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
Multiple educators
Skills you'll gain: AI literacy, Retrieval-Augmented Generation, AI powered creativity, Vibe coding, Problem Solving, AI Enablement, AI Personalization, Ideation, Multimodal Prompts, Productivity Software, Generative AI, Communication Strategies, Responsible AI, Business Communication, Productivity, Planning, Project Planning, Business Planning, Project Management, Business
University of California, Davis
Skills you'll gain: Prompt Engineering, Generative AI Agents, AI Workflows, Prompt Patterns, Agentic Workflows, Agentic systems, Generative AI, AI literacy, Artificial Intelligence, Responsible AI, Risking, Algorithms
University of Glasgow
Skills you'll gain: Descriptive Analytics, ICD Coding (ICD-9/ICD-10), Health Informatics, Clinical Data Management, Medical Records, Data Mining, Medical Coding, Electronic Medical Record System, Electronic Medical Record, Patient Flow, Predictive Analytics, Clinical Research, Database Design, Health Information Management, Descriptive Statistics, Applied Machine Learning, Predictive Modeling, Relational Databases, Precision Medicine, Data Access
Johns Hopkins University
Skills you'll gain: Data Quality, Data Presentation, Data Management, Technical Communication, Data Analysis, Statistical Methods, Analytical Skills, Data-Driven Decision-Making, Data Science, Statistical Machine Learning, Statistical Inference, Statistics, A/B Testing, Statistical Modeling
University of Michigan
Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Statistical Inference, Statistics, Bayesian Statistics, Probability & Statistics, Data-Driven Decision-Making, Statistical Analysis, Data Analysis, Sampling (Statistics), Jupyter, Analysis, Statistical Programming, Python Programming
Skills you'll gain: Self-Awareness, Stress Management, Personal Development, Personal Attributes, Social Skills, Mental Health, Behavioral Health, Psychology, Resilience, Scientific Methods, Psychological Evaluations, Research
Skills you'll gain: Cost Estimation, Project Scoping, Cost Management, Scope Management, Project Estimation, Project Schedules, Earned Value Management, Scheduling, Change Control, Work Breakdown Structure, Project Controls, Estimation, Requirements Management, Timelines, Change Management, Budget Management, Project Management, Planning, Project Documentation, Project Performance
Skills you'll gain: Java Programming, Java, Performance Tuning, Memory Management, Web Servers, Web Applications, Server Side, Computer Networking, TCP/IP, OS Process Management, Context Management, Software Development, Encryption, Network Protocols, Scalability, Maintainability
Johns Hopkins University
Skills you'll gain: Graphing, Data Analysis, R (Software), R Programming, General Mathematics, Mathematical Modeling, Algebra, Mathematical Software, Applied Mathematics, Calculus, Business Mathematics
Skills you'll gain: Data Modeling, Power BI, Data Lakes, Star Schema, Microsoft Power Platform, Database Design, Data Warehousing, Data Transformation, Extract, Transform, Load, Business Reporting, Microsoft Azure, Data Validation, Analytics, Data Quality, Data Architecture, Generative AI, SQL, Verification And Validation
Illinois Tech
Skills you'll gain: Machine Learning Algorithms, Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Statistical Methods, Data Presentation, Analysis, Probability & Statistics, Data Cleansing, Applied Machine Learning, Regression Analysis, Analytics, Statistical Programming, Data Analysis, Logistic Regression, Machine Learning, Verification And Validation
John Wiley & Sons
Skills you'll gain: Financial Statement Analysis, Financial Reporting, Financial Acumen, Financial Statements, Financial Analysis, Financial Accounting, Annual Reports, Business Reporting, Cash Flows, Business Planning, Accounting, Budgeting, Business Valuation, Balance Sheet, Strategic Planning, Financial Forecasting, Income Statement, Business Strategies, Generally Accepted Accounting Principles (GAAP), Auditing
In summary, here are 10 of our most popular applied machine learning courses
- Real-World AI for Everyone:Â Advancing Women in Tech
- AI Agents: From Prompts to Multi-Agent Systems:Â University of California, Davis
- Data Mining of Clinical Databases:Â University of Glasgow
- Data Science in Real Life:Â Johns Hopkins University
- Inferential Statistical Analysis with Python:Â University of Michigan
- Health, Stress, and Theories of Personality:Â Pearson
- Engineering Project Management: Scope, Time and Cost Management:Â Rice University
- Java Concurrency, Performance, and Networking:Â Packt
- Precalculus: Relations and Functions:Â Johns Hopkins University
- Preparing Data for Analytics in Microsoft Fabric:Â Microsoft
