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.

AI CERTs
Skills you'll gain: AI powered creativity, Agentic Workflows, AI Workflows, Visual Storytelling
Beginner · Course · 1 - 3 Months

Edureka
Skills you'll gain: Cloud-Native Computing, Cloud Development, Prometheus (Software), Grafana, Program Development, Software Architecture
Beginner · Course · 1 - 3 Months

Ball State University
Skills you'll gain: Statistical Methods, Probability & Statistics, Probability, Statistical Modeling, Statistical Programming, Statistical Analysis, Probability Distribution, Statistical Inference, Bayesian Statistics, Data Science, Sampling (Statistics), Statistical Hypothesis Testing, R Programming, Dimensionality Reduction, R (Software), Simulations, Statistical Visualization
Build toward a degree
Intermediate · Course · 1 - 3 Months

Banco Interamericano de Desarrollo
Skills you'll gain: Data Visualization, Data Literacy, Data Ethics, Data Presentation, Policy Development, Data-Driven Decision-Making, Data Analysis, Data Collection, Public Policies, Data Management, Policy Analysis, Data Quality, Program Evaluation, Research, Statistical Methods, Research Methodologies, Statistical Analysis, Research Design
Beginner · Course · 1 - 3 Months

Skills you'll gain: Product Management, Market Share, Go To Market Strategy, Design and Product, Product Planning, User Experience, Market Analysis, Revenue Management, Product Lifecycle Management, UI/UX Strategy, Product Roadmaps, Market Opportunities, Product Design, Product Strategy, Sprint Retrospectives, User Interface and User Experience (UI/UX) Design, Web Analytics, Marketing Analytics, Product Testing, Stakeholder Management
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Stakeholder Communications, Stakeholder Management, Stakeholder Engagement, Executive Presence, Professional Development, Leadership and Management, Business Leadership, Technical Management, Enterprise Architecture, Solution Architecture, Personal Development, Business Communication, Strategic Thinking, Generative AI, Communication, Risk Management, Cloud Computing, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, LLM Application, AI literacy, Model Evaluation, Image Quality
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Pipelines, Data Maintenance, Dataflow, Data Storage, Data Processing, Google Cloud Platform, Cloud Storage, Data Analysis, Cloud Engineering, Data Architecture, Data Lakes, Data Warehousing, Data Preprocessing, Automation
Advanced · Course · 1 - 3 Months

Skills you'll gain: Oral Expression, Interviewing Skills, Goal Setting, Rapport Building, Verbal Communication Skills, Composure, Public Speaking, Business Research, Company, Product, and Service Knowledge, Communication Strategies, Communication, Interpersonal Communications, Professionalism, Presentations, Planning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Marketing Automation, Personalized Campaigns, Microsoft Copilot, Prompt Engineering Tools, Marketing Operations, Marketing, Campaign Planning, Data-Driven Marketing, Campaign Management, AI Enablement, Market Intelligence, Marketing Analytics, Email Marketing, AI Personalization, Predictive Analytics, Data-Driven Decision-Making, Power BI, Business, Leadership Development
Intermediate · Course · 1 - 3 Months

The University of Edinburgh
Skills you'll gain: Video Production, Photo/Video Production and Technology, Videography, Post-Production, Video Editing, Course Development, Storyboarding, Media Production, Cinematography, Web Content Accessibility Guidelines, Content Creation, Visual Storytelling, Storytelling, Editing, Writing
Beginner · Course · 1 - 4 Weeks

Dubai College of Tourism
Skills you'll gain: Restaurant Operation, Revenue Management, Restaurant Management, Hotel And Restaurant Management, Hospitality and Food Services, Sales Strategy, Hospitality Management, Hospitality, Food and Beverage, Cost Accounting, Layout Design, Customer experience improvement, Gross Profit, Graphic and Visual Design, Typography, Copywriting, Analysis
Intermediate · Course · 1 - 4 Weeks