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.

Indian Institute for Human Settlements
Skills you'll gain: Childhood Education and Development, Social Justice, Child Development, Community Development, Working With Children, Education and Training, Diversity Awareness, Community Outreach, Cultural Responsiveness, Socioeconomics, Higher Education, Pedagogy, Sustainable Development, Cultural Diversity, Social Impact, Teaching, Student-Centred Learning, Curriculum Development, Diversity Equity and Inclusion Initiatives, Critical Thinking
Intermediate · Course · 1 - 3 Months

Edureka
Skills you'll gain: Responsible AI, Governance, AI Security, Data Governance, Data Ethics, Generative AI, Decision Intelligence, Compliance Auditing, Auditing, Regulatory Compliance, AI Integrations, Risk Management, Accountability Frameworks, Accountability, Risk Analysis, Model Evaluation, Model Deployment, Decision Making, Python Programming, Pandas (Python Package)
Beginner · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Financial Statements, Accounting, Bookkeeping, Financial Statement Analysis, Financial Accounting, Income Statement, Ledgers (Accounting), Accruals, General Accounting, Accrual Accounting, Accounting Records, Financial Reporting, Cash Flows, Balance Sheet, Equities
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Social Impact, Responsible AI, Machine Learning Algorithms, Case Studies, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Artificial Intelligence, Reinforcement Learning, Decision Intelligence, Data Ethics, AI literacy, Applied Machine Learning, Machine Learning, Model Deployment
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Excel Macros, Programming Principles, Visual Basic (Programming Language), Program Development, Data Import/Export, Object Oriented Programming (OOP), Microsoft Excel, Problem Solving, Computer Programming, Solution Design, Simulations, Debugging, Code Review, Data Cleansing, Code Reusability, Spreadsheet Software, UI Components, Automation, Data Management, User Interface (UI)
Beginner · Specialization · 3 - 6 Months

AI CERTs
Skills you'll gain: Clinical Informatics, Clinical Practices, AI Enablement, Health Care Procedure and Regulation, Healthcare Industry Knowledge, Health Care, Artificial Intelligence, Data-Driven Decision-Making, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Health Administration, Generative AI Agents, Predictive Analytics
Intermediate · Course · 1 - 3 Months

Fractal Analytics
Skills you'll gain: Generative AI, Generative AI Agents, Retrieval-Augmented Generation, Enterprise Architecture, Metadata Management, Data Science, Machine Learning
Intermediate · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Organizational Skills, Research, Writing, Report Writing, Research Reports, Research Methodologies, Critical Thinking, Writing and Editing, Planning, Grammar, Persuasive Communication, Style Guides, Descriptive Statistics
Mixed · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Microsoft Copilot, Forecasting, Sales Enablement, Revenue Forecasting, Prompt Engineering, Sales Strategy, Customer Analysis, Data Cleansing, Sales Development, Sales, Sales Operations, Sales Management, Responsible AI, General Sales Practices, Sales Process, Sales Support, Sales Presentations, Customer Relationship Management (CRM) Software, Sales Pipelines, Data Ethics
Beginner · Specialization · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Mammography, Model Evaluation, Model Training, Artificial Intelligence, Bayesian Network, Image Analysis, AI Product Strategy, Machine Learning Methods, Oncology, Artificial Neural Networks, Medical Imaging, Machine Learning, Applied Machine Learning, Deep Learning, Epidemiology
Intermediate · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Vibe coding, No-Code Development, Full-Stack Web Development, AI Workflows, Debugging, Application Programming Interface (API), Application Design, Front-End Web Development, Back-End Web Development
Beginner · Course · 1 - 3 Months

Skills you'll gain: NumPy, Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Statistical Programming, Histogram, Statistical Analysis, Database Application, Database Software, Python Programming
Beginner · Specialization · 3 - 6 Months