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.

Skills you'll gain: Excel Formulas, Microsoft Excel, Data Cleansing, Spreadsheet Software, Data Validation, Complex Problem Solving, Data Analysis Software, Data Analysis, Statistical Methods, Workforce Development, Statistical Analysis
★ 4.7 (5.5K) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, Matplotlib, Data Visualization, Data Literacy, Plotly, Data Ethics, Plot (Graphics), Generative Model Architectures, Scientific Visualization, Data Cleansing, Data Presentation, Interactive Data Visualization, Pandas (Python Package), Data Quality, Exploratory Data Analysis, Generative Adversarial Networks (GANs), Data Manipulation, Model Evaluation, Data Analysis, Machine Learning
★ 4.2 (124) · Beginner · Course · 1 - 3 Months

École Polytechnique
Skills you'll gain: Peer Review, Writing and Editing, Journals, Scientific Methods, Research Reports, Research, Proofreading, Research Methodologies, Editing, Document Management, Style Guides, Ethical Standards And Conduct
★ 4.6 (2.8K) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Azure, Data Lakes, Microsoft Power Platform, Data Governance, Data Quality, Data Dictionary, Metadata Management, Data Architecture, Data Management, Data Integration, Microsoft SQL Servers, Authorization (Computing), Taxonomy, Identity and Access Management, Data Access, Data Sharing, Role-Based Access Control (RBAC)
Intermediate · Course · 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

Edureka
Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Google Gemini, ChatGPT, OpenAI, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Prompt Engineering, Applied Machine Learning, Machine Learning, Deep Learning, Machine Learning Algorithms, Computer Vision, Predictive Modeling, Supervised Learning, Text Mining
★ 3.8 (74) · Intermediate · Specialization · 3 - 6 Months

Duke University
Skills you'll gain: Psychology, Learning Theory, Training Programs, Social Sciences, Experimentation, Research, Science and Research, Empathy & Emotional Intelligence, Scientific Methods, Non-Verbal Communication, Biology
★ 4.7 (4.7K) · Mixed · Course · 1 - 3 Months

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
University of Illinois Urbana-Champaign
Skills you'll gain: Marketing Analytics, Data-Driven Marketing, AI Personalization, Advanced Analytics, Customer Retention, Analytics, Predictive Modeling, Marketing Strategies, Social Media Analytics, Marketing, Data Analysis, Social Network Analysis, Customer Analysis, Data Analysis Software, Data Ethics, Customer Insights, Marketing Strategy and Techniques, Digital Marketing, Machine Learning, Generative AI
★ 4.5 (204) · Intermediate · Course · 1 - 4 Weeks

Universitat Autònoma de Barcelona
Skills you'll gain: Trigonometry, Integral Calculus, Calculus, General Mathematics, Arithmetic, Advanced Mathematics, Algebra, Mathematical Theory & Analysis, Applied Mathematics, Graphing, Derivatives, Problem Solving
★ 4.6 (574) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Microsoft Azure, Azure DevOps, Cloud Management, Cloud Hosting, Cloud Engineering, Application Deployment, Azure DevOps Pipelines, MLOps (Machine Learning Operations), Cloud Computing, Cloud-Native Computing, DevOps, Containerization, Platform As A Service (PaaS), Cloud Services, Cloud Deployment, Database Administration, System Monitoring, Devops Tools, Databases, Cloud Security
Mixed · Course · 1 - 4 Weeks

University of London
Skills you'll gain: Diplomacy, International Relations, Emergency Response, Crisis Intervention, Sustainable Development, Political Sciences, Public Policies, Social Justice, Public Safety and National Security, Governance, Advocacy, Policy Analysis, World History
★ 4.7 (1.9K) · Beginner · Course · 1 - 3 Months