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.

John Wiley & Sons
Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), Generative Model Architectures, Large Language Modeling, Financial Trading, Applied Machine Learning, Financial Market, Asset Management, Machine Learning Methods, Autoencoders, LLM Application, Machine Learning, Model Optimization, Deep Learning, Dimensionality Reduction, AI Workflows, Artificial Intelligence, Unsupervised Learning, Financial Analysis, Risk Management
Intermediate · Course · 1 - 3 Months

The Linux Foundation
Skills you'll gain: Bash (Scripting Language), File Systems, Package and Software Management, Linux, Command-Line Interface, Unix Commands, Linux Commands, Shell Script, grep, Linux Administration, Unix Shell, Scripting, Software Development Tools, File Management, Build Tools, Unix, Scripting Languages, Program Development, System Programming, Operating Systems
Beginner · Course · 1 - 4 Weeks
University of Alberta
Skills you'll gain: Sprint Planning, Risk Management Framework, Agile Software Development, User Story, Backlogs, Agile Methodology, User Requirements Documents, Scrum (Software Development), Agile Project Management, Requirements Analysis, Software Development, Risking, Dependency Analysis
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Business Analytics, Risk Analysis, Data-Driven Decision-Making, Operations Research, Strategic Decision-Making, Decision Making, Analytics, Decision Intelligence, Predictive Analytics, Simulation and Simulation Software, Risk Modeling, Business Modeling, Data Analysis, Process Optimization, Market Analysis, Unsupervised Learning, Model Optimization, Microsoft Excel, Data Mining, Spreadsheet Software
Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Maintenance, Repair, and Facility Services, General Construction and Construction Labor, Product Lifecycle Management, Construction Engineering, Construction, Construction Management, Digital Analysis, Machine Controls, Plant Operations and Management, Facility Repair And Maintenance, Automation Engineering, Digital Transformation, Continuous Monitoring
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: International Financial Reporting Standards, Financial Reporting, Fixed Asset, Depreciation, Technical Accounting, Financial Accounting, Compliance Reporting, Accounting, Income Statement
Mixed · Course · 1 - 4 Weeks

SkillsBooster Academy
Skills you'll gain: Project Closure, Project Management, Stakeholder Communications, Stakeholder Engagement, Team Leadership, Project Schedules, Team Building, Work Breakdown Structure, Stakeholder Management, Project Coordination, Project Planning, Team Management, Project Risk Management, Agile Project Management, Project Management Software, Leadership, Risk Management, Business Risk Management, Communication, Decision Making
Beginner · Course · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Generative AI Agents, AI Enablement, AI Orchestration, AI Workflows, Agentic Workflows, Dashboard, Dashboard Creation, Claude Code, Decision Intelligence, AI Product Strategy, Anthropic Claude, AI Personalization, Agentic systems, Generative AI, ChatGPT, Prompt Engineering, Multimodal Prompts, AI Integrations, Prompt Engineering Tools, Prompt Patterns
Beginner · Course · 1 - 4 Weeks

University of Miami
Skills you'll gain: Materials science, Manufacturing Processes, Engineering, Biomedical Engineering, Chemical Engineering, Biomedical Technology, Biological Engineering, Biotechnology
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Spreadsheet Software, Forecasting, Data Presentation, Dashboard Creation, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Predictive Modeling, Workflow Management, Statistical Analysis, Data Transformation, Data Analysis
Beginner · Professional Certificate · 3 - 6 Months

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

Northeastern University
Skills you'll gain: Feature Engineering, Exploratory Data Analysis, AI Enablement, Artificial Intelligence, AI literacy, Data Literacy, Responsible AI, Data Analysis, Descriptive Statistics, Technology Strategies, Business Strategy, Machine Learning, AI Integrations, Unstructured Data, Predictive Modeling
Beginner · Course · 1 - 4 Weeks