Applied Machine Learning Courses
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.
Popular Applied Machine Learning Courses and Certifications
Skills you'll gain: Restful API, API Design, ASP.NET, Application Programming Interface (API), GraphQL, .NET Framework, Object-Relational Mapping, Data Modeling, Data Store, Relational Databases, Middleware, C# (Programming Language), Query Languages, Transact-SQL, Data Mapping, Application Frameworks, Data Access, Back-End Web Development, Data Persistence, Configuration Management
University of Maryland, College Park
Skills you'll gain: Presentations, Oral Expression, Professional Development, Interviewing Skills, English Language, Verbal Communication Skills, Personal Attributes, Communication, Self-Awareness, Personal Development, Language Learning, Communication Strategies, Job Analysis, Learning Strategies, Goal Setting
Infosec
Skills you'll gain: Penetration Testing, Cyber Security Policies, Linux Commands, Cyber Security Assessment, Command-Line Interface, Cybersecurity, Security Testing, Cloud Computing, Linux, Risk Management Framework, Network Monitoring, Security Management, Vulnerability Scanning, Operating Systems, Cyber Risk, Cloud Services, Exploitation techniques, General Networking, Cyber Governance, Cyber Security Strategy
Skills you'll gain: Vibe coding, Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, No-Code Development, Responsive Web Design, Web Design and Development, Front-End Web Development, Software Development Tools, AI literacy, Agentic Workflows, AI Workflows, Generative AI Agents, Software Documentation, Technical Documentation, Web Development Tools, Application Development, Prototyping, Web Development, Project Documentation
University of London
Skills you'll gain: Debugging, Development Environment, Javascript, Computer Programming Tools, Program Development, JavaScript Frameworks, Computer Graphics, Software Development Tools, Computer Programming, Graphical Tools, Interactive Design, Programming Principles, Data Management, Interaction Design, Maintainability
University of Michigan
Skills you'll gain: Investment Management, Wealth Management, Asset Management, Investments, FinTech, Financial Trading, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Big Data, Artificial Neural Networks, Machine Learning
University of Colorado Boulder
Skills you'll gain: Hardware Architecture, Microarchitecture, Bash (Scripting Language), Distributed Computing, Scalability, Memory Management, Shell Script, Computer Systems, File I/O, Big Data, Linux Commands, Cloud Development, C and C++, Computer Programming Tools, Linux, Computing Platforms, Data Import/Export, C++ (Programming Language), Communication Systems, C (Programming Language)
Michigan State University
Skills you'll gain: Peer Review, Writing and Editing, Editing, Storytelling
Kennesaw State University
Skills you'll gain: LinkedIn, Professional Networking, Professional Development, Mentorship, Rapport Building, Relationship Building, Professionalism, People Development, Relationship Management, Habit Formation, Growth Mindedness, Adaptability, Personal Development, Lifelong Learning, Self-Awareness
Dr. Jonathan Reichental
Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Data Ethics, Strategic Leadership, Decision Making, Organizational Leadership, Technology Strategies, Business Leadership, Governance, Leadership Studies, Risking, IT Management, Information Technology, Leadership Development, Stakeholder Analysis, Social Impact, Leadership and Management, Artificial Intelligence, Cross-Functional Collaboration, Emerging Technologies
Skills you'll gain: Azure DevOps Pipelines, CI/CD, Azure DevOps, Continuous Delivery, Release Management, Continuous Integration, Jenkins, DevOps, Continuous Deployment, Application Deployment, Devops Tools, Functional Testing, YAML, Microsoft Azure, Build Tools, Software Testing, Workflow Management, Code Coverage, Git (Version Control System), Automation
University of Maryland, College Park
Skills you'll gain: Fundraising, Business Management, Organizational Strategy, Management Training And Development, Governance, Drive Engagement, Promotional Strategies, Marketing Strategies, Stakeholder Engagement, Business Planning, Marketing, Strategic Marketing, Marketing Planning, Planning, Driving engagement, Business Strategies, Performing Arts, Growth Strategies, Customer Engagement, Case Studies
In summary, here are 10 of our most popular applied machine learning courses
- Designing and Building Web APIs with ASP.NET Core:Â Packt
- Interview Research and Preparation:Â University of Maryland, College Park
- Cybersecurity Foundations:Â Infosec
- Vibe Coding Made Simple - A Beginner's Guide:Â Packt
- Introduction to Computer Programming:Â University of London
- Innovations in Investment Technology: Artificial Intelligence:Â University of Michigan
- High-Performance and Parallel Computing:Â University of Colorado Boulder
- Script Writing: Write a Pilot Episode for a TV or Web Series (Project-Centered Course):Â Michigan State University
- Successful Career Development:Â Kennesaw State University
- Leading with a Technology Ethics Mindset:Â Dr. Jonathan Reichental
