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.

Microsoft
Advanced · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Dashboard, Application Performance Management, System Monitoring, Enterprise Application Management, Performance Tuning, Performance Analysis, Management Reporting, Performance Metric, Anomaly Detection, Real Time Data, Continuous Monitoring, Root Cause Analysis, Operational Performance Management, Business Metrics, Transaction Processing, Key Performance Indicators (KPIs), Data-Driven Decision-Making
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Serverless Computing, API Gateway, Extensible Markup Language (XML), JSON, Amazon Web Services, Cloud Deployment, Cloud Development, Application Programming Interface (API), Cloud Applications, Restful API, Data Processing, Data Transformation
Beginner · Course · 1 - 4 Weeks
University of Illinois at Urbana-Champaign
Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Management, Instructional Design, Learning Management Systems, Education Software and Technology, Quality Management, Educational Materials, Lean Manufacturing, Business Technologies, Augmented and Virtual Reality (AR/VR), Student Engagement, Technology Strategies, Project Management, Needs Assessment, Learning Strategies, Collaboration
Credit offered
Mastertrack · 6 - 12 Months

Illinois Institute of Technology
Skills you'll gain: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication
Earn a degree
Degree · 1 - 4 Years

Dartmouth College
Skills you'll gain: Field-Programmable Gate Array (FPGA), Natural Language Processing, Technical Communication, Embedded Systems, Digital Signal Processing, Embedded Software, Distributed Computing, Recurrent Neural Networks (RNNs), Probability & Statistics, Generative AI, Image Analysis, Machine Learning, Deep Learning, Convolutional Neural Networks, Hardware Design, Electronic Systems, Text Mining, Electrical Engineering, Student Support and Services, Student Services
Earn a degree
Degree · 1 - 4 Years
University of North Texas
Skills you'll gain: Operations Management, Mediation, Model Evaluation, Leadership Studies, Compensation and Benefits, Organizational Change, Event Management, Grammar, Sales Process, Data Visualization, Marketing Planning, Design Thinking, Public Policies, Probability & Statistics, Global Marketing, Social Studies, Cultural Diversity, Digital Media Strategy, Music History, Nutrition and Diet
Earn a degree
Degree · 1 - 4 Years

University of Leeds
Skills you'll gain: Data Ethics, Data Presentation, Statistical Machine Learning, Regression Analysis, Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Dimensionality Reduction, Data Analysis, Statistical Methods, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Supervised Learning, Network Analysis, Data Preprocessing, Web Scraping, Statistical Modeling, Python Programming
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: User Story, Version Control, Test Automation, Git (Version Control System), Software Architecture, Continuous Integration, Software Testing, Test Driven Development (TDD), Test Data, Maintainability, Test Script Development, Software Design, Usability, Web Content Accessibility Guidelines, Acceptance Testing, Angular, Agile Software Development, Sprint Retrospectives, Application Design, Software Design Patterns
Credit offered
Mastertrack · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Data Presentation, Systems Thinking, Unsupervised Learning, Reinforcement Learning, Computer Vision, Natural Language Processing, Predictive Modeling, Risk Analysis, Time Series Analysis and Forecasting, Project Management Life Cycle, Descriptive Analytics, MLOps (Machine Learning Operations), Deep Learning, Logistic Regression, Marketing Analytics, Dashboard, Simulations, Operations Research, Model Deployment
Earn a degree
Degree · 1 - 4 Years

Universidad de los Andes
Skills you'll gain: Real-Time Operating Systems, Supervised Learning, Semantic Web, Unsupervised Learning, Data Presentation, LLM Application, Cloud-Native Computing, Continuous Deployment, Reinforcement Learning, Computer Vision, Natural Language Processing, Classification Algorithms, Biomedical Engineering, Time Series Analysis and Forecasting, Artificial Intelligence, Recurrent Neural Networks (RNNs), Responsible AI, Model Deployment, Project Management Institute (PMI) Methodology, Marketing Analytics
Earn a degree
Degree · 1 - 4 Years

Northeastern University
Skills you'll gain: Database Design, Software Quality Assurance, Enterprise Architecture, Open Web Application Security Project (OWASP), Data Governance, Database Theory, User Research, Stakeholder Engagement, Algorithms, Agile Software Development, Software Development Life Cycle, Unified Modeling Language, Software Architecture, Cybersecurity, Responsive Web Design, Java, Cascading Style Sheets (CSS), Agile Methodology, Object Oriented Programming (OOP), Data Ethics
Earn a degree
Degree · 1 - 4 Years