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
Universidad Nacional Autónoma de México
Skills you'll gain: Program Development, Artificial Intelligence, Software Development, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Technical Writing
University of Illinois Urbana-Champaign
Skills you'll gain: Income Statement, Financial Statement Analysis, Financial Statements, Financial Analysis, Accounting, Cash Flows, Financial Reporting, Balance Sheet, Business Metrics
Skills you'll gain: Google Cloud Platform, Real Time Data, Data Pipelines, Dataflow, Model Deployment, Data Import/Export, Tensorflow, Data Governance, Big Data, Data Lakes, Dashboard, Data Warehousing, Data Migration, Apache Spark, Metadata Management, Extract, Transform, Load, Unstructured Data, Data Management, Applied Machine Learning, Data Preprocessing
Skills you'll gain: Music Theory, Musical Composition, Music, Instrumental Music, Music Performance, Creativity
Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Responsible AI, Data Ethics, Generative Adversarial Networks (GANs), Agentic systems, AI Security, Discussion Facilitation, Business Ethics, Embeddings, Regulatory Compliance, Case Studies, Data Synthesis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, SAS (Software), AI Workflows, Analytics, Machine Learning
University of Michigan
Skills you'll gain: Generative AI, Responsible AI, Data Ethics, AI Product Strategy, Artificial Intelligence, Social Impact, Governance, Data Security, Leadership and Management, Model Evaluation, Data Quality
Technical University of Denmark (DTU)
Skills you'll gain: Jupyter, Medical Imaging, 3D Modeling, Image Analysis, Engineering Analysis, Finite Element Methods, Numerical Analysis, Mathematical Modeling, Materials science, Simulation and Simulation Software, Digital Signal Processing, Python Programming, Applied Mathematics
University of California, Irvine
Skills you'll gain: Parent Communication, Student Engagement, Student Support and Services, Teaching, Instructional Strategies, Community Development, Instructional Design, Classroom Management, K-12 pedagogy, Rapport Building, Differentiated Instruction, Digital pedagogy, Blended Learning, Interactive Learning, Curriculum Development, Interpersonal Communications
University of Colorado Boulder
Skills you'll gain: Oral Expression, Human Learning, Education Software and Technology, Technical Communication, Education and Training, Writing, Community Outreach, Learning Theory, Research, Technical Writing, Learning Management Systems, Scientific Methods, Media and Communications, Science and Research, Persuasive Communication, Program Evaluation, Interviewing Skills, Photography, Infographics, Storytelling
Skills you'll gain: Jest (JavaScript Testing Framework), Mobile Development, Web Development Tools, Unit Testing, Programming Principles, Javascript, React Native, JSON, Computer Programming, Node.JS, Object Oriented Programming (OOP), Software Testing, Functional Design
Politecnico di Milano
Skills you'll gain: Water Quality, Water Sustainability, Water Resource Management, Sustainable Development, Environmental Engineering, Hydrology, Environmental Monitoring, Civil Engineering, Sustainable Design, Human Centered Design, Risk Analysis, Continuous Monitoring, Internet Of Things, Machine Learning
Universitat Pompeu Fabra of Barcelona
Skills you'll gain: Digital Signal Processing, Music, Music Theory, Open Source Technology, Python Programming, Time Series Analysis and Forecasting, NumPy, Mathematical Modeling
In summary, here are 10 of our most popular applied machine learning courses
- Inteligencia artificial: proyecto final: Universidad Nacional Autónoma de México
- Understanding Financial Statements: Company Performance:Â University of Illinois Urbana-Champaign
- Data Engineer, Big Data and ML on Google Cloud em Português: Google Cloud
- Guitar Scales and Chord Progressions:Â Berklee
- AI Literacy: Responsible, Trustworthy, Effective:Â SAS
- Generative AI: Fundamentals, Applications, and Challenges:Â University of Michigan
- Introduction to advanced tomography:Â Technical University of Denmark (DTU)
- Advanced Instructional Strategies in the Virtual Classroom:Â University of California, Irvine
- Designing Effective Science Communication:Â University of Colorado Boulder
- Mobile Development and JavaScript:Â Meta
