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 TrialSkills you'll gain: Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Python Programming, Classification Algorithms, Data Preprocessing, Model Evaluation
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: 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, Model View Controller, Javascript, JavaScript Frameworks, PHP (Scripting Language), Authentications, JSON, Hypertext Markup Language (HTML), Software Architecture, Application Development, Real Time Data, Data Storage
Status: Free TrialMacquarie University
Skills you'll gain: Video Production, Infographics, Course Development, Developing Training Materials, Multimedia, Podcasting, Content Creation, Constructive Feedback, Design Reviews, Storyboarding, Education Software and Technology, Design, Design Elements And Principles, Digital pedagogy, Storytelling
Status: Free TrialCase Western Reserve University
Skills you'll gain: Coaching, Empathy, Compassion, Leadership Development, Culture Transformation, People Development, Active Listening, Emotional Intelligence, Organizational Leadership, Self-Awareness, Personal Development, Leadership, Relationship Building, Change Management, Neurology, Stress Management, Physiology
Status: NewStatus: PreviewSkills you'll gain: Plot (Graphics), Data Visualization Software, R Programming, Scatter Plots, Regression Analysis, Statistical Modeling, Predictive Modeling, Artificial Neural Networks, Data Science, Deep Learning, Model Evaluation, Descriptive Statistics, Predictive Analytics, Statistical Methods, Data Manipulation, Data Preprocessing, Performance Testing
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, Pedagogy, Higher Education, Student-Centred Learning, Instructional Strategies, Social Justice
Status: PreviewGeorgia Institute of Technology
Skills you'll gain: Music, Multimedia, Design, Web Content Accessibility Guidelines, Usability Testing, Design Thinking, User Experience Design, Human Centered Design
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 TrialNew York University
Skills you'll gain: Reinforcement Learning, Financial Trading, Financial Market, Derivatives, Market Liquidity, Finance, Market Dynamics, Risking, Financial Modeling, Market Data, Credit Risk, Machine Learning
Status: FreeSkills you'll gain: Application Programming Interface (API), Microsoft Azure, Cloud API, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), User Accounts, Image Analysis, Artificial Intelligence, Cloud Computing, Software Development
Skills you'll gain: Education Software and Technology, Digital pedagogy, Real Time Data, Google Workspace
In summary, here are 10 of our most popular applied machine learning courses
- Natural Language Processing - Deep Learning Models in Python:Â Packt
- Learning for a Sustainable Future: Live at COP28:Â The University of Edinburgh
- Learning Server-side Programming through Game Development:Â The Hong Kong University of Science and Technology
- Create video, audio and infographics for online learning :Â Macquarie University
- Conversations That Inspire: Coaching Learning, Leadership and Change:Â Case Western Reserve University
- Deep Learning with R: Build & Predict Neural Networks:Â EDUCBA
- Negotiating Learner Differences: Towards Productive Diversity in Learning:Â University of Illinois Urbana-Champaign
- 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
- Overview of Advanced Methods of Reinforcement Learning in Finance:Â New York University
