Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

University of Maryland, College Park
Skills you'll gain: Android (Operating System), Android Development, Mobile Development, Data Management, User Interface (UI), Human Computer Interaction, Event-Driven Programming, Network Model, Geographic Information Systems, Interactive Design, Geospatial Information and Technology, Data Storage, Animations, Computer Programming, Computer Graphics
★ 4.7 (172) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Instagram, Email Marketing, Email Automation, Lead Generation, Marketing Automation, Make.com, Digital Marketing Tools, Google Sheets, Social Media, Gmail
Beginner · Guided Project · Less Than 2 Hours

Vanderbilt University
Skills you'll gain: Large Language Modeling, Responsible AI, LLM Application, Decision Making, Team Management, AI literacy, Resource Allocation, Generative AI, Qualitative Research, Communication Strategies, Analysis, Communication, Project Management, Data-Driven Decision-Making, Data Visualization
★ 2.8 (8) · Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Predictive Modeling, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Clinical Documentation, AI Workflows, Responsible AI, Agentic Workflows, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Practice Management Software, Data Governance, Clinical Informatics, AI Integrations, Clinical Research, Regulatory Compliance, Data Validation, Health Informatics, Medical Science and Research, Artificial Intelligence, Clinical Trials, Agentic systems, Automation, Continuous Monitoring, Decision Support Systems
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Cleansing, Pandas (Python Package), Financial Data, Data Wrangling, Data Transformation, Data Preprocessing, Data Quality, Data Structures, Financial Forecasting, Technical Communication, Data Validation, Jupyter, Data Integrity, Exploratory Data Analysis, Data Import/Export, Descriptive Statistics, Project Documentation
Intermediate · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Microsoft 365, Layout Design, Digital Publishing, Proofreading, Graphic Design, Content Management, Editing, Graphics Software, Content Creation, Graphic and Visual Design Software, Productivity Software, Data Sharing, Design, Typography, Multimedia, Marketing
Mixed · Course · 1 - 3 Months

Skills you'll gain: Motion Graphics, UI/UX Strategy, Animations, User Interface and User Experience (UI/UX) Design, Usability, User Experience, Interaction Design, User Experience Design, User Interface (UI), User Interface (UI) Design, Prototyping, Cascading Style Sheets (CSS), User Flows, Creative Design, Web Content Accessibility Guidelines, Style Guides
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Microsoft Copilot, Microsoft Outlook, Microsoft Teams, Microsoft 365, Email Automation, Collaborative Software, Productivity Software, Calendar Management, Meeting Facilitation, Project Coordination, Setting Appointments, Proposal Writing, Microsoft Word, Business Writing, Business Correspondence, Proposal Development
★ 4.7 (7) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Devops Tools, Cloud-Native Computing, Enterprise Application Management, System Monitoring, Application Performance Management, DevOps, CI/CD, Cloud Management, Data Governance, Transaction Processing, Continuous Deployment, Continuous Integration, Continuous Monitoring, Application Deployment, Multi-Cloud, Hybrid Cloud Computing, Role-Based Access Control (RBAC), Dependency Analysis, Real Time Data, Software Visualization
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Amazon Bedrock, Prompt Engineering Tools, Generative Model Architectures, Model Evaluation, Machine Learning Methods, Large Language Modeling, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Model Training, AI Integrations
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Kubernetes, Google Gemini, Google Cloud Platform, Application Deployment, Cloud Deployment, Cloud-Native Computing, Cloud Infrastructure, Generative AI Agents, Prompt Engineering, Managed Services, Unix Shell
Beginner · Course · 1 - 4 Weeks