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
Status: NewStatus: Free TrialSkills you'll gain: Image Analysis, Data Cleansing, Quality Assurance, Quality Assessment, Packaging and Labeling, Data Pipelines
Status: PreviewUniversity of Michigan
Skills you'll gain: Data Analysis, Analytical Skills, Experimentation, Critical Thinking, Research Design, Behavioral Economics, Decision Making, Regression Analysis, Statistical Inference, Probability, Correlation Analysis, Adaptability
Status: Free TrialVanderbilt University
Skills you'll gain: Generative AI Agents, AI Workflows, AI Orchestration, Agentic systems, LLM Application, Tool Calling, OpenAI, Prompt Engineering, Application Development, Software Documentation, File Management
Status: NewStatus: Free TrialSkills you'll gain: jQuery, Front-End Web Development, User Interface (UI) Design, Event-Driven Programming, Hypertext Markup Language (HTML)
Status: Free TrialSkills you'll gain: Design Thinking, Data Science, Process Design, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Cleansing, Data Quality, Business Priorities, NumPy, Machine Learning, Python Programming
Status: PreviewThe University of Sydney
Skills you'll gain: Design Thinking, Human Centered Design, Innovation, Prototyping, Ideation, Design Strategies, User Experience Design, Product Development, Design, Design Research, User Feedback, Customer Insights
Status: NewStatus: PreviewSkills you'll gain: Database Design, MySQL, Operational Databases, Relational Databases, SQL, PHP (Scripting Language), Database Application, Database Systems, Database Management, Databases, Database Management Systems, Back-End Web Development, Data Structures, Software Installation
Status: NewStatus: Free TrialSkills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Data Visualization Software, Scatter Plots, Technical Communication, Histogram
Status: NewStatus: Free TrialSkills you'll gain: Servers, Data Manipulation, System Requirements
Status: NewSkills you'll gain: Object Oriented Programming (OOP), C# (Programming Language), Debugging, Computer Programming, Development Environment, .NET Framework, Microsoft Visual Studio, Application Development, Data Structures, Application Frameworks, Problem Solving
Status: NewStatus: Free TrialUniversity of California, Santa Barbara
Skills you'll gain: Balance Sheet, Depreciation, Financial Reporting, Financial Accounting, Financial Statements, Technical Accounting, Generally Accepted Accounting Principles (GAAP), Capital Expenditure, Equities, Accrual Accounting, Fixed Asset, Finance, Accounts Receivable, Analysis, Estimation, Corporate Finance
Status: NewStatus: Free TrialSkills you'll gain: Video Production
In summary, here are 10 of our most popular applied machine learning courses
- Annotate and Analyze Objects for Vision:Â Coursera
- Mindware: Critical Thinking for the Information Age :Â University of Michigan
- AI Agents and Agentic AI with Python & Generative AI:Â Vanderbilt University
- Build Interactive Web Apps Using jQuery UI:Â EDUCBA
- AI Workflow: Business Priorities and Data Ingestion:Â IBM
- Innovation Through Design: Think, Make, Break, Repeat:Â The University of Sydney
- Master MariaDB: Install, Design & Manage Databases:Â EDUCBA
- Charts: Visualize Data Like a Pro:Â Coursera
- Master SQL Server Concepts for Database Management:Â EDUCBA
- The Complete C# Programming Course for Beginners:Â Packt
