AI-Enabled Programming, Networking, and Cybersecurity (Video Course)

Description

Learn practical applications with ChatGPT, Claude, Copilot, LangChain, LlamaIndex, and AI models.

Overview

2.5 hours of video training

• Learn to use AI for cybersecurity, networking, and programming tasks.
• Use examples of practical, hands-on activities and demos that emphasize real-world tasks.
• Implement AI tools as a programmer, developer, networking, or security professional.

AI-Enabled Programming, Networking, and Cybersecurity is for programmers, developers, networking, or security professionals looking to use AI tools. AI-powered tools like ChatGPT, GitHub Copilot, Cursor, LangChain, and other AI models are changing the landscape of cybersecurity, programming, networking, and beyond. This course covers the introduction to the AI models, focusing on ChatGPT for cybersecurity education, GitHub Copilot and Cursor for programming support, and other AI models that have proven useful for learning and work enhancements, and explores the practical applications of these tools, emphasizing how to ask effective questions, interpret answers, and engage in deeper learning.

Related learning

• Sign up for AI-Enabled Programming, Networking, and Cybersecurity training by Omar Santos: https://learning.oreilly.com/search/?q=AI-Enabled%20Programming%2C%20Networking%2C%20and%20Cybersecurity%20santos&type=live-event-series&rows=100&language_with_transcripts=en&publishers=Pearson
• Sign up for live training classes by Omar Santos: https://learning.oreilly.com/search/?q=ceh%20santos&type=live-event-series&rows=100&language_with_transcripts=en&publishers=Pearson

Skill Level

Intermediate

Course Requirement

This course requires only a Linux, macOS, or Windows computer equipped with a web browser and Internet access. All code is shared via different GitHub repositories. For learners interested in applying their cybersecurity knowledge in a hands-on manner, we recommend setting up WebSploit Labs by following the instructions provided at https://websploit.org.

About Pearson Video Training

Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, and Que. Topics include IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more. Learn more about Pearson Video training at http://www.informit.com/video.

Video Lessons are available for download for offline viewing within the streaming format. Look for the green arrow in each lesson.

Sample Content

Table of Contents

Lesson 1: Introduction to AI-powered Tools

1.1 Overview of the Evolution of AI-driven Tools

1.2 Large Language Models (LLMs) and Small Language Models (SLMs)

1.3 Introducing LangChain, LangGraph, Llama Index, and Other Orchestration Frameworks

1.4 An Overview of Open-source AI Models and Hugging Face

1.5 Introducing Retrieval Augmented Generation (RAG)

1.6 Introducing Embedding Models

1.7 Introducing Vector Databases - pgvector, Chroma, MongoDB Atlas Vector Search, and others

1.8 Introducing Semantic Search

Lesson 2: Using AI for Cybersecurity

2.1 Accelerating Network Security Tasks with AI

2.2 Prompt Engineering for Cybersecurity

2.3 Securing AI Implementations

2.4 Exploring Network Security Processes Incorporating AI Tools

Lesson 3: Using AI for Software Development

3.1 Exploring How AI is Revolutionizing Software Development

3.2 Surveying GitHub Copilot, Cursor, and Cody

3.3 Exploring the CODEX Model

3.4 Generating Code from a Prompt

3.5 Explaining Existing Code

3.6 Generating Comments

3.7 Prompt Engineering for Software Development

Lesson 4: Using AI for Networking

4.1 Exploring how AI is Revolutionizing Networking

4.2 Using GitHub Copilot for Programming Tasks Related to Networking

4.3 Exploring AI Models for Networking Use Cases

4.4 Prompt Engineering for Networking

Lesson 5: Future Trends and Additional Emerging Technologies

5.1 Exploring Additional Applications of AI in Emerging Technologies

5.2 Regulatory and Policy Frameworks

5.3 Staying Updated on Advancements in AI and Cybersecurity

Updates

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