دوره SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

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SEC595 provides students with a crash-course introduction to practical data science, statistics, probability, and machine learning. The course is structured as a series of short discussions with extensive hands-on labs that help students to develop useful intuitive understandings of how these concepts relate and can be used to solve real-world problems. If you’ve never done anything with data science or machine learning but want to use these techniques, this is definitely the course for you! 30 Hands-on Labs

Syllabus

SEC595.1: Data Acquisition, Cleaning, and Manipulation
SEC595.2: Data Exploration and Statistics
SEC595.3: Essentials of Machine Learning
SEC595.4: Essentials of Machine Learning
SEC595.5: Essentials of Machine Learning
SEC595.6: Essentials of Machine Learning

SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals