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.

Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Model Training, Data Preprocessing, Deep Learning, Artificial Neural Networks, Model Optimization, Cloud Deployment, Data Pipelines, Data Processing, Applied Machine Learning, Data Transformation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Correlation Analysis, Regression Analysis, Statistical Hypothesis Testing, Statistical Methods, Time Series Analysis and Forecasting, Financial Modeling, Model Evaluation, Statistical Modeling, Statistical Analysis, Financial Forecasting, Financial Analysis, Trend Analysis, Financial Data, Quantitative Research, Finance, Forecasting, Analysis, Risk Analysis, Research, Decision Making
Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, AI powered creativity, Generative AI, AI literacy, Artificial Intelligence, Model Optimization, AI Workflows, Machine Learning Methods, Machine Learning
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Financial Statement Analysis, Financial Statements, Capital Budgeting, Cost Estimation, Environmental Social And Corporate Governance (ESG), Financial Analysis, Portfolio Risk, Sustainability Reporting, Risk Mitigation, Risk Analysis, Project Risk Management, Risk Management, Budgeting, Cost Management, Income Statement, Risk Modeling, Financial Modeling, Estimation, Portfolio Management, Project Finance
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Scrimba
Skills you'll gain: Prompt Engineering, Anthropic Claude, Prompt Patterns, Responsible AI, OpenAI API, AI Integrations, Cloud Deployment, Cloud Applications, Cloud Development, LLM Application, OpenAI, HTML and CSS, Cloud API, Hypertext Markup Language (HTML), ChatGPT, Application Deployment, Mobile Development, API Gateway, Debugging, Artificial Intelligence
Intermediate · Specialization · 3 - 6 Months
McMaster University
Skills you'll gain: Finance, Financial Market, General Finance, Peer Review, Financial Systems, International Finance, Business Mathematics, Financial Management, Market Dynamics, Financial Analysis, Financial Planning, Economics, Cash Flows, Economic Development, Decision Making
Mixed · Course · 1 - 4 Weeks
Skills you'll gain: Program Development, Programming Principles, Scripting Languages, Scripting, Python Programming, Computer Programming, Computational Thinking, Data Structures, Data Store, Integrated Development Environments, Debugging, Computer Programming Tools, Development Environment
Beginner · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Prompt Engineering, Responsible AI, AI literacy, AI powered creativity, Anthropic Claude, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, OpenAI, LLM Application, Emerging Technologies, Deep Learning, Machine Learning
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Electrical Engineering, Numerical Analysis, Linear Algebra, Physics, Angular, Applied Mathematics, Advanced Mathematics, Mathematical Modeling, Mechanics, Calculus, Differential Equations, Engineering Analysis, Physical Science
Build toward a degree
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Video Editing, TikTok, Storytelling, Timelines, Visual Storytelling, Content Creation, Multimedia, Post-Production, Animations, Video Production, Color Matching, Editing, Typography
Beginner · Course · 1 - 4 Weeks

Multiple educators
Skills you'll gain: Oral Expression, Spanish Language, Business Communication, Business Correspondence, Telephone Skills, Strategic Leadership, Strategic Decision-Making, Communication, Discussion Facilitation, Verbal Communication Skills, Outbound Calls, Inbound Calls, Communication Strategies, Writing, Oral Comprehension, Active Listening, Grammar, Vocabulary
Intermediate · Specialization · 3 - 6 Months
STARWEAVER
Skills you'll gain: Business Process Automation, Automation, Workflow Management, Business Process, Business Workflow Analysis, Digital Transformation, Process Optimization, Business Operations, IT Automation, Business Transformation, Business Software, Process Mapping, Business Technologies, Process Improvement and Optimization, Operational Efficiency, Compliance Management, Program Implementation
Beginner · Course · 1 - 4 Weeks