Akylade Certified Ai Security Foundations Prep Course

Advance your expertise in AI security with the AKYLADE AI Security Foundation (A/AISF) certification.

What you'll learn

Gain a solid understanding of core AI technologies, including machine learning and deep learning.

Learn how systems are structured and managed across the lifecycle to ensure security and data functionality, exploring various learning types, algorithms, an

Learn how to identify, assess, and mitigate risks within AI systems.

Master frameworks like NIST AI RMF and tools for conducting risk assessments, focusing on vulnerabilities, threat analysis, and control implementation

Understand how to build trustworthy AI systems by focusing on security, fairness, transparency, and privacy.

Learn to mitigate risks like bias and vulnerabilities while ensuring compliance with ethical standards

Apply the NIST AI Risk Management Framework to manage AI risks effectively while aligning practices with business goals.

Learn to integrate risk management into organizational processes and governance

Customize AI RMF Profiles to meet organizational needs, ensuring that AI security practices align with compliance requirements and business objectives

Requirements

This is a foundational course with no prerequisites. If you are interested in Artificial intelligence (AI) and Machine learning (ML), and you want to know how to keep it secure, this course is for you.

Description

AKYLADE AI Security Foundation (A/AISF)Advance your expertise in AI security with the AKYLADE AI Security Foundation (A/AISF) certification and lead your organization in implementing secure and trustworthy artificial intelligence solutionsThe AKYLADE AI Security Foundation (A/AISF) certification exam is designed to evaluate your ability to understand and apply essential artificial intelligence (AI) security concepts including:Artificial Intelligence ConceptsGain a solid understanding of core AI technologies, including machine learning and deep learning. Learn how these systems are structured and managed across their lifecycle to ensure security and functionality, exploring various learning types, algorithms, and data enhancement methodsAI Risk ManagementLearn how to identify, assess, and mitigate risks within AI systems. Master frameworks like NIST AI RMF and tools for conducting risk assessments, focusing on vulnerabilities, threat analysis, and control implementationAI Risks and TrustworthinessUnderstand how to build trustworthy AI systems by focusing on security, fairness, transparency, and privacy. Learn to mitigate risks like bias and vulnerabilities while ensuring compliance with ethical standardsNIST AI RMF CoreApply the NIST AI Risk Management Framework to manage AI risks effectively while aligning practices with business goals. Learn to integrate risk management into organizational processes and governanceNIST AI RMF ProfilesCustomize AI RMF Profiles to meet organizational needs, ensuring that AI security practices align with compliance requirements and business objectivesNo matter what skill level you are, this course will provide you with the information to help you to master the fundamentals of the NIST AI Risk Management Framework and start your AI security and risk management journey.  This course will provide you with all the information that is needed to pass the A/AISF exam.  This course is provided by Captain Hyperscaler, an AKYLADE Authorized Training Partner, and delivered by Authorized Instructor, Dwayne Natwick.Included with this course are the official AKYLADE practice exams.  I hope that you enjoy this course and good luck on the certification exam.

Overview

Section 1: Introduction - Domain 1 - AI Concepts

Lecture 1 Introduction - Domain 1 - AI Concepts

Section 2: Domain 2 - AI Risk Management

Lecture 2 Domain 2 - AI Risk Management

Section 3: Domain 3 - AI Risks and Trustworthiness

Lecture 3 Domain 3 - AI Risks and Trustworthiness

Section 4: Domain 4 - NIST RMF Core

Lecture 4 Domain 4 - NIST RMF Core

Section 5: Domain 5 - NIST AI RMF Profiles - Course conclusion

Lecture 5 Domain 5 - NIST AI RMF Profiles - Course conclusion

The AKYLADE AI Security Foundation (A/AISF) certification exam is designed to evaluate your ability to understand and apply essential artificial intelligence (AI) security concepts.