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 Colorado Boulder
Skills you'll gain: Intercultural Competence, Mergers & Acquisitions, Risk Management, Risk Mitigation, Business Development, Market Analysis, Franchising, Risk Analysis, Target Market, Cultural Sensitivity, Market Opportunities, Business Strategy, Business Strategies, Decision Making
Beginner · Course · 1 - 3 Months

Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Generative AI, Generative Model Architectures, Jupyter, AI Personalization, Model Training, Sampling (Statistics), Artificial Neural Networks, Algorithms
Intermediate · Project · Less Than 2 Hours

Banco Interamericano de Desarrollo
Skills you'll gain: Feasibility Studies, Risk Management, Project Risk Management, Risk Analysis, Governance Risk Management and Compliance, Risk Mitigation, Governance, Disaster Recovery, Key Performance Indicators (KPIs), Financial Analysis, Cost Benefit Analysis, Investment Management, Prioritization, Climate Change Adaptation, Quantitative Research, Decision Making, Public Works, Public Policies
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Database Management, Database Administration, Database Management Systems, Databases, Database Application, Relational Databases, Database Architecture and Administration, Data Security, User Accounts, User Provisioning, SQL, Application Security, Security Controls, NoSQL, Role-Based Access Control (RBAC), Exploitation techniques, Encryption
Beginner · Course · 1 - 3 Months

University of California, Santa Cruz
Beginner · Course · 1 - 3 Months

Skills you'll gain: Penetration Testing, Exploit development, Exploitation techniques, Security Testing, Brute-force attacks, Vulnerability Assessments, Authentications, Wireless Networks, Network Security, Linux, Linux Commands, Analytical Skills, Encryption, Microsoft Windows, Data Persistence
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Video Editing, Timelines, Photo/Video Production and Technology, Post-Production, Videography, Video Production, Visual Storytelling, Editing, Productivity
Beginner · Course · 1 - 4 Weeks
University of Leeds
Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Engineering Management, Scope Management, Risk Management, Project Scoping, Stakeholder Analysis, Project Risk Management, Risk Management Framework, Project Management, Governance, Risk Mitigation, Risk Analysis, Governance Risk Management and Compliance
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Employee Engagement, Drive Engagement, Industrial and Organizational Psychology, Human Relations Movement, Organizational Development, Behavior Management, Organizational Effectiveness, Motivational Skills, Decision Making, Team Motivation, Strategic Decision-Making, Employee Performance Management, Behavioral Management, Workplace inclusivity, Psychology
Mixed · Course · 1 - 4 Weeks
Duke University
Skills you'll gain: Return On Investment, Accounts Receivable, Cash Flows, Accounts Payable and Receivable, Inventory Control, Financial Analysis, Cash Management, Accounts Payable, Working Capital, Business Metrics, Financial Acumen, Financial Data, Financial Statements, Performance Measurement, Capital Expenditure, Operational Efficiency, Strategic Decision-Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Financial Reporting, Financial Statement Analysis, Financial Statements, Financial Analysis, Business Reporting, Inventory Accounting, Contract Accounting, Income Statement, Balance Sheet, Revenue Recognition, Financial Accounting, Fixed Asset, Financial Data, Cash Flows, Asset Management, Accounts Receivable, Performance Reporting, Accounts Payable and Receivable, Analysis, Finance
Mixed · Course · 1 - 3 Months