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: Statistical Process Controls, Six Sigma Methodology, Quality Control, Lean Six Sigma, Plot (Graphics), Quality Monitoring, Data Literacy, Statistical Analysis, R Programming
Beginner · Guided Project · Less Than 2 Hours

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

University of California, Santa Cruz
Skills you'll gain: Go (Programming Language), Data Structures, Object Oriented Design, Object Oriented Programming (OOP), Computer Programming, Unit Testing, Programming Principles, Algorithms, C (Programming Language), Software Testing, Code Reusability, Graph Theory
Intermediate · Course · 1 - 3 Months

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

Niel Asher Education
Skills you'll gain: Rehabilitation, Exercise Therapy, Exercise Science, Patient Evaluation, Orthopedics, Physical Therapy, Sports Medicine, Kinesiology, Human Musculoskeletal System, Anatomy, Pain Management, Athletic Training, Clinical Assessment, Cognitive Behavioral Therapy, Patient Observation, Mental Health Therapies
Intermediate · Course · 1 - 4 Weeks

Emory University
Skills you'll gain: Generative AI, Customer experience improvement, AI Personalization, Marketing Effectiveness, Content Marketing, Data-Driven Marketing, Marketing Strategies, AI Enablement, Marketing Analytics, Customer Insights, Customer Analysis, Artificial Intelligence
Mixed · Course · 1 - 4 Weeks