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 Colorado System
Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Anomaly Detection, Advanced Analytics, Bayesian Network, Data-Driven Decision-Making, Forecasting, Marketing Strategies, Strategic Decision-Making, Time Series Analysis and Forecasting, Markov Model, Simulation and Simulation Software, Predictive Analytics, Customer Engagement, Bayesian Statistics, Customer Retention, Autoencoders
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Linux Administration, Package and Software Management, Linux, User Accounts, Operating System Administration, System Monitoring, Linux Servers, Linux Commands, User Provisioning, Amazon Web Services, Network Troubleshooting, File Management, Command-Line Interface, File Systems, Amazon Elastic Compute Cloud, TCP/IP, Systems Administration, Shell Script, General Networking, Identity and Access Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Embedded Systems, Automation Engineering, Robotics, Machine Controls, Electronic Systems, Automation, Control Systems, Electronic Hardware, Power Electronics, Electronics, Medical Equipment and Technology, Medical Devices, Electric Power Systems, Electrical Systems, Health Technology, Medical Telemetry
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: z/OS, Package and Software Management, Mainframe Computing, Mainframe Technologies, Job Control Language (JCL), Patch Management, Software Configuration Management, Software Installation, File Transfer Protocol (FTP), Enterprise Application Management, System Software, Configuration Management, System Programming, System Configuration, Problem Management, Debugging, Change Control, Dependency Analysis
Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Pre-Clinical Development, Clinical Research, Drug Development, Clinical Trials, Medical Science and Research, Biomedical Technology, Pharmaceuticals, Laboratory Research, Science and Research, General Science and Research, Health Policy, Research, Biology, Biochemistry, Scientific Methods, Research Methodologies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Risking, Responsible AI, Data Ethics, AI Personalization, Business Ethics, Ethical Standards And Conduct, Case Studies, Information Privacy, Data Governance
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Ethics, Business Ethics, ChatGPT, AI literacy, Ethical Standards And Conduct, Responsible AI, Artificial Intelligence, Information Privacy, Self Service Technologies, Informed Consent, Personally Identifiable Information, Accountability, Generative AI Agents, Case Studies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Matplotlib, Plotly, Seaborn, Plot (Graphics), Exploratory Data Analysis, Dashboard Creation
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Amazon Redshift, SQL, Identity and Access Management, Query Languages, Google Cloud Platform, Database Design, Role-Based Access Control (RBAC), Data Import/Export, Relational Databases, Data Warehousing, Data Access, Data Integration, Database Architecture and Administration, Data Sharing, Data Modeling
Intermediate · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Theoretical Computer Science, Mathematics and Mathematical Modeling, Applied Mathematics, Algorithms, Cryptography, Data Management
Build toward a degree
Beginner · Course · 1 - 3 Months

Skills you'll gain: Digital Transformation, Product Development, Emerging Technologies, Business Modeling, Strategic Partnership, Business Transformation, Innovation, Internet Of Things, Technology Strategies, Entrepreneurship, New Business Development, Business Technologies, Business Strategy, Network Model, AI Product Strategy, Case Studies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Production Planning, Financial Statement Analysis, Cost Accounting, Profit and Loss (P&L) Management, Income Statement, Cost Control, Production Process, Production Management, Cost Benefit Analysis, Financial Statements, Operating Cost, Manufacturing Operations, Management Accounting, Product Assortment, Revenue Management, Operational Analysis, Financial Analysis, Cost Management, Price Negotiation, Product Strategy
Mixed · Course · 1 - 3 Months