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
Coursera
Skills you'll gain: Data Science, Web Applications, Python Programming, Data Analysis, Programming Principles, Artificial Intelligence, Computer Programming, Game Design
Arizona State University
Skills you'll gain: English Language, Business Writing, Presentations, Executive Presence, Management Reporting, Product Planning, Business Planning, Marketing Budgets, New Product Development, Business Communication, Writing, Marketing Planning, Campaign Management, Internal Communications, Oral Expression, Analysis
University of Minnesota
Skills you'll gain: Creativity, Creative Thinking, Creative Problem-Solving, Brainstorming, Cognitive flexibility, Persistence, Innovation, Problem Solving, Adaptability
Skills you'll gain: AI powered creativity, Prompt Engineering, Generative AI, Visual Storytelling, Prompt Engineering Tools, Responsible AI, Photo/Video Production and Technology, AI Orchestration, Media Production, AI Workflows, Multimedia, Video Production, Content Creation, Video Editing, Storyboarding, Creative Thinking, Brand Management, Music
Skills you'll gain: User Story, Agile Software Development, Scrum (Software Development), Agile Methodology, Kanban Principles, Backlogs, Sprint Retrospectives, Agile Project Management, Agile Product Development, Workflow Management, Sprint Planning, Team Oriented, Team Building, Team Management, Team Performance Management, Lean Methodologies, Performance Metric, Meeting Facilitation, Performance Measurement
Skills you'll gain: Azure Active Directory, Role-Based Access Control (RBAC), Identity and Access Management, User Accounts, Active Directory, User Provisioning, Authorization (Computing), Cloud Security, Microsoft Azure, Authentications, Cloud Management, Hybrid Cloud Computing, Multi-Tenant Cloud Environments, Cloud-Based Integration, Threat Detection
Duke University
Skills you'll gain: Responsible AI, Data Ethics, Experience Design, User Experience Design, Human Centered Design, Human Factors, Decision Intelligence, Information Privacy, Design Thinking, Machine Learning, Ethical Standards And Conduct, Law, Regulation, and Compliance, Automation
Skills you'll gain: Azure Active Directory, Multi-Factor Authentication, Authentications, Microsoft Azure, Active Directory, Identity and Access Management, User Provisioning, Security Controls, Hybrid Cloud Computing, Single Sign-On (SSO), Cloud-Based Integration, User Accounts, System Monitoring
Hebrew University of Jerusalem
Skills you'll gain: Computer Architecture, Hardware Architecture, Computer Hardware, Computer Engineering, Computer Science, Computer Systems, Microarchitecture, Computational Logic, System Programming, Computer Programming, Systems Design, System Design and Implementation, Other Programming Languages, Technical Design, Software Design, Memory Management, Program Development, Data Storage
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Structural Analysis, Materials science, Semiconductors, Chemical Engineering, Electrical Engineering, Mathematical Modeling, Coordination, Analytical Chemistry, Laboratory Research, Applied Mathematics
Johns Hopkins University
Skills you'll gain: Algebra, Arithmetic, Mathematical Modeling, Applied Mathematics, Advanced Mathematics, Graphing, Probability & Statistics
Skills you'll gain: Object Oriented Programming (OOP), Unit Testing, Test Driven Development (TDD), Test Script Development, Programming Principles, Software Testing, Data Structures, Python Programming, Program Development, Computer Programming, Development Environment, Debugging, Django (Web Framework), Functional Design, Package and Software Management, Cloud Hosting
In summary, here are 10 of our most popular applied machine learning courses
- Introduction to Python: Coursera
- 总计划案 Final Project: Arizona State University
- Creative Problem Solving: University of Minnesota
- Generative AI for Creative Professionals: Brief to Delivery: STARWEAVER
- Introduction to Agile Development and Scrum: IBM
- Microsoft Entra ID Fundamentals and Identity Administration: Whizlabs
- Human Factors in AI: Duke University
- Microsoft Entra Authentication and Identity Management: Whizlabs
- Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course): Hebrew University of Jerusalem
- Structure of Ceramics: Materials Science Fundamentals: Korea Advanced Institute of Science and Technology(KAIST)
