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 California, Davis
Skills you'll gain: Color Theory, Typography, Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, Web Design, HTML and CSS, Animations, User Interface (UI) Design, Web Design and Development, Usability, Visualization (Computer Graphics)
Skills you'll gain: Control Systems, Computer Vision, Image Analysis, Robotics, Automation, Embedded Software, Test Automation, Simulations, Systems Architecture, Convolutional Neural Networks, Deep Learning, Software Architecture, Traffic Flow Optimization, Artificial Neural Networks, Global Positioning Systems, Predictive Modeling, Safety Standards
Johns Hopkins University
Skills you'll gain: Advocacy, Surveys
Skills you'll gain: C++ (Programming Language), Object Oriented Design, Object Oriented Programming (OOP), Debugging, Computer Programming, Programming Principles, Maintainability, Prototyping
Skills you'll gain: Application Deployment, Integration Testing, Object-Relational Mapping, API Design, ASP.NET, Database Design, Enterprise Architecture, Docker (Software), Database Systems, Systems Integration, Data Validation, Business Logic, Development Environment
Skills you'll gain: Disaster Recovery, Microsoft Azure, Microsoft Copilot, Cloud Security, Continuous Monitoring, Systems Administration, Cloud Storage, Patch Management, Virtual Machines, Data Security, Generative AI
Duke University
Skills you'll gain: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Command-Line Interface, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Linux
Skills you'll gain: Databricks, CI/CD, Microsoft Azure, Data Architecture, Integration Testing, Data Pipelines, Data Integration, Data Storage Technologies, Data Security, Automation, Data Storage, Development Testing
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, AI Workflows, Embeddings, Large Language Modeling, Graph Theory, Query Languages, Data Visualization Software, Development Environment
MedCerts
Skills you'll gain: Information Management, Medical Management, Care Coordination, Health Care Administration, Data Ethics, Healthcare Ethics, Information Privacy, Data Storage
Skills you'll gain: Outbound Calls, Telephone Skills, Operational Efficiency, AI Workflows, Customer experience improvement, Workflow Management, Productivity Software, AI Enablement, Customer Service, Automation, Systems Integration
Skills you'll gain: Research Reports, Report Writing, Case Studies, Business Writing, Technical Writing, Market Data, Analysis, Data Analysis, Financial Analysis, Data Presentation, Concision, Financial Modeling, Target Audience
In summary, here are 10 of our most popular applied machine learning courses
- Beyond Basic CSS: Typography, Color, Effects, & Animation: University of California, Davis
- Self-Driving Car Specialization Course: Packt
- Firearm Purchaser Licensing Teach-Out: The Background Check Policy Not Enough People Are Talking About: Johns Hopkins University
- Object-Oriented Programming and Functions: Packt
- .NET 8 Backend Bootcamp – Modulith, DDD & CQRS: Packt
- Azure Backup, Security, and Compliance Administration: Microsoft
- MySQL-for-Data-Engineering: Duke University
- Automation and Project Implementation in Azure Databricks: Packt
- AI Enhancement with Knowledge Graphs - Mastering RAG Systems: Packt
- Electronic Health Records: MedCerts
