Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

Skills you'll gain: Dashboard, Dashboard Creation, Data Warehousing, Data Presentation, Relational Databases, Database Development, Data Access, Database Management, SQL, Query Languages, Data Management, Data Analysis, Data Analysis Software, Cloud Computing, Benchmarking, Market Share
Beginner · Guided Project · Less Than 2 Hours
Vanderbilt University
Skills you'll gain: AI Enablement, AI Product Strategy, Agentic Workflows, AI powered creativity, Agentic systems, Workforce Management, Scalability, Workforce Planning, Solution Design, Automation, Prompt Engineering, Decision Making
Beginner · Course · 1 - 3 Months
Skills you'll gain: Responsible AI, Data Ethics, Medical Privacy, Clinical Documentation, Generative AI, Generative AI Agents, Clinical Informatics, Patient-centered Care, Health Insurance Portability And Accountability Act (HIPAA) Compliance, AI Workflows, AI Personalization, Regulatory Compliance, Patient Flow, Healthcare Industry Knowledge, Personally Identifiable Information, AI Integrations, Healthcare Ethics, Health Technology, Health Care Procedure and Regulation, Innovation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Azure, Cloud Services, Cloud Platforms, Cloud Computing, Cloud Deployment, Cloud Storage, Cloud Security, Computing Platforms, Cloud Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Text Mining, Unstructured Data, Data Analysis, Natural Language Processing, Pandas (Python Package), Data Manipulation, Data Preprocessing, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Ansible, IT Automation, Devops Tools, Linux Commands, Automation, Debugging, YAML, Scripting, Command-Line Interface, Encryption, Amazon Web Services, Code Reusability, Package and Software Management, Software Installation, Configuration Management, File Management
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Data-Driven Marketing, Resource Allocation, Customer Insights, Target Market, Customer Relationship Management, Customer Engagement, Analytical Skills, Target Audience, Statistical Modeling, Analysis, Estimation
Beginner · Course · 1 - 4 Weeks

The Open University
Skills you'll gain: Sustainable Business, Sustainable Development, Corporate Sustainability, Innovation, Stakeholder Engagement, Stakeholder Management, Environmental Issue, Social Impact, Business Architecture, Complex Problem Solving
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Project Finance, Working Capital, Financial Modeling, Construction Management, Financial Analysis, Financial Statement Analysis, Cash Flows, Business Valuation, Cash Management, Cash Flow Forecasting, Financial Statements, Finance, Financial Forecasting, Case Studies, Capital Budgeting, Capital Expenditure, Analysis, Project Schedules, Operating Expense, Decision Making
Mixed · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Program Management, Risk Management, Stakeholder Engagement, Project Management Institute (PMI) Methodology, Stakeholder Analysis, Generative AI, Strategic Decision-Making, Decision Intelligence, Stakeholder Management, AI Integrations, Governance, Benefits Administration
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Kubernetes, Cloud Deployment, Cloud Infrastructure, AI Workflows, Cloud Computing Architecture, Application Deployment, Cloud Services
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Google Analytics, Campaign Management, Generative AI, Responsible AI, Customer Analysis, Marketing Automation, Performance Analysis, Customer Insights, Data Ethics, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks