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 Maryland, College Park
Skills you'll gain: Entrepreneurial Finance, Business Valuation, Proposal Writing, Financial Reporting, Proposal Development, Corporate Finance, Financial Statements, Corporate Accounting, Project Finance, Business Metrics, Return On Investment, Financial Management, Capital Budgeting, Financial Analysis, Entrepreneurship, Sales Presentations, Cash Flows, Presentations, Innovation
LearnQuest
Skills you'll gain: Microsoft Azure, Big Data, Data Processing, Analytics, Data Pipelines, Databricks, Apache Spark, Data Analysis, Data Integration, Data Warehousing, Extract, Transform, Load, Real Time Data, Data Store, Data Transformation, Scheduling, Data Storage
Skills you'll gain: Data Import/Export, Data Analysis, Data Visualization, Programming Principles, Python Programming
National Taiwan University
Skills you'll gain: Child Welfare, Social Work, Social and Human Services, Working With Children, Advocacy, Empowerment, Social Justice, Community Outreach, Sociology, Child Development, Culture, Economics, Policy, and Social Studies, Case Studies, Human Development, Media and Communications
Vanderbilt University
Skills you'll gain: Model Context Protocol, Token Optimization, AI Workflows, Generative AI Agents, Agentic Workflows, AI Orchestration, Agentic systems, LLM Application, AI Integrations, Prompt Patterns, AI Enablement, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering Tools, Prompt Engineering, AI Personalization, ChatGPT, Multimodal Prompts, Anthropic Claude, AI Product Strategy
Skills you'll gain: Growth Mindedness, Empowerment, Personal Development, Emotional Intelligence, Resilience, Self-Awareness, Accountability, Personal Integrity, Lifelong Learning, Willingness To Learn, Assertiveness
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Feature Engineering, Data Ethics, Exploratory Data Analysis, Analytics, Data Analysis, Machine Learning Algorithms, Data Preprocessing, Unsupervised Learning, Data Cleansing, Data Science, NumPy, Data Manipulation, Data Transformation, Data Structures, Pandas (Python Package), Dimensionality Reduction, Classification Algorithms, Python Programming, Regression Analysis, Data Visualization
Saïd Business School, University of Oxford
Skills you'll gain: Sustainable Business, Sustainable Development, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Sustainability Reporting, Social Impact, Finance, Stakeholder Engagement, Financial Services, Financial Systems, Case Studies, Corporate Strategy, Financial Analysis, Investments, Return On Investment, Loans, Risk Management
Northeastern University
Skills you'll gain: Generative AI, Generative Model Architectures, Convolutional Neural Networks, Artificial Neural Networks, Model Optimization, Deep Learning, Model Training, Bayesian Network, Mathematical Modeling, Estimation, Model Evaluation, Applied Mathematics, Network Architecture, Probability Distribution
Coursera
Skills you'll gain: AI Enablement, Workforce Management, Human Resources Management and Planning, Human Resource Strategy, Workforce Development, Workforce Planning, Responsible AI, Resource Management, Performance Improvement, Employee Performance Management, Strategic Decision-Making, Data-Driven Decision-Making, AI Integrations, Process Optimization, Strategic Planning, Business Ethics, Ethical Standards And Conduct
Copenhagen Business School
Skills you'll gain: Artificial Intelligence, Large Language Modeling, AI literacy, Natural Language Processing, Theoretical Computer Science, Statistical Machine Learning, Liberal Arts, Artificial Neural Networks, Grammar, Computational Thinking, Social Impact
Skills you'll gain: Cascading Style Sheets (CSS), HTML and CSS, Responsive Web Design, Web Design, Web Design and Development, Web Development, Front-End Web Development, Interactive Design, Animations, Visual Design, Design, Maintainability, Typography, Style Guides, Application Design, Interactive Learning, User Experience, Semantic Web
In summary, here are 10 of our most popular applied machine learning courses
- Financing and Profiting from Innovation for Corporate Entrepreneurs: University of Maryland, College Park
- Data Processing with Azure: LearnQuest
- Python for Beginners: Variables and Strings: Coursera
- 少年福利與權利 (Welfare and Rights of Youth): National Taiwan University
- AI Agents with Model Context Protocol & Typescript: Vanderbilt University
- How to Series on Personal Development Topics: Coursera
- Introduction to Data Analytics: Birla Institute of Technology & Science, Pilani
- Sustainable Finance: Products, Instruments and Future Trends: Saïd Business School, University of Oxford
- Generative AI: Foundations and Concepts: Northeastern University
- AI in Workforce Management: Coursera
