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.

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, AI Security, Generative AI Agents, Integrated Development Environments, Software Development Tools, Google Workspace, Software Development, Responsible AI, GitHub, Code Review, Application Deployment, AI Personalization, Generative AI, Software Engineering, Web Development, Artificial Intelligence, Design Software, Front-End Web Development, React.js, Javascript
Beginner · Specialization · 3 - 6 Months

University of California, Santa Cruz
Skills you'll gain: Teaching, Pedagogy, Instructional Strategies, K-12 pedagogy, Human Learning, Student-Centred Learning, Arithmetic
Intermediate · Course · 1 - 3 Months

University of Amsterdam
Skills you'll gain: Epidemiology, Infection Control, Infectious Diseases, Bloodborne Pathogens, Public Health and Disease Prevention, Public Health, Pathology, Patient Treatment, Immunology, Drug Development, Community Health, Clinical Trials, Diagnostic Tests, Pharmacology, Microbiology, Personal protective equipment, Clinical Assessment
Mixed · Course · 1 - 3 Months

AI Business School
Skills you'll gain: Prompt Engineering Tools, Generative AI, Responsible AI, Risk Management, AI literacy, AI Enablement, Marketing, Artificial Intelligence, Risk Analysis, Risk Mitigation, MarTech, Digital Transformation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Sales Enablement, Sales Management, Oral Expression, Customer Analysis, Governance, Sales Strategy, Talent Management, Competitive Analysis, Marketing, Sales Operations, Target Market, Marketing Effectiveness, Verbal Communication Skills, Sales Process, Sales, Market Share, Solution Selling, Human Resource Strategy, Business, Product Knowledge
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Database Design, Performance Tuning, Data Warehousing, Apache Spark, Data Architecture, SQL, Query Languages, Data Transformation, Disaster Recovery, Database Management, PySpark, Infrastructure as Code (IaC), Cloud Computing Architecture, Distributed Computing, Scalability, Data Pipelines, Performance Analysis, Root Cause Analysis, Cost Management, Resource Management
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Multimodal Prompts, Vision Transformer (ViT), Generative Model Architectures, Model Optimization, MLOps (Machine Learning Operations), Generative AI, AI Integrations, Large Language Modeling, Model Deployment, Tensorflow, PyTorch (Machine Learning Library), Embeddings, Retrieval-Augmented Generation, Image Analysis, Deep Learning, Applied Machine Learning, Computer Vision, Natural Language Processing, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Exploratory Data Analysis, Data Manipulation, Statistical Analysis, R (Software), Analytical Skills, Ggplot2, Data Storytelling, R Programming, Statistical Methods, Data Wrangling, Data Transformation, Quantitative Research, Data Visualization Software, Data Science, Applied Machine Learning, Data Preprocessing, Probability & Statistics, Scatter Plots, Business Analytics, Data Analysis
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Matplotlib, Object Oriented Programming (OOP), Plotly, Seaborn, Data Visualization Software, Object Oriented Design, Data Visualization, Pandas (Python Package), NumPy, Statistical Visualization, Plot (Graphics), Interactive Data Visualization, Data Presentation, Software Documentation, Scatter Plots, Technical Documentation, Data Structures, Maintainability, Data Import/Export, Data Manipulation
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: PySpark, Apache Spark, Scala Programming, Extract, Transform, Load, Data Pipelines, Customer Analysis, Apache Hadoop, Big Data, Data Processing, Advanced Analytics, Apache Maven, Statistical Modeling, Data Engineering, Text Mining, Customer Insights, Data Transformation, Data Analysis, MySQL, Apache, Python Programming
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Revenue Recognition, Contract Accounting, International Financial Reporting Standards, Financial Reporting, Generally Accepted Accounting Principles (GAAP), Revenue Management, Technical Accounting, Property Accounting, Financial Accounting, Specialized Accounting, Accounting Systems, Standard Accounting Practices, Accounting, Accounting and Finance Software, General Accounting, Finance, Intellectual Property
Mixed · Course · 1 - 4 Weeks

IE Business School
Skills you'll gain: Strategic Decision-Making, Corporate Strategy, Strategic Thinking, Value Propositions, Strategic Sourcing, Business Strategies, Supply Chain, Decision Making, Mergers & Acquisitions, Operational Efficiency, Purchasing
Beginner · Course · 1 - 4 Weeks