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Artificial Intelligence and ChatGPT for Cyber Security 2024 DevCourseWeb

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Language:

English

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Other

Size:

3.8 GB

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Jan. 11, 2024, 4:47 p.m.

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Files:

Get Bonus Downloads Here.url 182 bytes
1. How To Follow This Course .mp4 49.2 MB
2. [AP] Google Collab.mp4 20.9 MB
3. [AP] How to create a copy of a workbook.mp4 7.3 MB
1. Thanks For Watching The Course!.html 204 bytes
1. Evolution Of Cyber Security.mp4 104.8 MB
2. Categories Of Cyber Attacks.mp4 117.5 MB
3. Security Policies and Procedures.mp4 73.1 MB
4. Cyber Security Tools and Technologies.mp4 119.7 MB
5. Understanding Cyber Security Certifications.mp4 56.3 MB
6. Cyber Security Best Practices.mp4 76.7 MB
1. What, Why, How Of This Section.html 1.2 KB
10. [AP] Exercise Finding patterns in log files.mp4 3.1 MB
10.1 log_sec_cyber.txt 58.7 KB
11. [AP] Exercise Solution.mp4 66.8 MB
12. [AP] How to protect personal and company data when using ChatGPT.mp4 24.1 MB
2. [AP] What is Prompt Engineering in Generative AI.mp4 30.9 MB
2.1 Introduction to Prompt Engineering.pdf 28.1 KB
3. [AP] How to use Few Shot Prompting to achieve better ChatGPT responses.mp4 29.9 MB
3.1 Few shot prompting.pdf 32.4 KB
4. [AP] Using Chain Of Thought Prompting to get more detailed and quality response.mp4 35.8 MB
4.1 Chain of though prompting.pdf 30.8 KB
5. [AP] Exercise Analyzing log files with ChatGPT4.mp4 7.5 MB
5.1 cybersecurity_logs.txt 371 bytes
6. [AP] Exercise Solution.mp4 9.7 MB
7. [AP] How to create Custom Instructions.mp4 22.5 MB
7.1 Introduction to Prompt Engineering.pdf 28.1 KB
8. [AP] How to use Generative AI for data summerization.mp4 17.3 MB
9. [AP] Advanced ChatGPT Techniques.mp4 67.6 MB
1. What, Why, How Of This Section.html 1018 bytes
2. [AT] What Is Social Engineering .mp4 105.7 MB
3. [APT] Voice Cloning With ElevenLabs.mp4 50.8 MB
3.1 ElevenLabs AI.html 83 bytes
4. [APT] AI Voice Generating With Resemble.mp4 9.5 MB
4.1 Resemble AI.html 85 bytes
5. [APT] Creating Deepfakes With D-ID.mp4 40.2 MB
5.1 D-ID.html 82 bytes
6. [APT] Using ChatGPT To Write Emails In My Style.mp4 20.1 MB
6.1 S3L5 - Writing Emails in style of....txt 1012 bytes
7. [APT] How To Recognize These Type Of Scams.mp4 89.3 MB
8. Quiz.html 166 bytes
1. What, Why, How Of This Section.html 1.3 KB
2. [AT] What are AI Based SIEM Systems.mp4 93.9 MB
3. [AT] Is there a Firewall With AI.mp4 82.6 MB
4. [AT] How to use AI for Email Filtering.mp4 66.1 MB
5. [AT] AI In Identity And Access Management.mp4 94.9 MB
6. [AT] IDSIPS With AI.mp4 119.2 MB
7. Quiz.html 166 bytes
1. What, Why, How Of This Section.html 1.3 KB
10. [AP] Intuition lecture K Nearest Neighbors (KNN) algorithm.mp4 93.8 MB
11. [AP] Training KNN algorithm to detect spam emails.mp4 44.4 MB
12. [AP] Creating Spam Detection system using OpenAI API and GPT-4.mp4 103.0 MB
12.1 API Docs.html 102 bytes
12.2 OpenAI API Blog.html 95 bytes
