Chatgpt & Ai: Elevating Cyber Threat Detection Mastery

Harnessing the Power of AI & ChatGPT for Advanced Cybersecurity Threat Detection

What you'll learn

AI transforming cyber security landscape

Machine Learning for Cyber Threat Detection

NLP for Threat Detection

ChatGPT for Cyber Threat Intelligence Analysis

AI for Cyber threat detection

PC Malware Detection with AI

Zero-Day Vulnerability Detection with AI

Anomaly Detection with AI

Requirements

Basic knowledge of Python will be good

Basic knowledge of AI and ML will be good

But everything will be taught from the round up

Description

Dive deep into the groundbreaking synergy of artificial intelligence and modern cybersecurity with "ChatGPT & AI: Elevating Cyber Threat Detection Mastery." This comprehensive course takes you on a journey from the foundational concepts of cybersecurity to the innovative applications of machine learning, natural language processing (NLP), and the prowess of ChatGPT in threat intelligence analysis. Discover how AI is reshaping the cybersecurity landscape, offering tools and techniques that can detect and counter sophisticated cyber threats with unparalleled efficiency.Chapter highlights include:An exploration of the transformative role of AI in cybersecurity and its benefits.A primer on essential cybersecurity concepts, attack vectors, and their ramifications.A deep dive into machine learning, its intricate facets, and its applications in deciphering cyber threats.An extensive overview of NLP and its significance in detecting cybersecurity threats.Leveraging ChatGPT's capabilities for advanced cyber threat intelligence analysis.Insights into the world of malware, its lifecycle, and AI-powered detection mechanisms for personal computers.A comprehensive look at zero-day vulnerabilities, their life cycle, and the use of AI in decoding and defending against these imminent threats.Throughout the course, hands-on labs will provide practical experience, allowing you to implement AI-driven solutions for real-world cybersecurity challenges. Equip yourself with the knowledge and skills to stay ahead in the ever-evolving landscape of cyber threats. Join us and master the art of AI-driven cyber threat detection.You'll also get:Lifetime Access to The CourseQuick and Friendly Support in the Q&A sectionUdemy Certificate of Completion Enroll now and become a cybersecurity expert with the power of AI on your side!See you in the "ChatGPT & AI: Elevating Cyber Threat Detection Mastery" course!With this course you'll surely get 24/7 support. Please feel free to post your questions in the Q&A section and we'll definitely respond to you within 14 hours.

Overview

Section 1: Introduction: ChatGPT & AI: Elevating Cyber Threat Detection Mastery

Lecture 1 ChatGPT & AI: Elevating Cyber Threat Detection Mastery

Section 2: From Machines to Minds: Synergy of AI & Modern Cybersecurity

Lecture 2 Overview of Artificial Intelligence and Cybersecurity

Lecture 3 Importance of mastering AI for security threat detection

Lecture 4 How is AI transforming the Cybersecurity landscape

Lecture 5 Real-world examples of AI-based cybersecurity solutions

Lecture 6 Is AI Essential in Cybersecurity? Can It Surpass Human Expertise?

Lecture 7 Balanced Strategy for AI and Human Experts for Effective Cybersecurity

Lecture 8 Benefits of AI in Cyber Security Threat Detection

Section 3: Foundations of Cyber Defense: Threats, Vectors, and Consequences

Lecture 9 Overview of cybersecurity concepts

Lecture 10 Cyber threats and attack vectors

Lecture 11 various cyber attacks and their impact

Section 4: Deciphering Cyber Threats: The Confluence of ML, NLP

Lecture 12 Introduction to Machine learning and its applications in cybersecurity

Lecture 13 Philosophical Underpinnings of Machine Learning: Conceptual Exploration

Lecture 14 Demystifying Machine Learning Process: Understanding the Inner workings of ML

Lecture 15 Machine learning algorithms Types

Lecture 16 Intricacies of Machine Learning : Deep Dive into Key Aspects and Explainability

Lecture 17 Building Machine learning models for Threat Detection

Lecture 18 Techniques for Analyzing and Processing Text Data

Lecture 19 Deeper Understanding of NLP from a Cybersecurity Threat Detection Perspective

Section 5: Harnessing ChatGPT: Advancements in Cyber Threat Intelligence

Lecture 20 Enhancing Cybersecurity Threat Detection with ChatGPT

Lecture 21 Threat Intelligence Analysis Overview

Lecture 22 Threat Intelligence Analysis Lifecycle and Defense

Lecture 23 Threat Intelligence Analysis with ChatGPT

Lecture 24 Lab: Threat Intelligence Analysis using ChatGPT

Section 6: Modern Malware Warfare: AI-Powered Detection for PC

Lecture 25 The Malware Menace: Traditional Threats Meet AI Innovations

Lecture 26 The Lifecycle of Malware: From Infiltration to Detection

Lecture 27 Advanced AI-driven Malware Detection: Internals

Lecture 28 Implementation of PC Malware Detection using AI

Lecture 29 Lab: PC Malware Detection using AI

Section 7: AI's Shield: Decoding & Defending Against Zero-Day Vulnerabilities

Lecture 30 Zero-Day Vulnerability Concept

Lecture 31 Zero-Day Vulnerability Lifecycle

Lecture 32 Zero-Day Protection Measures

Lecture 33 Harnessing AI for Zero-Day Vulnerability Detection

Lecture 34 Adaptive Zero-Day Attack Detection using AI : Proactive Threat Identification

Lecture 35 Implementation of Zero-Day Vulnerability Detection using AI

Lecture 36 Lab: Zero-Day Vulnerability Detector using AI & One Hot Encoding

Anyone who want to enhance skills in cyber security threat detection using ML and AI,Any people who want to create added value to their cyber security business by using powerful Machine Learning, Artificial Intelligence and Deep Learning tools.,AI experts who want to expand on the field of cyber security applications.,Anyone passionate about developing Machine Learning, Deep Learning, NLP and Artificial Intelligence based cyber security applications,Any one who want to start or pursue career in AI based Cyber Security.,Any one who are not comfortable with coding but interested in Machine Learning, Deep Learning, Artificial Intelligence and apply it in cyber security field.,Any one who are not satisfied with their job, but want to become AI Cyber Security Expert