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
Heriot-Watt University
Skills you'll gain: Artificial Intelligence, Graph Theory, Database Development, Algorithms, Database Architecture and Administration, NoSQL, Computational Logic, Java, Object Oriented Programming (OOP), Data Structures, Computer Programming, Program Development, Combinatorics, Theoretical Computer Science, Big Data, Computational Thinking, Reinforcement Learning, Natural Language Processing, Agentic systems, Programming Principles
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
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
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Pontificia Universidad Católica de Chile
Skills you'll gain: Large Language Modeling, Customer Analysis, Data Ethics, Descriptive Analytics, People Analytics, Revenue Management, FinTech, Model Evaluation, Web Scraping, Social Network Analysis, Time Series Analysis and Forecasting, Predictive Analytics, Biostatistics, Social Determinants Of Health, Gerontology, Data Visualization, Risk Analysis, Bayesian Statistics, Digital Transformation, Data Mining
Status: NewSkills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Virtual Reality, Game Design
University of Pittsburgh
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Databases, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Linear Algebra, Model Deployment, Data Governance, Regression Analysis, Data Analysis
S.P. Jain Institute of Management and Research
Skills you'll gain: Mergers & Acquisitions, Search Engine Marketing, Working Capital, Competitive Analysis, Operations Management, Business Valuation, Manufacturing Operations, Design Thinking, Large Language Modeling, Business Strategy, Supply Chain Management, Digital Transformation, Persuasive Communication, Consumer Behaviour, Team Management, Organizational Change, Change Management, Promotional Strategies, Financial Statement Analysis, Technical Consulting
Pontificia Universidad Católica de Chile
Skills you'll gain: Large Language Modeling, Data Ethics, Customer Analysis, Descriptive Analytics, People Analytics, Revenue Management, FinTech, Web Scraping, Social Network Analysis, Time Series Analysis and Forecasting, Predictive Analytics, Biostatistics, Social Determinants Of Health, Unsupervised Learning, Gerontology, Data Visualization, Risk Analysis, Bayesian Statistics, Digital Transformation, Data Mining
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
In summary, here are 10 of our most popular applied machine learning courses
- MSc Computer Science:Â Heriot-Watt University
- Financial Management Graduate Certificate:Â University of Illinois at Urbana-Champaign
- Business Analytics Graduate Certificate:Â University of Illinois at Urbana-Champaign
- CPA Pathways Graduate Certificate:Â University of Illinois at Urbana-Champaign
- Master of Data Science:Â Illinois Institute of Technology
- Value Chain Management Graduate Certificate:Â University of Illinois at Urbana-Champaign
- MagÃster en Business Analytics: Pontificia Universidad Católica de Chile
- Blender Geometry Nodes – Procedural Bridge Basics: Packt
- Master of Data Science:Â University of Pittsburgh
- Post Graduate Diploma in Management Online:Â S.P. Jain Institute of Management and Research
