This course is part of the UCLA Henry Samueli School of Engineering and Applied Science (HSSEAS) Master of Science in Engineering Online (MSOL) program.  It is available only to students pre-approved by HSSEAS.  For more information visit msol.ucla.edu.

This course is part of the UCLA Henry Samueli School of Engineering and Applied Science (HSSEAS) Master of Science in Engineering Online (MSOL) program.  It is available only to students pre-approved by HSSEAS.  For more information visit msol.ucla.edu.

This course is part of the UCLA Henry Samueli School of Engineering and Applied Science (HSSEAS) Master of Science in Engineering Online (MSOL) program.  It is available only to students pre-approved by HSSEAS. For more information visit msol.ucla.edu.

This course is part of the UCLA Henry Samueli School of Engineering and Applied Science (HSSEAS) Master of Science in Engineering Online (MSOL) program.  It is available only to students pre-approved by HSSEAS.  For more information visit msol.ucla.edu.

This course is part of the UCLA Henry Samueli School of Engineering and Applied Science (HSSEAS) Master of Science in Engineering Online (MSOL) program.  It is available only to students pre-approved by HSSEAS.  For more information visit msol.ucla.edu.

This course provides a hands-on introduction to the architecture, deployment, and management of Amazon Web Services (AWS).

This hands-on course helps you use predictive analytics for improving business performance using techniques such as data mining, statistics, modeling, machine learning, and artificial intelligence.

Data governance is an integrated framework of policies and technology applied to ensure effective data management. This course will help students to gain an understanding of various components that allow an enterprise to manage data.

Learn machine learning origins, principles, and practical applications, as well as implementation via the Python programming language. Students will learn to train a model, evaluate its performance, and improve its performance.

Learn tools for distributed data storage and large data set processing. This course focuses on architectures and technologies, including NoSQL and Hadoop.

Learn the iterative process of exploratory data analysis (EDA), data analysis techniques, data exploration, and visualization. Course tools include R for data analysis and Tableau for data visualization.

This course covers the key knowledge domains in data science, including data development and management, machine learning and natural language processing, statistical analysis, data visualization, and inference.

This hands-on course introduces core defensive strategies for various environments and explores remediation strategies for thwarting attacks.

This hands-on course explores common and specialized security tools for penetration assessments. Students will have the opportunity to create their own custom tool or an extension to a known tool.

The class will examine relevant policies and regulations along with auditing practices. Topics covered include auditing standards and ethics, privacy, intellectual property, and legal issues in cyberspace.

This course delivers a step-by-step methodology for securing any infrastructure through enhanced defenses to the core components of networks and databases.

This course covers physical and logical cybersecurity for data centers and IT infrastructures. It defines a management program to protect assets across all levels of technology and the core components that support that information technology.

This comprehensive introductory course combines theoretical security models with practical examples to benefit auditors, system administrators, or anyone else with a basic understanding of information technology.

Substance use disorder counselors experience high rates of burnout. Develop self-care skills related to mindfulness, healthy sleep habits, optimal nutrition, and regular exercise to optimize your work with clients.

Extending over two quarters, this mandatory supervised practicum is designed for students who complete all prerequisite courses in the Alcohol and Drug Abuse Counseling Certificate.