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 Colorado Boulder
Skills you'll gain: Crisis Management, Climate Change Adaptation, Change Management, Organizational Change, Engineering Management, Sustainable Development, Sustainable Systems, Organizational Development, Systems Thinking, Organizational Leadership, Risk Management, Leadership, Mitigation, Natural Resource Management, Infrastructure Security, Complex Problem Solving, Cross-Functional Collaboration
Intermediate · Course · 1 - 3 Months

Duke University
Skills you'll gain: Flask (Web Framework), Web Applications, Package and Software Management, Web Frameworks, Application Frameworks, Debugging, Program Development, Development Environment, Restful API, Python Programming
★ 3.8 (6) · Beginner · Guided Project · Less Than 2 Hours

Packt
Skills you'll gain: Application Programming Interface (API), Databases, Web Applications, Hypertext Markup Language (HTML), Authorization (Computing)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Snowflake Schema, Business Intelligence, Power BI, Cloud Security, Business Analytics, Business Intelligence Software, Cloud Management, Advanced Analytics, Cloud-Based Integration, Data Management, Data Governance, Amazon Web Services, Data Integration, Data Security, Cost Control, Data Visualization Software, Cloud Computing, Data Warehousing, Data Modeling, Cloud Applications
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Javascript, Event-Driven Programming, Web Development, HTML and CSS, Scripting, Web Applications, Hypertext Markup Language (HTML), Programming Principles, Front-End Web Development, Interactive Design
Beginner · Course · 1 - 4 Weeks

Università di Napoli Federico II
Skills you'll gain: Robotics, Torque (Physics), Numerical Analysis
Intermediate · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Computational Thinking, Debugging, Programming Principles, Technical Communication, Computer Programming, Education Software and Technology, Digital pedagogy, Event-Driven Programming, Cultural Responsiveness, Program Development, Code Reusability, Data Structures, Graphical Tools
Beginner · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Performance Testing, Maintainability, Software Testing, Code Review, Software Technical Review, Security Testing, Performance Stress Testing, Software Quality Assurance, Application Security, Test Tools, Browser Compatibility
Advanced · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Backlogs, Agile Product Development, Product Roadmaps, Stakeholder Communications, Release Management, Stakeholder Engagement, Agile Project Management, User Story, Stakeholder Management, Initiative and Leadership, Agile Methodology, Innovation, Continuous Deployment, CI/CD, Collaborative Software, Business Planning, Timelines, Product Development, Prioritization, Scope Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Management, Cloud Deployment, Identity and Access Management, Google Cloud Platform, Cloud Solutions, Cloud Engineering, Cloud Computing, Cloud Platforms, Cloud Services, Cloud Infrastructure, Cloud Security, Cloud Storage, Role-Based Access Control (RBAC), System Monitoring
★ 4.8 (16) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Analytics, R Programming, Scripting, Google Sheets, Email Automation, Tidyverse (R Package), Predictive Modeling, Automation, Data Manipulation, Health Technology, GitHub, Gmail, Git (Version Control System), Command-Line Interface
Intermediate · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: Model Training, Photo Editing, Post-Production
Intermediate · Course · 1 - 4 Weeks