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.

Politecnico di Milano
Skills you'll gain: Pedagogy, Teaching, Instructional Design, Instructional and Curriculum Design, Instructional Strategies, Student Engagement, Lesson Planning, Educational Materials, Innovation, Student-Centred Learning, Curriculum Planning, Learning Theory, Open Source Technology, Learning Strategies
★ 4.9 (887) · Beginner · Course · 1 - 3 Months

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Data Synthesis, Data Integration, Data Literacy, Data Storytelling, Analysis, Case Studies, Advanced Analytics, Analytical Skills, Strategic Decision-Making, Business Metrics, Forecasting, Media and Communications, Persuasive Communication, Technical Communication, Databases, Database Design, Innovation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), Model Optimization, Google Cloud Platform, Responsible AI, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), Model Optimization, Machine Learning Methods, Continuous Monitoring, AI Security, Responsible AI, Data Quality, Automation
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Virtual Machines, Web Servers, Servers, Google Cloud Platform, Virtualization and Virtual Machines, Cloud Deployment, Application Deployment, Cloud Infrastructure, Cloud Hosting, Virtualization, Infrastructure As A Service (IaaS), Cloud Services, Virtual Networking, Command-Line Interface, Cloud Computing, Operating Systems
★ 4.6 (30) · Beginner · Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Reinforcement Learning, Deep Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Computational Logic, Model Evaluation, Markov Model, Responsible AI, Machine Learning Algorithms, Decision Intelligence, AI Workflows, Model Optimization, Artificial Intelligence, Agentic systems, Machine Learning, Algorithms, Artificial Neural Networks, Statistical Machine Learning, Theoretical Computer Science, Applied Mathematics
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Learning Management Systems, Course Development, Content Management, Responsive Web Design, Content Development and Management, Multimedia, Education and Training, Information Architecture, Digital Publishing, Education Software and Technology, Interactive Learning, Training and Development, Digital Content, LESS, System Configuration, Interactive Design, UI Components, Interaction Design, Graphic and Visual Design, Design
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Model Optimization, Generative AI, Continuous Monitoring, Google Cloud Platform, Model Deployment, MLOps (Machine Learning Operations), Machine Learning Methods, Large Language Modeling, Responsible AI, Data Quality
Intermediate · Course · 1 - 4 Weeks

University of Alberta
Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Sampling (Statistics), Machine Learning Algorithms, Simulations, Machine Learning, Algorithms, Applied Machine Learning, Statistical Methods, Probability Distribution
★ 4.8 (1.3K) · Intermediate · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Data Mining, Education Software and Technology, Digital pedagogy, Program Evaluation, Learning Management Systems, Analytics, Data Ethics, AI Personalization, Data Access, Natural Language Processing
★ 4.6 (331) · Beginner · Course · 1 - 4 Weeks

Commonwealth Education Trust
Skills you'll gain: Student Engagement, Teaching, Education and Training, Pedagogy, Formal Learning, Human Learning, Working With Children, Child Development, Instructional Strategies, Childhood Education and Development, Learning Theory, Collaboration, Cultural Diversity, Substance Abuse
★ 4.7 (314) · Mixed · Course · 1 - 3 Months

Macquarie University
Skills you'll gain: Interactive Learning, Human Learning, Education and Training, Knowledge Transfer, Student-Centred Learning, Science and Research, Learning Styles, Pedagogy, Instructional Strategies, Learning Strategies, Teaching, School Psychology, Critical Thinking, Instructional Design, Educational Materials, Instructional and Curriculum Design, Curriculum Development, Curriculum Planning
Beginner · Course · 1 - 3 Months