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: Free TrialUniversity of Glasgow
Skills you'll gain: Deep Learning, Electocardiography, Machine Learning Methods, Artificial Neural Networks, Data Processing, Health Informatics, Electronic Medical Record, Data Cleansing, Feature Engineering, Time Series Analysis and Forecasting, Predictive Modeling
Skills you'll gain: Tensorflow, Image Analysis, Keras (Neural Network Library), Applied Machine Learning, Google Cloud Platform, Deep Learning, Computer Vision, Machine Learning
Status: PreviewUniversity of Illinois Urbana-Champaign
Skills you'll gain: Teaching, Differentiated Instruction, Pedagogy, Literacy, Instructional Strategies, Learning Styles, Cultural Diversity, Learning Theory, Multimedia, Student-Centred Learning, Instructional and Curriculum Design, Curriculum Development, Writing
Status: PreviewThe Hong Kong University of Science and Technology
Skills you'll gain: Server Side, Restful API, Ajax, Node.JS, Full-Stack Web Development, Web Applications, Web Servers, Web Development, Model View Controller, Javascript, PHP (Scripting Language), Application Programming Interface (API), Authentications, JSON, Hypertext Markup Language (HTML), Software Architecture, Real Time Data
Status: Free TrialNew York University
Skills you'll gain: Reinforcement Learning, Market Dynamics, Risk Modeling, Financial Modeling, Technical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Physics, Probability & Statistics
Status: PreviewThe University of Edinburgh
Skills you'll gain: Discussion Facilitation, Environmental Issue, Sustainable Development, Research, Climate Change Adaptation, Community Organizing, Cultural Responsiveness, Sustainability Standards, Student Engagement, Environmental Policy, Climate Change Mitigation, Community Development, Advocacy, Creativity, Education and Training, International Relations, Social Justice
Status: PreviewGeorgia Institute of Technology
Skills you'll gain: Music, Multimedia, Design, Web Content Accessibility Guidelines, Usability Testing, Design Thinking, Human Centered Design, Data Mapping
Status: PreviewThe University of Edinburgh
Skills you'll gain: Sustainable Development, Cooperation, Discussion Facilitation, Collaboration, Research, Community Development, Creative Thinking, Community Outreach, Climate Change Adaptation, Student Engagement, Environmental Policy, Climate Change Mitigation, Education and Training
Status: Free TrialMacquarie University
Skills you'll gain: Video Production, Infographics, Multimedia, Peer Review, Content Creation, Constructive Feedback, Design Thinking, Media Production, Design, Storytelling, Scripting
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Instructional Strategies, Teaching, Education Software and Technology, Mathematics Education, Pedagogy, Simulations, Simulation and Simulation Software, Curriculum Planning, Student Engagement, Web Content Accessibility Guidelines, User Feedback, Experimentation, Research, Peer Review, Design Strategies, Scientific Visualization, Design, Physics, Biology, Chemistry
Status: PreviewUniversity of Illinois Urbana-Champaign
Skills you'll gain: Education Software and Technology, Differentiated Instruction, Diversity Awareness, Cultural Diversity, Cultural Responsiveness, Blended Learning, Special Education, Human Learning, Teaching, Pedagogy, Individualized Education Programs (IEP), Higher Education, Student-Centred Learning, Instructional Strategies, Social Justice, Socioeconomics
Status: Free TrialCase Western Reserve University
Skills you'll gain: Coaching, Empathy, Leadership Development, People Development, Active Listening, Emotional Intelligence, Organizational Leadership, Self-Awareness, Organizational Change, Leadership, Change Management, Neurology, Self-Motivation, Stress Management, Goal Setting, Physiology
In summary, here are 10 of our most popular applied machine learning courses
- Deep learning in Electronic Health Records - CDSS 2:Â University of Glasgow
- Classify Images of Cats and Dogs using Transfer Learning:Â Google Cloud
- Literacy Teaching and Learning: Aims, Approaches and Pedagogies:Â University of Illinois Urbana-Champaign
- Learning Server-side Programming through Game Development:Â The Hong Kong University of Science and Technology
- Overview of Advanced Methods of Reinforcement Learning in Finance:Â New York University
- Learning for a Sustainable Future: Live at COP28:Â The University of Edinburgh
- Sound and Sonification Design for Interactive Learning Tools:Â Georgia Institute of Technology
- Learning for a Sustainable Future: Live at COP29:Â The University of Edinburgh
- Create video, audio and infographics for online learning :Â Macquarie University
- Active Learning in STEM with PhET Interactive Simulations:Â University of Colorado Boulder
