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.

Skills you'll gain: Model Evaluation, Model Training, Classification And Regression Tree (CART), Decision Tree Learning, Data Preprocessing, R (Software), Statistical Modeling, R Programming, Supervised Learning, Machine Learning
Beginner · Guided Project · Less Than 2 Hours

University of Geneva
Skills you'll gain: Physics, Engineering, Scientific, and Technical Instruments, electromagnetics, Physical Science, Laboratory Equipment, Experimentation, Applied Mathematics
Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Health Informatics, Azure Active Directory, Medical Privacy, Cloud Security, Health Care, Identity and Access Management, Real Time Data, Data Infrastructure, Model Training, Patient Education and Support, AI Security, Microsoft Azure, Clinical Data Management, Clinical Monitoring, Health Technology, Image Analysis, Data Visualization Software, Patient Communication, Generative AI, AI Integrations
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Video Editing, Animations, Timelines, Motion Graphics, Post-Production, Videography, Video Production, Photo/Video Production and Technology, System Configuration, Editing, Data Import/Export, Color Matching, File Management, Performance Tuning
Mixed · Course · 1 - 3 Months

Skills you'll gain: Azure Active Directory, Authentications, Microsoft Azure, Authorization (Computing), Network Security, Virtual Private Networks (VPN), Identity and Access Management, Firewall, Active Directory, Cloud Management, Cloud Security, Network Engineering, User Provisioning, Network Administration, Infrastructure Security, Security Management, Role-Based Access Control (RBAC), Security Controls, Virtual Networking, Kubernetes
Intermediate · Specialization · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Corporate Communications, Storytelling, Internal Communications, Social Media, Employee Engagement, Telecommuting, Public Relations, Business Communication, Communication Strategies, Communication
Beginner · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Internet Of Things, Embedded Software, Embedded Systems, Digital Signal Processing, Peripheral Devices, Computer Hardware, Wireless Networks, Display Devices, Communication Systems, Systems Development, Application Development
Mixed · Course · 1 - 3 Months

Pragmatic AI Labs
Skills you'll gain: Prompt Engineering, MLOps (Machine Learning Operations), Data Pipelines, Databricks, Generative AI, Data Lakes, Generative AI Agents, Data Governance, Data Architecture, AI Enablement, Data Modeling, Data Management, Data Processing, Data Strategy, Data Quality, Scala Programming, SQL, Python Programming, Data Visualization, Data Literacy
Beginner · Specialization · 3 - 6 Months

Pragmatic AI Labs
Skills you'll gain: Hugging Face, Model Deployment, Transfer Learning, Model Training, Fine-tuning, Large Language Modeling, Image Analysis, Applied Machine Learning, Natural Language Processing, Data Processing, Model Evaluation
Intermediate · Course · 1 - 3 Months

University of Leeds
Skills you'll gain: Responsible AI, Artificial Intelligence, Data Ethics, AI literacy, digital literacy, Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Collaborative Software, Google Docs, Microsoft Word, Microsoft Office, Document Management, Productivity Software, Office Administration, Editing, Writing and Editing, Writing, Cloud Applications
Beginner · Course · 1 - 4 Weeks
University of Virginia
Skills you'll gain: Design Thinking, Human Centered Design, Innovation, Creative Problem-Solving, Ideation, Creative Thinking, Thought Leadership, Personal Attributes, Curiosity, Strategic Thinking, Cognitive flexibility, Overcoming Obstacles, Creativity, Collaboration, Empathy, Adaptability
Beginner · Course · 1 - 4 Weeks