Cybersecurity Work Role Pathways - AI/ML Specialist
The AI/ML Specialist Pathway trains individuals to develop and evaluate AI and machine learning solutions and support the secure and responsible deployment of AI technologies.
Cybersecurity Work Role Pathways - AI/ML Specialist
The AI/ML Specialist Pathway trains individuals to develop and evaluate AI and machine learning solutions and support the secure and responsible deployment of AI technologies.
Here's what you'll learn:
AI & machine learning fundamentals
AI/ML model development & deployment
Secure & responsible AI solutions
Enroll in this learning track and beging your journey to improving your skills.
16 Lessons
Cybersecurity Work Role Pathways – Start Here
Introductory module for the Cybersecurity Work Role Pathways
13 Lessons
DCWF_CWP-1010 IT Basics
ln this module, you will learn about the basics of information technology. You will learn about the inner and outer workings of computers, troubleshooting, and how to be a professional in the IT field.
11 Lessons
DCWF_CWP-1030 Privacy, Legal Foundations & Ethics
This module examines the framework of legal and ethical concerns within the operations of computing systems, particularly regarding misconduct involving those systems.
11 Lessons
DCWF_CWP-1020 Security Principles
This module provides an overview of the cybersecurity field and its related concepts. An introduction to cybersecurity terminology, best practices, principles and standards, planning and management of cybersecurity functions and assets are included.
14 Lessons
DCWF_CWP-1040 Coding
This module introduces problem-solving techniques and the computer program development process through coding in a high-level language.
12 Lessons
DCWF_CWP-1050 Network Foundations
This course discusses the foundations of computer networks. You will learn about the network architecture including the OSI model and the layering concept. The TCP/IP protocol stack layers will be discussed.
13 Lessons
DCWF_CWP-1060 Database Management
An overview of fundamental concepts, including aspects of database design, database management systems, data models, normalization, the standard relational database query, SQL, basic database security and relational database alternatives.
14 Lessons
DCWF_CWP-1220 Artificial Intelligence
This module provides an overview of artificial intelligence's fundamental techniques and approaches. Topics include the history of AI, knowledge and reasoning, problem-solving, learning approaches, practical considerations, and responsible AI.
11 Lessons
DCWF_CWP-1070 Cryptography
In this module, you will learn about cryptography, various types of data and the fingerprints they leave, and classical and modern cryptosystems.
11 Lessons
DCWF_CWP-1080 Blockchain
In this module, you will gain knowledge of basic cryptography and cryptographic key management concepts and skills in identifying the privacy and security risks inherent in blockchain, including hacking concerns.
13 Lessons
DCWF_CWP-1090 Information Security
ln this module, you will learn the basics of information security. You will gain the ability to apply cybersecurity and privacy principles in the work setting and conduct vulnerability scans.
13 Lessons
DCWF_CWP-1100 Network Security
ln this module, you will gain knowledge of network security, network defense, and security threats. You will gain skills in using network security tools and skills in performing attacks.
13 Lessons
DCWF_CWP-1110 Cloud Foundations
In this module you will be learning about cloud computing and how it can be used. You will gain the ability to provide the appropriate cloud computing solutions and recommendations according to the applications used.
11 Lessons
DCWF_CWP-1120 Cyber Threat Hunting
ln this module, you will dig in to what cyber threats are by taking on the role of a threat actor.
11 Lessons
DCWF_CWP-1130 Digital Forensics
This module covers the fundamentals of digital forensics. Topics will include historical issues, key concepts, and tools and techniques of the trade.
11 Lessons
DCWF_CWP-1140 Data Mining
In this module, you will learn the basic concepts of data mining. You will gain skills in recognizing data mining problems, writing code, and an understanding of the importance of legal/ethical aspects of data mining.
11 Lessons
DCWF_CWP-1150 Cognitive Computing
In this section you will learn about AI, cloud computing technologies, and machine learning techniques. In addition, you will develop skills in text mining/manipulation techniques and implementing methods/algorithms for image and video processing.
10 Lessons
DCWF_CWP-1160 Database Security
In this module, you will gain knowledge of current and emerging data remediation security features in databases.
12 Lessons
DCWF_CWP-1170 Cloud Security
ln this module, you will learn and apply classic security techniques to today’s cloud security problems.
11 Lessons
DCWF_CWP-1180 Risk Analysis
This module will increase your knowledge of risk assessment methodologies and of Cybersecurity practices in the Risk Management Framework.
13 Lessons
DCWF_CWP-1190 Internet of Things
ln this module, you will gain knowledge of network protocols, data and information security and data analytics.
10 Lessons
DCWF_CWP-1210 Robotic Process Automation Analysis
In this section, you will gain knowledge on data structures, web services, and enterprise-wide business process improvement initiatives.
11 Lessons
DCWF_CWP-1200 Post Quantum Cryptography
This module covers the foundational principles and techniques of quantum technology, including basic quantum mechanics; quantum information theory and quantum algorithms such as Grover's search and Shor's factoring; etc.
10 Lessons
DCWF_CWP-2050 Artificial Intelligence/Machine Learning (AI/ML)
This module provides a comprehensive overview of artificial intelligence, machine learning, deep learning, neural networks, and generative AI technologies as they apply to modern cybersecurity operations.
7 Lessons
AI/ML Specialist - Final Steps
Certification, Badge and Placement.