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
John Wiley & Sons
Skills you'll gain: Personally Identifiable Information, Data Governance, Law, Regulation, and Compliance, Information Privacy, Data Management, General Data Protection Regulation (GDPR), Data Security, Labor Compliance, Legal Risk, Compliance Management, Regulation and Legal Compliance, Risk Management Framework, Information Management, Risk Management, Data Ethics, Regulatory Compliance, Court Systems, Incident Response, Legal Strategy, Cybersecurity
Skills you'll gain: MLOps (Machine Learning Operations), Package and Software Management, Unit Testing, Code Reusability, Engineering Software, Testability, Software Design, Python Programming, AI Workflows, Test Script Development, Test Case, Test Tools
Skills you'll gain: Front-End Web Development, Application Programming Interface (API), Event-Driven Programming, Frontend Performance, Development Environment, Data Sharing
Johns Hopkins University
Skills you'll gain: Package and Software Management, Code Review, Open Source Technology, Code Reusability, GitHub, Scientific Methods, Software Documentation, Science and Research, Technical Documentation, Informatics, Software Versioning, R (Software), Data Analysis, Programming Principles, R Programming, Git (Version Control System), Integrated Development Environments
University of London
Skills you'll gain: JSON, Restful API, Javascript, Application Programming Interface (API), Web Services, Hypertext Markup Language (HTML), Front-End Web Development, Data Structures
Skills you'll gain: Agentic Workflows, AI Personalization, Agentic systems, Sales Training, Competitive Intelligence, Sales Management, Generative AI Agents, Sales Strategy, Sales, Personalized Campaigns, Customer Analysis, Customer Relationship Management (CRM) Software, Sales Process, Customer Relationship Management, Real Time Data, Proposal Writing, Automation, Customer Insights, Proposal Development
University of Pittsburgh
Skills you'll gain: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Statistical Visualization, Graphing, Data Analysis, Graphic and Visual Design, Python Programming
University of Maryland, College Park
Skills you'll gain: Emotional Intelligence, Agile Project Management, Conflict Management, Program Management, Sprint Retrospectives, Project Portfolio Management, Negotiation, Agile Methodology, Project Management Institute (PMI) Methodology, Project Controls, Project Risk Management, Team Leadership, Project Management, Quality Management, Leadership, Scaled Agile Framework, Team Performance Management, Decision Making, Continuous Improvement Process, User Feedback
Creo Incubator
Skills you'll gain: Business Modeling, Ideation, Design Thinking, Entrepreneurship, Lean Methodologies, Creative Problem-Solving, Innovation, Business Planning, Business Strategy, Open Mindset, Growth Mindedness, Business, Consumer Behaviour, Adaptability, Sustainable Business, Value Propositions, Prototyping, Growth Strategies
Skills you'll gain: Responsible AI, Loan Origination, General Lending, Lending and Underwriting, Loan Documentation, Data Ethics, Generative AI Agents, Workflow Management, Generative AI, Regulatory Compliance, AI Integrations, Law, Regulation, and Compliance, Customer Communications Management, Loans, Customer experience improvement, Credit Risk, Document Management, Financial Services, Business Process Automation, Customer Inquiries
Arizona State University
Skills you'll gain: Decision Making, Strategic Decision-Making, Business Ethics, Ethical Standards And Conduct, Risk Analysis, Teamwork, Strategic Thinking, Professionalism, Risk Management, Collaboration, Leadership, Team Collaboration, Continuous Improvement Process, Lifelong Learning, Logical Reasoning
Northeastern University
Skills you'll gain: Exploratory Data Analysis, Time Series Analysis and Forecasting, Probability Distribution, Pandas (Python Package), Data Analysis, Data Wrangling, Probability & Statistics, Unsupervised Learning, Text Mining, Data Manipulation, Computational Thinking, Statistical Methods, Data Processing, Statistical Analysis, Data Preprocessing, Data Structures, Statistics, Data Cleansing, Programming Principles, Descriptive Statistics
In summary, here are 10 of our most popular applied machine learning courses
- IAPP CIPP/US Privacy Professional Certification Prep:Â John Wiley & Sons
- Build Testable Python Packages for AI:Â Coursera
- React Foundations & Core Concepts:Â Packt
- Introduction to Reproducibility in Cancer Informatics:Â Johns Hopkins University
- Data-driven websites: JSON, APIs and Templates:Â University of London
- Agentic AI Content for Practitioners (Teams: Sales):Â Coursera
- Data Visualization Fundamentals in Python:Â University of Pittsburgh
- Agile Process, Project, and Program Controls:Â University of Maryland, College Park
- Entrepreneurship: Ideation and Exploring Fundamentals:Â Creo Incubator
- GenAI for Loan Officers: Revolutionizing Credit Scoring:Â Coursera
