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
The Hong Kong University of Science and Technology
Skills you'll gain: Quantum computing, Physics, Chemistry, Experimentation, Informatics, Linear Algebra, Physical Science, Theoretical Computer Science, Differential Equations, Mathematical Modeling
University of Illinois Urbana-Champaign
Skills you'll gain: Child Health, Maternal Health, Postpartum Care, Anatomy, Endocrinology, Infant Care, Cell Biology, Immunology, Physiology, Biochemistry, Biology, Production Process, Microbiology, Infectious Diseases, Infection Control
Skills you'll gain: Dashboard Creation, Dashboard, Kibana, System Monitoring, Automation, IT Automation, Scripting, Interactive Data Visualization, Programming Principles, Data Visualization, Python Programming, Data Visualization Software, System Programming, Data Structures, Data-oriented programming, Interactive Learning, Environment
University of California, Irvine
Skills you'll gain: Objective-C (Programming Language), iOS Development, Apple iOS, Memory Management, Prototyping, Mobile Development, C and C++, Application Development, C (Programming Language), Object Oriented Programming (OOP), Computer Programming, Programming Principles, Data Structures
Duke University
Skills you'll gain: Compassion, Habit Formation, Ethical Standards And Conduct, Optimism, Resilience, Empathy, Social Justice, Self-Awareness
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Development Environment, OpenAI API, AI Integrations, Large Language Modeling, LLM Application, Generative AI, Databases, OpenAI, Artificial Intelligence, Virtual Environment, System Configuration
University of Colorado Boulder
Skills you'll gain: Physics, Physical Science, Materials science, Chemistry, Advanced Mathematics, Mathematical Modeling, Applied Mathematics
Skills you'll gain: Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Jupyter, LLM Application, AI Integrations, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Analysis
Skills you'll gain: Computer Vision, Applied Machine Learning, Digital Signal Processing
University of Maryland, College Park
Skills you'll gain: Proposal Development, Business Modeling, Innovation, Entrepreneurship, Customer Analysis, Entrepreneurial Finance, Proposal Writing, Business Valuation, Financial Modeling, Market Opportunities, New Business Development, Business Strategies, Financial Reporting, Internal Auditing, Corporate Finance, New Product Development, Financial Statements, Corporate Strategy, Business Planning, Finance
Tableau Learning Partner
Skills you'll gain: Data Storytelling, Ad Hoc Reporting, Data Presentation, Dashboard, Dashboard Creation, Interactive Data Visualization, Storytelling, Tableau Software, Data Visualization Software, Data Analysis, Business Intelligence, Presentations, Stakeholder Engagement
Fred Hutchinson Cancer Center
Skills you'll gain: Collaborative Software, GitHub, Technical Writing, Technical Support, Version Control, Document Management, Technical Documentation, Typography
In summary, here are 10 of our most popular applied machine learning courses
- Understanding Modern Physics II: Quantum Mechanics and Atoms:Â The Hong Kong University of Science and Technology
- Lactation Biology:Â University of Illinois Urbana-Champaign
- Master Kibana Monitoring & Python Integration:Â EDUCBA
- Foundations of Objective-C App Development:Â University of California, Irvine
- Christian Virtues for Spiritual Growth:Â Duke University
- Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases:Â Scrimba
- The Physics of Emergence: Introduction to Condensed Matter:Â University of Colorado Boulder
- AI Technologies in Healthcare:Â SkillUp
- AI Applications: Computer Vision and Speech Recognition:Â Edureka
- Corporate Entrepreneurship: Innovating within Corporations:Â University of Maryland, College Park
