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Checked by:
Category:
Language:
English
Total Size:
3.8 GB
Info Hash:
BD0E634472FECB9EE7DC09B14743C556364FB103
Added By:
Added:
Jan. 11, 2024, 4:47 p.m.
Stats:
|
(Last updated: May 6, 2025, 2 p.m.)
| File | Size |
|---|---|
| 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 |
Name
DL
Uploader
Size
S/L
Added
-
310.8 MB
[36
/
14]
2023-06-02
| Uploaded by Cristie | Size 310.8 MB | Health [ 36 /14 ] | Added 2023-06-02 |
-
22.1 MB
[0
/
1]
2023-06-23
| Uploaded by FreeCourseWeb | Size 22.1 MB | Health [ 0 /1 ] | Added 2023-06-23 |
-
944.3 KB
[9
/
1]
2023-07-01
| Uploaded by FreeCourseWeb | Size 944.3 KB | Health [ 9 /1 ] | Added 2023-07-01 |
NOTE
SOURCE: Artificial Intelligence and ChatGPT for Cyber Security 2024 DevCourseWeb
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