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: Cloud Deployment, Unit Testing, Software Development Life Cycle, CI/CD, Object-Relational Mapping, OpenShift, Istio, Kubernetes, Cloud-Native Computing, Node.JS, Cloud Infrastructure, Git (Version Control System), HTML and CSS, Server Side, Javascript, Front-End Web Development, Cloud Computing, Data Ethics, Data Import/Export, Software Development
★ 4.6 (61K) · Beginner · Professional Certificate · 3 - 6 Months
Skills you'll gain: Project Management Life Cycle, Change Management, Project Management, Organizational Change, Organizational Structure, Program Management, Project Planning, AI Enablement, Strategic Thinking
★ 4.9 (102K) · Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, AI literacy, Large Language Modeling, Natural Language Processing, Model Training, Machine Learning, Model Evaluation, Decision Intelligence, Hugging Face, Machine Learning Methods, Generative AI, LLM Application, Bayesian Network, Human Centered Design, Python Programming
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Product Strategy, Product Planning, Generative AI, New Product Development, Product Management, Product Lifecycle Management, Responsible AI, Generative Model Architectures, Product Development, Innovation, Product Strategy, Machine Learning Methods, Commercialization, Prompt Engineering Tools, Generative Adversarial Networks (GANs), Generative AI Agents, Product Roadmaps, Artificial Intelligence
★ 4.7 (36K) · Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Incident Response, Incident Management, Data Centers, Computer Security Incident Management, vSphere Networking and Storage, DevSecOps, Continuous Monitoring, Threat Detection, Infrastructure Security, VMware ESX Servers, Virtual Networking, System Monitoring, Data Security, Virtualization, Network Monitoring, Enterprise Security, Event Monitoring, Network Security, Encryption, Dashboard
★ 4.9 (55) · Beginner · Specialization · 3 - 6 Months

Lund University
Skills you'll gain: Peer Review, Writing, Writing and Editing, Honesty, Editing, Proofreading, Planning, Constructive Feedback, Organizational Skills, Goal Setting, Teaching
★ 4.5 (21) · Beginner · Course · 1 - 3 Months

Skills you'll gain: NoSQL, Extract, Transform, Load, Database Administration, Apache Spark, Data Warehousing, Web Scraping, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, Linux Commands, SQL, IBM Cognos Analytics, Data Store, Generative AI, Professional Networking, Data Import/Export, Python Programming, Data Analysis, Data Science
★ 4.6 (63K) · Beginner · Professional Certificate · 3 - 6 Months

National Taiwan University
Skills you'll gain: Operations Research, Mathematical Modeling, Report Writing, Network Model, Applied Mathematics, Business Modeling, Industrial Engineering, Research Reports, Model Optimization, Linear Algebra, Numerical Analysis, Operational Analysis, Statistical Machine Learning, Inventory Control, Case Studies, Process Optimization, Algorithms, Project Design, Machine Learning, Business Analytics
★ 4.8 (734) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Dashboard Creation, Dashboard, Web Scraping, SQL, Descriptive Statistics, Data Visualization, Statistical Analysis, Jupyter, Data Presentation, Data Analysis, Probability Distribution, R (Software), Statistics, Data Science, Database Management, Relational Databases, R Programming, Data Import/Export, Python Programming, NumPy
★ 4.6 (75K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Social Skills, Interpersonal Communications, Education Software and Technology, Relationship Building, English Language, Verbal Communication Skills, Professional Development, Communication, Professionalism, Learning Styles, Communication Strategies, Active Listening, Vocabulary, Language Learning, Language Competency, Grammar
Intermediate · Course · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Spanish Language, Telephone Skills, Meeting Facilitation, Oral Expression, Business Correspondence, Outbound Calls, Verbal Communication Skills, Negotiation, Business Writing, Writing, Oral Comprehension, Business Communication, Inbound Calls, Communication, Communication Strategies, Active Listening, Vocabulary
★ 4.6 (14) · Intermediate · Course · 1 - 3 Months

Edureka
Skills you'll gain: MLOps (Machine Learning Operations), DevOps, CI/CD, Continuous Deployment, Devops Tools, Continuous Integration, Application Deployment, Application Lifecycle Management, Kubernetes, Applied Machine Learning, Machine Learning, Machine Learning Methods, Docker (Software), Containerization, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Statistical Machine Learning, Machine Learning Algorithms, Apache Kafka, Amazon Web Services
Intermediate · Course · 1 - 4 Weeks