12.3 OpenAI API Key dashboard.html 97 bytes
13. Quiz.html 166 bytes
2. [AT] Introduction To Email Security And Filtering.mp4 89.4 MB
3. [AT] What Are Spam Filters And How Do They Work .mp4 88.4 MB
4. [AP] Introduction to the Email Spam detection AI system.mp4 20.0 MB
4.1 Dataset.html 124 bytes
4.2 Download dataset without Kaggle account.html 143 bytes
4.3 Workbook.html 146 bytes
5. [AP] How to load data and work with different data source files.mp4 56.8 MB
6. [AP] Analyzing email spam dataset.mp4 93.3 MB
7. [AP] How to analyze and work with text data.mp4 50.0 MB
8. [AP] How to clean and prepare text data for AIML.mp4 58.1 MB
9. [AP] How to transform email data from text to numbers - Vectorization.mp4 79.5 MB
1. What, Why, How Of This Section.html 1.7 KB
10. Quiz.html 166 bytes
2. [AT] What is Phishing in the cyber-world.mp4 46.8 MB
3. [AT] How To Recognize And Prevent Phishing Attacks.mp4 68.0 MB
4. [AP] Loading and understanding Phishing dataset.mp4 54.5 MB
4.1 Dataset.html 143 bytes
4.2 Phishing_Legitimate_full 2.csv 1.3 MB
4.3 Workbook.html 146 bytes
5. [AP] Analyzing Phishing data.mp4 48.7 MB
6. [AP] Preparing dataset for machine learningAI.mp4 13.6 MB
7. [AP] Intuition lecture Decision Trees algorithm.mp4 62.6 MB
8. [AP] Training Random Forest Algorithm to recognize Phishing websites.mp4 16.7 MB
9. [AP] How to check the AI system performance - Precision and Recall.mp4 71.4 MB
1. What, Why, How Of This Section.html 1.0 KB
2. [AT] Introduction To Network Security.mp4 139.1 MB
3. [AP] Understanding Network Anomaly dataset.mp4 75.6 MB
3.1 Dataset - Kaggle.html 129 bytes
3.2 Test dataset - no Kaggle needed.html 143 bytes
3.3 Train dataset - no Kaggle needed.html 143 bytes
3.4 Workbook.html 146 bytes
4. [AP] Preparing network anomaly dataset - part 1.mp4 55.9 MB
5. [AP] Preparing network anomaly dataset - part 2.mp4 69.8 MB
6. [AP] Intuition lecture Logistic Regression algorithm.mp4 57.2 MB
7. [AP] Training Logistic Regression For Network Monitoring.mp4 23.4 MB
8. [AP] How to improve an MLAI algorithm - Hyperparameter Optimization.mp4 38.6 MB
9. Quiz.html 166 bytes
1. What, Why, How Of This Section.html 1.2 KB
2. [AT] What Is Malware & Different Types Of Malware.mp4 80.9 MB
3. [AT] How Traditional Systems For Malware Detection work.mp4 96.0 MB
4. [AP] Loading and analyzing Malware Dataset.mp4 28.1 MB
4.1 Dataset.html 120 bytes
4.2 Malware full dataset - no Kaggle account needed.html 143 bytes
4.3 Test dataset - no Kaggle account neede.html 143 bytes
4.4 Workbook.html 146 bytes
5. [AP] Preparing Malware Dataset for MLAI.mp4 47.2 MB
6. [AP] Training Machine Learning based Malware detection system.mp4 24.5 MB
7. [AP] How to save the best performing Malware Detection Model for later reuse.mp4 22.6 MB
8. Quiz.html 166 bytes
1. What, Why, How Of This Section.html 936 bytes
2. [AT] What is Data Poisoning.mp4 72.6 MB
3. [AT] What is Data Bias.mp4 61.4 MB
4. [AT] What are general AI Model Vulnerabilities.mp4 103.0 MB
5. [AT] What are Ethical Concerns that all of us have.mp4 67.5 MB
6. Quiz.html 166 bytes
Bonus Resources.txt 386 bytes

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