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
Duke University
Skills you'll gain: Pedagogy, Art History, Social Justice, Community Organizing, Social Sciences, Socioeconomics, Interactive Learning, Public Affairs, Education and Training, Liberal Arts, Social Impact, Community Development, Creativity, Advocacy, Culture
University of the Arts London
Skills you'll gain: AI powered creativity, PyTorch (Machine Learning Library), Artificial Intelligence, Model Training, Creativity, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Creative Thinking, Generative AI, Artificial Neural Networks, Responsible AI, Creative Problem-Solving, Creative Design, Machine Learning Methods, Data Ethics, Critical Thinking
University of Colorado Boulder
Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Statistical Analysis, Experimentation, Research Design, Statistical Methods, Data Science, Data Analysis, R (Software), Statistical Programming, Predictive Modeling, Predictive Analytics, Probability & Statistics, Advanced Analytics, Data Modeling, General Science and Research
Skills you'll gain: Real Time Data, Classification Algorithms, File I/O, Color Matching
Skills you'll gain: Responsible AI, Data Ethics, Regulation and Legal Compliance, Regulatory Compliance, Generative AI, Legal Risk, Compliance Management, Business Ethics, AI Security, Intellectual Property, Business Risk Management, Ethical Standards And Conduct, Personally Identifiable Information, Risk Analysis, Data Governance, Data Security, Accountability
University of London
Skills you'll gain: Virtual Reality, Interactive Design, Interaction Design, Augmented and Virtual Reality (AR/VR), Virtual Environment, User Interface (UI), Human Computer Interaction, Display Devices, Human Machine Interfaces, Usability, User Interface (UI) Design, Human Factors, User Experience Design
Skills you'll gain: Devops Tools, DevOps, CI/CD, Cloud Deployment, User Story, Microservices, OpenShift, DevSecOps, Application Deployment, Continuous Integration, Agile Software Development, Cloud-Native Computing, Code Review, Kubernetes, Test Driven Development (TDD), Continuous Deployment, Continuous Delivery, Scrum (Software Development), Agile Methodology, Cloud Computing
Skills you'll gain: Financial Statement Analysis, Working Capital, Financial Statements, Financial Analysis, Credit Risk, Lending and Underwriting, Financial Acumen, Commercial Lending, Financial Data, Corporate Finance, Accounts Payable and Receivable, Balance Sheet, Accounts Receivable, Cash Flows, Risk Analysis, Business Metrics, Competitive Analysis, Finance
Case Western Reserve University
Skills you'll gain: Philanthropy, Entrepreneurship, Entrepreneurial Finance, Innovation, New Business Development, Community Development, Economic Development, Commercialization, Mentorship, Governance, Public Policies, Resource Allocation, Program Evaluation
Università di Napoli Federico II
Skills you'll gain: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), Object Oriented Design, R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Python Programming, Deep Learning, Computer Programming, Machine Learning Methods, Scripting Languages, Statistical Machine Learning, Scripting
Imperial College London
Skills you'll gain: Microbiology, Public Health and Disease Prevention, Public Health, Sanitation, Infection Control, Infectious Diseases, Epidemiology, Emergency Response, Water Resources, Health And Safety Standards, Hand Hygiene, Healthcare Ethics, Water Quality, Radiation Protection, Environmental Science, Environmental Issue, Immunology
AI CERTs
Skills you'll gain: Data Analysis, Data Literacy, Data-Driven Decision-Making, Clinical Informatics, Image Analysis, AI Integrations, Health Technology, Diagnostic Tests, Advanced Analytics, Treatment Planning, Care Management, Emerging Technologies
In summary, here are 10 of our most popular applied machine learning courses
- ART of the MOOC: Arte Público y Pedagogía: Duke University
- Introduction to Creative AI: University of the Arts London
- Statistical Modeling for Data Science Applications: University of Colorado Boulder
- Analyze Video Data Using OpenCV and Python: EDUCBA
- Navigating Generative AI Risks for Leaders: Coursera
- 3D Interaction Design in Virtual Reality: University of London
- DevOps Capstone Project: IBM
- Financial Statement Analysis for Credit Decisions: EDUCBA
- Beyond Silicon Valley: Growing Entrepreneurship in Transitioning Economies: Case Western Reserve University
- Data Science con Python e R: Università di Napoli Federico II
