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
Skills you'll gain: Model Evaluation, AI Personalization, Data Science, Data Preprocessing, Python Programming, Development Environment
Johns Hopkins University
Skills you'll gain: Program Evaluation, Health Equity, Data Collection, Institutional Review Board (IRB), Public Health, Research Design, Health Assessment, Policy Analysis, Healthcare Ethics, Surveys, Maternal Health, Statistical Analysis
University of Colorado Boulder
Skills you'll gain: Environment, Environmental Monitoring, Physical Science, Hydrology, Environmental Science, Climate Change Adaptation, Geospatial Information and Technology, Geographic Information Systems, Social Studies, World History
University of Michigan
Skills you'll gain: Analytics, Data Analysis, Statistical Analysis, Probability & Statistics, Statistics, Python Programming, Data Manipulation
Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Google Gemini, Generative AI, AI Enablement, Financial Reporting, Anomaly Detection, OpenAI, ChatGPT, Auditing, Business Process Automation, Financial Analysis, Data Analysis
Skills you'll gain: Back-End Web Development, Server Side, Middleware, Authentications, API Design, Application Programming Interface (API), User Accounts, Databases, JavaScript Frameworks, Scalability, GitHub, Development Environment, Data Validation
Banco Interamericano de Desarrollo
Skills you'll gain: Environment, Climate Change Adaptation, Water Resources, Sustainable Development, Health Education, Land Management, Environmental Science, Community Development, Teaching, Interactive Learning, Climate Change Mitigation, Storytelling
Skills you'll gain: Microsoft Power Automate/Flow, Microsoft Power Platform, Workflow Management, Process Analysis, Microsoft Copilot, Microsoft Azure, Process Mapping, AI Workflows, Business Process Automation, Process Optimization, Automation, Application Lifecycle Management, Document Management, Event-Driven Programming
Johns Hopkins University
Skills you'll gain: Patient Safety, Continuous Quality Improvement (CQI), Health Systems, Safety Assurance, Health Care Procedure and Regulation, Healthcare Industry Knowledge, Healthcare Project Management, Risk Management, Project Management, Key Performance Indicators (KPIs), Incident Management, Strategic Leadership
LearnQuest
Skills you'll gain: Network Architecture, Network Protocols, Wireless Networks, Network Performance Management, Network Planning And Design, Network Infrastructure, Communication Systems, Telecommunications, Emerging Technologies
Logical Operations
Skills you'll gain: Data Structures, Data Processing, Virtual Machines, Verification And Validation, Program Development, Data Preprocessing, Python Programming, Debugging, Maintainability, Programming Principles, Application Development, Scripting, Scripting Languages, Computer Programming, Software Installation, Development Environment, Software Development, Computer Programming Tools, Functional Design, Cross Platform Development
Google Cloud
Skills you'll gain: Responsible AI, Generative AI, Data Quality, AI Security, Applied Machine Learning, AI Enablement, Google Cloud Platform, Data Ethics, Machine Learning, Large Language Modeling, Unstructured Data
In summary, here are 10 of our most popular applied machine learning courses
- Recommendation Engine - Basics:Â EDUCBA
- Evaluating Public Health Programs at Scale:Â Johns Hopkins University
- Intro to the Arctic:Â University of Colorado Boulder
- Moneyball and Beyond:Â University of Michigan
- GenAI for Automated Financial Reporting:Â Coursera
- Backend Development and API Creation:Â Packt
- Educación sobre cambio climático: entornos sostenibles: Banco Interamericano de Desarrollo
- Power Automate: Building and Managing Automated Workflows:Â Whizlabs
- Quality and Safety in Ambulatory Healthcare Management:Â Johns Hopkins University
- 5G Network Architecture and Protocols:Â LearnQuest
