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: PreviewUniversity of Houston
Skills you'll gain: Collaborative Software, Digital pedagogy, Education Software and Technology, Collaboration, Learning Management Systems, Teaching, digital literacy, Communication, Technology Strategies, Web Applications, Communication Systems, Digital Communications
Commonwealth Education Trust
Skills you'll gain: Constructive Feedback, Pedagogy, Teaching, Instructing, Education and Training, Curriculum Planning, Student-Centred Learning, Student Engagement, Instructional and Curriculum Design, Quality Assessment, Peer Review, Statistical Reporting, Performance Reporting, Reliability, Cultural Diversity
Status: PreviewThe Hong Kong University of Science and Technology
Skills you'll gain: Server Side, Restful API, Ajax, Node.JS, Web Applications, Web Servers, Web Development, Back-End Web Development, Model View Controller, Javascript, PHP (Scripting Language), Application Programming Interface (API), Authentications, JSON, Hypertext Markup Language (HTML), Software Architecture, Real Time Data, Data Storage
Skills you'll gain: Tensorflow, Transfer Learning, Fine-tuning, Image Analysis, Keras (Neural Network Library), Applied Machine Learning, Feature Engineering, Model Training, Machine Learning
Status: PreviewGeorgia Institute of Technology
Skills you'll gain: Prototyping, Interactive Design, Usability, Music, Interaction Design, Multimedia, Design, Musical Composition, Music Theory, Design Elements And Principles, Design Research, Usability Testing, Conceptual Design, Design Strategies, Human Centered Design, User Research, Ideation, Simulations
Status: FreeAmazon Web Services
Skills you'll gain: Education Software and Technology, Generative AI, Digital pedagogy, AI literacy
Status: Free TrialJohns Hopkins University
Skills you'll gain: Training Programs, Education and Training, Smart Goals, Community Health, Train The Trainer, Educational Materials, Health Education, Adult Education, Needs Assessment, Planning, Case Management
Status: PreviewSkills you'll gain: Team Performance Management, Generative AI Agents, Gap Analysis, Management Training And Development, Workforce Development, People Development, Training Programs, Training and Development, AI Enablement, Employee Training, Talent Management, Team Management, Performance Analysis, Job Analysis, Needs Assessment
Status: NewStatus: FreeLund University
Skills you'll gain: Prompt Engineering, AI literacy, Brainstorming, Personal Integrity, AI Integrations, Ethical Standards And Conduct, Digital pedagogy, Learning Strategies
Status: NewSkills you'll gain: C and C++, File I/O, Memory Management, Code Reusability, Computer Programming Tools, Development Environment
Status: Free TrialUniversity of Michigan
Skills you'll gain: Responsible AI, Generative AI, ChatGPT, Education Software and Technology, AI Integrations, Design Strategies, Data Ethics, Content Creation, Professional Development
Status: PreviewThe Hong Kong University of Science and Technology
Skills you'll gain: HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), jQuery, Javascript and jQuery, Web Design and Development, Javascript, Web Development, Animations, Front-End Web Development, Animation and Game Design, Web Applications, Visualization (Computer Graphics), Computer Graphics, Code Reusability, Software Design Patterns
In summary, here are 10 of our most popular applied machine learning courses
- Powerful Tools for Teaching and Learning: Web 2.0 Tools:Â University of Houston
- Foundations of Teaching for Learning: Introduction to Student Assessment:Â Commonwealth Education Trust
- Learning Server-side Programming through Game Development:Â The Hong Kong University of Science and Technology
- Classify Images of Cats and Dogs using Transfer Learning:Â Google Cloud
- Sound and Sonification Design for Interactive Learning Tools:Â Georgia Institute of Technology
- Game based learning - Getting Started with Gen AI:Â Amazon Web Services
- Training and Learning Programs for Volunteer Community Health Workers:Â Johns Hopkins University
- Unleash Team Potential: Assess Learning Needs Using GenAI:Â Google Cloud
- A student's guide to GenAI and learning:Â Lund University
- C++ Crash Course - Quick and Practical Learning:Â Packt
