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 Illinois Urbana-Champaign
Skills you'll gain: Text Mining, Natural Language Processing, Data Mining, Unstructured Data, Big Data, Applied Machine Learning, Data Engineering, Web Scraping, AI Personalization, Model Evaluation, Machine Learning Algorithms, Web Analytics and SEO, Machine Learning, Model Optimization, Network Analysis, Statistical Methods, Statistical Modeling, Probability & Statistics
★ 4.5 (965) · Mixed · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Exploratory Data Analysis, Data Visualization, Plot (Graphics), Statistical Visualization, Ggplot2, Dimensionality Reduction, Data Visualization Software, R Programming, R (Software), Graphing, Data Analysis, Statistical Analysis, Unsupervised Learning, Statistical Methods
★ 4.7 (6.1K) · Mixed · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Embedded Software, Embedded Systems, Debugging, C (Programming Language), C and C++, Electronic Components, Computer Hardware, Integrated Development Environments, Programming Principles, Computer Programming, Electronics Engineering, Program Development, Software Installation, Development Environment, Digital Communications, Build Tools
★ 4.7 (7.2K) · Mixed · Course · 1 - 4 Weeks

Northwestern University
Skills you'll gain: Marketing Budgets, Blogs, Social Media Analytics, Social Media Marketing, Integrated Marketing Communications, Social Media, Peer Review, Social Media Management, Key Performance Indicators (KPIs), Social Media Strategy, Social Media Campaigns, Real Time Data, Marketing Effectiveness, Content Marketing, Strategic Marketing, Driving engagement, Marketing Strategies, Analytics, Digital Marketing, ChatGPT
★ 4.6 (5.6K) · Beginner · Specialization · 3 - 6 Months

Copenhagen Business School
Skills you'll gain: Consumer Behaviour, Marketing Psychology, Decision Making, Sensory Systems Analysis, Branding, Human Learning, Market Research, Business Ethics, Marketing, Brand Loyalty, Ethical Standards And Conduct, Brand Awareness
★ 4.7 (3.5K) · Beginner · Course · 1 - 3 Months

Skillshare
Skills you'll gain: Photography, Photo Editing, Photo/Video Production and Technology, Social Media Content, Content Creation, Visual Storytelling, Storytelling, Product Marketing, Product Promotion, Post-Production, Design Elements And Principles, Digital Brand Strategy, Editing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Active Listening, Empathy & Emotional Intelligence, Emotional Intelligence, Team Performance Management, Interviewing Skills, Executive Presence, Leadership Development, Conflict Management, Business Ethics, Management Training And Development, Case Studies, Empathy, Relationship Management, Ethical Standards And Conduct, Leadership, Self-Awareness, Oral Expression, Workforce Development, Professional Networking, Communication
★ 4.7 (1.4K) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Power Platform Architecture & Technical Design, Business Workflow Analysis, Process Analysis, Process Mapping, Business Process Improvement, Functional Requirement, Enterprise Architecture, Business Process, Solution Architecture, Microsoft Power Platform, Requirements Analysis, Enterprise Modeling, Requirements Elicitation, Cloud Solutions, Cloud Computing Architecture, Digital Transformation, Microsoft Azure, User Requirements Documents, Planning, Risk Mitigation
Beginner · Course · 1 - 3 Months

Pearson
Skills you'll gain: Child Development, Childhood Education and Development, Developmental Disabilities, Human Development, Formal Learning, Human Learning, Working With Children, Child Health, Companionship, Personal Development, Family Support, Sociology, Social Skills
Intermediate · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Prompt Engineering, Generative AI, Responsible AI, Generative Model Architectures, Multimodal Prompts, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Azure DevOps Pipelines, AI Orchestration, AI Workflows, AI Security, Model Deployment, Azure DevOps, ChatGPT, Data Ethics, AI Integrations, Microsoft Azure, OpenAI, Artificial Intelligence and Machine Learning (AI/ML), Python Programming
★ 4.4 (34) · Intermediate · Professional Certificate · 3 - 6 Months

University of Amsterdam
Skills you'll gain: Statistical Hypothesis Testing, Probability & Statistics, Statistical Methods, Statistics, Statistical Analysis, Quantitative Research, Data Analysis Software
★ 4.6 (4.7K) · Beginner · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Internet Of Things, Networking Hardware, Network Infrastructure, Network Routers, General Networking, Embedded Software, Network Switches, Network Protocols, Network Architecture, Security Controls, Wireless Networks, Network Administration, Network Routing, Infrastructure Security, Local Area Networks, Telecommunications, Communication Systems, Distributed Computing, Python Programming, Machine Learning
★ 4.7 (632) · Intermediate · Specialization · 3 - 6 Months