning, Cultural Responsiveness, Social Justice
★ 4.7 (144) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Cloud Development, Platform As A Service (PaaS), Database Management, SQL
★ 4.8 (13) · Intermediate · Course · 1 - 4 Weeks

United Cities and Local Governments of Africa
Skills you'll gain: Climate Change Adaptation, Climate Change Programs, Climate Change Mitigation, Environmental Policy, Environmental Issue, Social Determinants Of Health, Decision Intelligence, Land Management, Environmental Resource Management, Policy Analysis, Sustainable Development, Decision Support Systems, Governance, Vulnerability, Socioeconomics, Program Evaluation, Hazard Analysis
★ 4.7 (128) · Intermediate · Course · 1 - 3 Months

Politecnico di Milano
Skills you'll gain: Mechanics, Physics, Hydraulics, Thermal Management, Physical Science, Experimentation, Engineering Calculations, Systems Of Measurement, Applied Mathematics
★ 4.6 (27) · Beginner · Course · 1 - 3 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Structural Engineering, Structural Analysis, Mechanical Engineering, Mechanical Design, Mechanics, Materials science, Torque (Physics), Failure Analysis, Engineering Analysis, Engineering Calculations, Physics, Mathematical Modeling, Safety Assurance, Applied Mathematics
Beginner · Course · 1 - 3 Months

Skills you'll gain: Apache Kafka, Real Time Data, Data Pipelines, Apache Spark, Scala Programming, Development Environment, Data Processing, Data Integration, Live Streaming, Data Transformation, Data Manipulation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Splunk, Lightweight Directory Access Protocols, System Monitoring, Scripting, Dashboard, Data Maintenance, Dashboard Creation, Plot (Graphics), Business Intelligence, Scatter Plots, Pivot Tables And Charts, Servers, Data-Driven Decision-Making, Interactive Data Visualization, Software Installation, Role-Based Access Control (RBAC), Dataflow, Unstructured Data, Data Visualization Software, Data Visualization
Beginner · Specialization · 3 - 6 Months

IBM
Skills you'll gain: Data Storytelling, Data Mining, Data Science, Data Strategy, Data-Driven Decision-Making, Data Analysis, Business Analytics, Big Data, Digital Transformation, Analytics, Regression Analysis, Apache Hadoop, Machine Learning, Deep Learning, Cloud Computing
★ 4.5 (21) · Beginner · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Model Evaluation, Regression Analysis, Model Training, Statistical Machine Learning, Supervised Learning, Machine Learning Methods, Predictive Modeling, Statistical Modeling, Statistical Methods, Machine Learning, Machine Learning Algorithms, Model Optimization, Predictive Analytics, Applied Machine Learning, Feature Engineering, Statistical Programming, Model Deployment, Algorithms
Mixed · Course · 1 - 3 Months