Linear Algebra for Machine Learning courses can help you learn matrix operations, vector spaces, eigenvalues, and linear transformations. You can build skills in solving systems of equations, dimensionality reduction, and understanding data representations. Many courses introduce tools like NumPy and MATLAB, that support implementing algorithms and performing computations efficiently in AI and machine learning projects.
University of Michigan
Skills you'll gain: Logistic Regression, Model Evaluation, Statistical Inference, Predictive Analytics, R Programming, Predictive Modeling, Probability & Statistics, Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistical Hypothesis Testing, Data Analysis, Epidemiology, Descriptive Statistics
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Retrieval-Augmented Generation, Generative AI, Generative AI Agents, Microsoft Copilot, Generative Model Architectures, Microsoft Azure, OpenAI API, Fine-tuning, Model Optimization, Prompt Engineering, AI Security, OpenAI, Model Training, Large Language Modeling, Model Deployment, Microsoft Power Platform, LLM Application, AI Integrations
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Customer Service, Customer Relationship Building, Continuous Improvement Process, Customer Inquiries, Process Improvement, Client Services, Quality Improvement, Performance Metric, Service Improvement, Customer Support, Customer experience improvement, Technical Support and Services, Customer Complaint Resolution, Performance Measurement, Client Support, Technical Support, Performance Analysis, Customer Retention, Key Performance Indicators (KPIs), Relationship Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Agentic Workflows, Agentic systems, Contract Compliance, Organizational Change, Legal Technology, Change Management, Contract Review, Regulatory Compliance, AI Workflows, AI Integrations, AI Enablement, Law, Regulation, and Compliance, Compliance Management, Generative AI Agents, Regulatory Requirements, Scalability, Artificial Intelligence, Process Design, Risk Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft PowerPoint, Microsoft Teams, Presentations, Microsoft Outlook, Email Automation, AI powered creativity, Collaborative Software, Productivity Software, Microsoft Excel, Microsoft Word, Workflow Management, Writing, Editing, AI Integrations
Beginner · Course · 1 - 3 Months

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, AI Enablement, Workflow Management, Strategic Leadership, Organizational Effectiveness, Productivity, AI Personalization, AI literacy, Strategic Decision-Making, Business Communication, Business, Business Strategy, Generative AI, Google Gemini, AI Integrations, Business Analysis, Decision Making, ChatGPT, Competitive Analysis, Market Research
Beginner · Course · 1 - 3 Months

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
Mixed · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Entrepreneurial Finance, Business Valuation, Proposal Writing, Financial Reporting, Proposal Development, Corporate Finance, Financial Statements, Corporate Accounting, Project Finance, Business Metrics, Return On Investment, Financial Management, Capital Budgeting, Financial Analysis, Entrepreneurship, Sales Presentations, Cash Flows, Presentations, Innovation
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

Board Infinity
Skills you'll gain: Financial Statement Analysis, Working Capital, Financial Statements, International Finance, Capital Budgeting, Financial Analysis, Corporate Finance, Environmental Social And Corporate Governance (ESG), Financial Modeling, Ethical Standards And Conduct, Portfolio Management, Business Ethics, Portfolio Risk, Economics, Decision Making, Regression Analysis, Financial Policy, Business Economics, Quantitative Research, Investment Management
Beginner · Specialization · 3 - 6 Months

LearnKartS
Skills you'll gain: Serverless Computing, Containerization, Amazon Web Services, Data Migration, Amazon DynamoDB, Docker (Software), Data Import/Export, Databases, Kubernetes, AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Database Management, Performance Tuning, Security Controls, Cloud Security, Application Programming Interface (API), Data Security, Scalability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Diagram Design, Brainstorming, Account Management, Strategic Thinking, Team Building
Beginner · Guided Project · Less Than 2 Hours