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
University of Colorado Boulder
Skills you'll gain: Computer Vision, Power Electronics, Convolutional Neural Networks, Display Devices, Control Systems, Image Analysis, Computer Displays, Tensorflow, Electronic Systems, Deep Learning, Systems Design, Debugging, Artificial Neural Networks, Electrical Engineering, USB, Semiconductors, Technical Design, electromagnetics, Electrical Power, Electrical Systems
University of London
Skills you'll gain: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
University of Colorado Boulder
Skills you'll gain: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Engineering Management, Financial Analysis, Milestones (Project Management), Financial Statement Analysis, Cost Estimation, Personal Development, Environmental Social And Corporate Governance (ESG), Team Leadership, Stakeholder Management, Resilience, Agile Project Management, Capital Budgeting, Self-Awareness, Project Risk Management, Cost Management
Ball State University
Skills you'll gain: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Financial Data, Artificial Intelligence, Advanced Analytics, Natural Language Processing, R Programming
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
Universidad de los Andes
Skills you'll gain: User Story, Version Control, Test Automation, Unified Modeling Language, Continuous Integration, Git (Version Control System), Software Architecture, Software Testing, Test Data, Maintainability, Test Script Development, JavaScript Frameworks, Software Design, Usability, Web Content Accessibility Guidelines, System Testing, Angular, Agile Software Development, Application Design, Software Design Patterns
University of Huddersfield
Skills you'll gain: Integral Calculus, Graph Theory, Matplotlib, Computational Logic, Calculus, Differential Equations, Theoretical Computer Science, Data Visualization Software, Algorithms, Python Programming, Computational Thinking, Data Analysis, Mathematical Modeling, Computer Science, Logical Reasoning, Engineering Analysis, Applied Mathematics, Data Manipulation, Statistical Analysis, Data Structures
Status: Free TrialSkills you'll gain: Contract Negotiation, Negotiation, Sales Prospecting, Account Management, Contract Management, Data Ethics, Microsoft Copilot, Business Ethics, Customer Relationship Management, Responsible AI, Personally Identifiable Information, Data-Driven Decision-Making
Skills you'll gain: Power BI, Real Time Data, Continuous Deployment, Microsoft Power Platform, Microsoft Azure, Enterprise Architecture, Application Deployment, DevOps, Data Architecture, Governance, Role-Based Access Control (RBAC), Data Security, Data Integration, Scalability, Version Control
Skills you'll gain: Clinical Documentation, Quality Assurance, Anomaly Detection, Clinical Informatics, AI Workflows, AI Enablement, Clinical Monitoring, Generative AI, AI Security, Microsoft Azure, Responsible AI, Healthcare Industry Knowledge, Health Care Procedure and Regulation, Health Informatics, Regulatory Compliance, Unstructured Data, Natural Language Processing, Continuous Monitoring, Speech Language Pathology, Real Time Data
Ball State University
Skills you'll gain: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Statistical Methods, Data Wrangling, Theoretical Computer Science, Application Security, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Advanced Analytics, Natural Language Processing, R Programming
University of Illinois at Urbana-Champaign
In summary, here are 10 of our most popular applied machine learning courses
- Power Electronics Graduate Certificate:Â University of Colorado Boulder
- Bachelor of Science in Computer Science:Â University of London
- Engineering Management Graduate Certificate:Â University of Colorado Boulder
- Master of Science in Data Science:Â Ball State University
- Master of Data Science:Â Illinois Institute of Technology
- Principios de ingenierÃa de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
- BSc Data Science:Â University of Huddersfield
- Negotiation and Ethical Practices in Account Management:Â Microsoft
- Enterprise Power BI: Deployment, Security, and Integration:Â Microsoft
- Clinical Workflow Automation and AI Integration:Â Microsoft
