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: Semiconductors, Power Electronics, Display Devices, Control Systems, Computer Displays, Electronic Systems, Systems Design, Technical Design, Electronics, Electrical Engineering, USB, Electronic Components, Electrical Systems, Materials science, electromagnetics, Electronics Engineering, Electric Power Systems, Electronic Hardware, Performance Tuning, Image Quality
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 Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Pontificia Universidad Católica de Chile
Skills you'll gain: Revenue Management, People Analytics, Large Language Modeling, Data Ethics, Database Design, Customer Analysis, Descriptive Analytics, FinTech, Social Network Analysis, Time Series Analysis and Forecasting, Spatial Data Analysis, Predictive Analytics, Biostatistics, Social Determinants Of Health, Unsupervised Learning, Gerontology, Data Visualization, Risk Analysis, Bayesian Statistics, Digital Transformation
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
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, Natural Language Processing, R Programming, Classification And Regression Tree (CART)
Status: NewSkills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Virtual Reality, Game Design
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
O.P. Jindal Global University
Skills you'll gain: Operations Management, Design Thinking, Data Visualization, Active Listening, Business Ethics, Sampling (Statistics), Working Capital, Database Management, Environmental Social And Corporate Governance (ESG), Project Estimation, Business Analytics, Financial Statement Analysis, Global Marketing, Marketing Management, Financial Accounting, Predictive Analytics, Big Data, Regression Analysis, Operations Research, Pivot Tables And Charts
In summary, here are 10 of our most popular applied machine learning courses
- Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
- MSc Computer Science: Heriot-Watt University
- Graduate Certificate in Strategic Leadership & Management: University of Illinois at Urbana-Champaign
- Magíster en Ciencia de Datos: Pontificia Universidad Católica de Chile
- Entrepreneurship and Strategic Innovation Graduate Certificate: University of Illinois at Urbana-Champaign
- Master of Science in Computer Science: Ball State University
- Blender Geometry Nodes – Procedural Bridge Basics: Packt
- Global Challenges in Business Graduate Certificate: University of Illinois at Urbana-Champaign
- CPA Pathways Graduate Certificate: University of Illinois at Urbana-Champaign
- MBA Business Analytics: O.P. Jindal Global University
