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: User Feedback, Stakeholder Communications, Employee Surveys, Survey Creation, Stakeholder Management, User Research, Stakeholder Engagement, Performance Metric, Data Presentation, Communication Planning, Change Management, Communication, Performance Measurement, Organizational Change, Project Performance, Data-Driven Decision-Making, Data Synthesis, Agile Project Management, Performance Analysis, Communication Strategies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Dashboard, Dashboard Creation, Key Performance Indicators (KPIs), Conversion Funnel Analysis, Interactive Data Visualization, Data Presentation, Requirements Elicitation, Performance Reporting, Data Storytelling, Exploratory Data Analysis, Requirements Analysis, Functional Specification, Business Requirements, Stakeholder Analysis, Technical Documentation, Self Service Technologies
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Virtual Machines, Microsoft Azure, Azure Active Directory, Cloud-Native Computing, Microsoft Development Tools, Virtualization and Virtual Machines, Serverless Computing, Cloud Development, Infrastructure As A Service (IaaS), Platform As A Service (PaaS), Authentications, Cloud Applications, Cloud Deployment, Containerization, NoSQL, Identity and Access Management, Software Development, Cloud Storage, Data Storage Technologies, Application Deployment
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Apache Maven, Build Tools, Software Configuration Management, Continuous Integration, Integrated Development Environments, Configuration Management, Java Programming, Package and Software Management, Development Environment, Software Installation, Dependency Analysis, Automation, Java, Product Lifecycle Management, Maintainability, Software Versioning, Extensible Languages and XML
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Blockchain, Application Deployment, Integrated Development Environments, Development Testing, Web Development Tools, Program Development, Cryptographic Protocols, Javascript, Scripting
★ 4 (6) · Beginner · Guided Project · Less Than 2 Hours
Skills you'll gain: CI/CD, Bitbucket, DevOps, Data Pipelines, Jira (Software), Debugging
Intermediate · Course · 1 - 4 Weeks

Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AWS SageMaker, Model Deployment, Internet Of Things, Cloud Deployment, Cloud-Based Integration, Amazon Web Services, Microsoft Azure, Applied Machine Learning, Advanced Analytics, Predictive Analytics, Data Pipelines, Dataflow, Anomaly Detection, Cloud Technologies, Cloud Platforms, Cloud Infrastructure, Analytics, Data Flow Diagrams (DFDs), Cloud Security, Python Programming
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Linux Commands, Bash (Scripting Language), Shell Script, File Management, Unix Shell, Linux, File Systems, Unix Commands, Linux Servers, Scripting, Command-Line Interface, Linux Administration, Scripting Languages, Unix, File I/O, grep, Operating Systems, Package and Software Management, Network Protocols, Data Import/Export
★ 4.6 (1.8K) · Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Portfolio Management, Portfolio Risk, Regression Analysis, Quantitative Research, Finance, Statistical Hypothesis Testing, Statistical Modeling, Probability & Statistics, Probability, Statistical Methods, Risk Modeling, Financial Modeling, Statistical Analysis, Statistical Machine Learning, Financial Trading, Correlation Analysis, Investment Management, Simulations, Probability Distribution, Analytics
Beginner · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Data Warehousing, Data Modeling, Database Design, SQL, Business Intelligence, Databases, Relational Databases, Database Theory, Database Architecture and Administration, Database Management, Data Integrity, Data Analysis, Query Languages, Data-Driven Decision-Making, Analysis, Diagram Design
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Facebook, Social Media, Social Media Management, Social Media Marketing, Personalized Service, Customer Communications Management, Web Presence, Drive Engagement, Branding, Digital Marketing
Beginner · Guided Project · Less Than 2 Hours