The goal of this course is to explain how artificial intelligence is becoming one of the major tools in our security arsenal. The problem is that, unless daddy or mommy you have a specific type of degree, you are at the mercy of product vendors, collaborators, ChatGPT, or search engines to understand these concepts. This course demystifies Artificial Intelligence and its relationships. This interactive course will teach security professionals how to conduct data science techniques to manipulate and analyze security data to uncover valuable insights. The course will cover a few topics from data preparation, feature engineering and selection, exploratory data analysis, data visualization, machine learning, model evaluation and optimization and finally, implementing at scale. Student Requirements: Technical Skills: Comfortable with some basic Python programming and Jupyter Notebooks or Visual Studio (VS) Code. Class Materials Needed: Students will be required to bring their own laptops. The laptops will need to be installed with Python3 and Jupyter Notebooks or Visual Studio (VS) Code. Course outline:
The CMMCSafe class enables participants of organizations in regulated industries looking to improve their cyber-hygiene based on the CMMC 2.0 Framework. This course identifies the security requirements for participants, especially those who are subject to federal government scrutiny, and provides an understanding of the NIST-based security requirements to ensure conformity and to safely protect themselves and their organizations from security risks. Key Takeaways:
As part of our educational mission as a coalition of non-profit organizations, registration fees are only to cover the costs of the logistics.
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