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
Universiteit Leiden
Skills you'll gain: Mindfulness, Self-Awareness, Mental Health, Social Justice, Psychology, Stress Management, Mental and Behavioral Health Specialties, Social Sciences, Cultural Diversity, Environment and Resource Management, Trauma Care, Ethical Standards And Conduct
Skills you'll gain: Performance Tuning
University of Geneva
Skills you'll gain: Financial Market, Capital Markets, Portfolio Management, Investments, Market Dynamics, Equities, Portfolio Risk, Economics, Banking, Asset Management, Risk Management, Financial Analysis
Skills you'll gain: Business Process Automation, Data Presentation, Java, Productivity Software, C# (Programming Language), Data Capture, File I/O, Programming Principles, Scalability, Debugging
University of Colorado Boulder
Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Data Warehousing, Supervised Learning, Data Pipelines, Data Preprocessing, Classification Algorithms, Data Modeling, Decision Tree Learning, Data Management, Machine Learning Algorithms, Data Cleansing, Model Evaluation, Exploratory Data Analysis, Analysis, Machine Learning, Big Data, Analytical Skills, Data Analysis
Coursera
Skills you'll gain: Spatial Data Analysis, GIS Software, Geographic Information Systems, Spatial Analysis, Query Languages, SQL, PostgreSQL, Database Development, Performance Tuning, Scalability
Skills you'll gain: Sprint Planning, Jira (Software), Scrum (Software Development), User Story, Meeting Facilitation, Backlogs, Agile Methodology, Project Planning, Project Estimation, Agile Project Management, Estimation, Work Breakdown Structure, Workflow Management
California Institute of the Arts
Skills you'll gain: User Interface (UI) Design, Graphic and Visual Design, Design, Design Elements And Principles, Human Computer Interaction, Typography, Graphic Design, Layout Design, Information Architecture, Application Design, Interaction Design, User Experience Design
Skills you'll gain: Data Visualization, Tableau Software, Dashboard, Data Storytelling, Data Analysis, Data Visualization Software, Trend Analysis, Data Cleansing, Data Preprocessing, R (Software), R Programming, Time Series Analysis and Forecasting, Spatial Analysis, Forecasting, Data Manipulation
Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Application Deployment, Cloud Deployment, Continuous Deployment, Containerization, Docker (Software), DevOps, Release Management, Version Control, Dependency Analysis, Performance Tuning, CI/CD, Performance Testing, Package and Software Management, Performance Analysis, Performance Metric, Application Performance Management, Application Development, Cost Benefit Analysis
Skills you'll gain: AI Enablement, HR Tech, Artificial Intelligence, Ethical Standards And Conduct
Skills you'll gain: Databases, Query Languages, Database Management
In summary, here are 10 of our most popular applied machine learning courses
- De-Mystifying Mindfulness:Â Universiteit Leiden
- Apply OpenGL Texturing and Camera Systems:Â EDUCBA
- Understanding Financial Markets:Â University of Geneva
- Master Excel Automation Using Java, .NET, and Python:Â EDUCBA
- Data Mining Foundations and Practice:Â University of Colorado Boulder
- Query Spatial with PostGIS:Â Coursera
- Plan, Estimate, and Break Down Sprints:Â Coursera
- Visual Elements of User Interface Design:Â California Institute of the Arts
- Analyze and Visualize Data Using Tableau:Â EDUCBA
- Deploy, Evaluate and Create AI Systems:Â Coursera
