Ai & Cyber Security Mastery 2025
Published 12/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 690.04 MB | Duration: 2h 31m
Published 12/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 690.04 MB | Duration: 2h 31m
Master the Integration of AI and Cyber Security to Protect Digital Systems and Stay Ahead of Emerging Threats
What you'll learn
Understand the role of AI in modern cyber security and how it enhances threat detection and prevention.
Learn to identify cyber security threats, vulnerabilities, and implement risk management strategies.
Master key AI tools like TensorFlow, PyTorch, and ChatGPT for securing systems and data.
Develop hands-on skills in building AI models for cyber security using Python and deep learning frameworks.
Gain proficiency in using tools like Wireshark, Splunk, and AWS GuardDuty to detect and mitigate attacks.
Explore the NIST AI Risk Management Framework and its applications in creating secure AI-driven solutions.
Learn ChatGPT with Cyber Security
Learn the basics of Cyber Security
Learn the basics of Artificial Intelligence
Learn the basics of Python
Learn the basics of PyTorch
Creating a Phishing detection System with AI
Learn the hardware tools used in Cyber Security
Requirements
Basic understanding of computers and networking.
No prior programming experience required—Python basics will be covered.
Enthusiasm to learn about AI, machine learning, and cybersecurity tools.
Access to a computer with internet connectivity.
Description
Cyber Security AI is the next frontier in protecting digital landscapes. Whether you’re an aspiring AI enthusiast eager to delve into the realm of cybersecurity, a student aiming to solidify your understanding of securing systems, or a seasoned programmer looking to integrate Python and Artificial Intelligence into cutting-edge cybersecurity tools, this course is designed for you!Our hands-on and practical approach ensures you’ll learn by doing, diving into real-world applications and industry techniques. From harnessing AI tools to implementing advanced security measures, you’ll gain the skills needed to thrive in this evolving field.We’ll begin by introducing ChatGPT for Cyber Security, demonstrating how to leverage its capabilities for ethical hacking, prompt engineering, and advanced data analysis. From there, we’ll cover essential topics, including:1. AI in Cybersecurity Tools and Techniques – Learn how AI enhances traditional tools like firewalls, email filters, and intrusion detection systems.2. Deep Learning for Cybersecurity – Master TensorFlow, PyTorch, and neural networks by building phishing detection systems and more.3. Python Programming – Explore Python’s power for preprocessing data, training models, and creating robust security solutions.4. Advanced Threat Detection – Utilize platforms like Splunk, Elasticsearch, AWS GuardDuty, and Microsoft Azure Security Center for modern security practices.5. Network Security and Malware Detection – Develop AI-driven systems to monitor networks and detect malware threats.6. AI Risks and Ethical Concerns – Delve into risks such as data bias, model vulnerabilities, and ethical considerations in AI.Throughout the course, you’ll work on projects like building phishing detection systems, analyzing network activity, and applying machine learning to real-world security problems. By the end, you’ll have mastered the tools and techniques to protect yourself, your business, and your clients in today’s rapidly advancing threat landscape.Join us and become a leader in the transformative field of Cyber Security AI!
Overview
Section 1: Introduction
Lecture 1 Introduction to Cyber Security & AI
Lecture 2 Tools and Platforms for the Course
Lecture 3 How to get the most out of this course
Section 2: Understanding AI and Cyber Security Basics
Lecture 4 Overview of Cyber Security Frameworks
Lecture 5 Key Concepts of Cyber Security & AI
Lecture 6 Introduction to Common Attack Types
Lecture 7 Hardware Tools Used in Cyber Security
Section 3: ChatGPT and Cyber Security
Lecture 8 Understanding ChatGPT
Lecture 9 Getting The Most Out of ChatGPT
Lecture 10 ChatGPT Prompt Hacking and Jailbreaking
Lecture 11 How to Use ChatGPT in Cyber Security
Section 4: Deep Learning for Cyber Security
Lecture 12 Understanding TensorFlow
Lecture 13 Deep Neural Networks
Lecture 14 Detecting Phishing Email System
Section 5: AI in Cyber Security: Tools and Techniques
Lecture 15 What is AI and How It Applies to Cyber Security
Lecture 16 How to Choose the Right AI Tools and Techniques
Section 6: Python for Cyber Security and AI
Lecture 17 Installing PyCharm with Python
Lecture 18 Introduction to Python for Cyber Security
Section 7: PyTorch and Cyber Security
Lecture 19 Understanding PyTorch
Lecture 20 Building and Training a Deep Learning Model
Section 8: NIST AI Cyber Security
Lecture 21 Understanding NIST AI
Lecture 22 Choosing the Right Frameworks
Section 9: Splunk for Cyber Security and AI
Lecture 23 Splunk and Cyber Security
Section 10: Elasticsearch with Cyber Security and AI
Lecture 24 Elasticsearch and Cyber Security
Section 11: Amazon GuardDuty with Cyber Security
Lecture 25 Amazon GuardDuty
Section 12: Azure and Cyber Security
Lecture 26 Cyber Security with Azure
Lecture 27 Machine Learning vs. Deep Learning in Threat Detection
Section 13: Zeek with Cyber Security
Lecture 28 Zeek and Cyber Security with AI
Section 14: Wireshark and Cyber Security
Lecture 29 Understanding Wireshark
Section 15: Codex AI in Cyber Security
Lecture 30 Codex AI
IT professionals looking to upgrade their skills in AI-driven cybersecurity.,Beginners interested in starting a career in cybersecurity or AI.,Data scientists and software engineers exploring applications of AI in security.,Cybersecurity enthusiasts who want to learn advanced tools and techniques.