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mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:4.17 GB

Files Included :

1  Welcome To The Course!.mp4 (107.51 MB)
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2  How To Follow This Course.mp4 (49.14 MB)
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1  Evolution Of Cyber Security.mp4 (104.77 MB)
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2  Categories Of Cyber Attacks.mp4 (117.55 MB)
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3  Security Policies and Procedures.mp4 (73.06 MB)
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4  Cyber Security Tools and Technologies.mp4 (119.72 MB)
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5  Understanding Cyber Security Certifications.mp4 (56.26 MB)
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6  Cyber Security Best Practices.mp4 (76.71 MB)
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1  What Is Machine Learning.mp4 (60.84 MB)
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2  Types Of Machine Learning.mp4 (67.75 MB)
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3  ANI vs AGI vs ASI.mp4 (39.72 MB)
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4  Artificial Intelligence Terminology.mp4 (54.65 MB)
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10  [AP] Exercise Finding patterns in log files.mp4 (3.11 MB)
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11  [AP] Exercise Solution.mp4 (66.77 MB)
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12  [AP] How to protect personal and company data when using ChatGPT.mp4 (24.06 MB)
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2  [AP] What is Prompt Engineering in Generative AI.mp4 (30.89 MB)
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3  [AP] How to use Few Shot Prompting to achieve better ChatGPT responses.mp4 (29.91 MB)
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4  [AP] Using Chain Of Thought Prompting to get more detailed and quality response.mp4 (35.74 MB)
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5  [AP] Exercise Analyzing log files with ChatGPT4.mp4 (7.48 MB)
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6  [AP] Exercise Solution.mp4 (9.73 MB)
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7  [AP] How to create Custom Instructions.mp4 (22.5 MB)
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8  [AP] How to use Generative AI for data summerization.mp4 (17.35 MB)
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9  [AP] Advanced ChatGPT Techniques.mp4 (67.58 MB)
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2  [AT] What Is Social Engineering.mp4 (105.69 MB)
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3  [APT] Voice Cloning With ElevenLabs.mp4 (50.75 MB)
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4  [APT] AI Voice Generating With Resemble.mp4 (9.48 MB)
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5  [APT] Creating Deepfakes With D-ID.mp4 (40.2 MB)
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6  [APT] Using ChatGPT To Write Emails In My Style.mp4 (20.13 MB)
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7  [APT] How To Recognize These Type Of Scams.mp4 (89.31 MB)
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2  [AT] What are AI Based SIEM Systems.mp4 (93.93 MB)
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3  [AT] Is there a Firewall With AI.mp4 (82.59 MB)
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4  [AT] How to use AI for Email Filtering.mp4 (66.12 MB)
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5  [AT] AI In Identity And Access Management.mp4 (94.87 MB)
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6  [AT] IDSIPS With AI.mp4 (119.24 MB)
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10  [AP] How to clean and prepare text data for AIML.mp4 (58.09 MB)
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11  [AP] How to transform email data from text to numbers - Vectorization.mp4 (79.49 MB)
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12  [AP] Intuition lecture K Nearest Neighbors (KNN) algorithm.mp4 (93.74 MB)
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13  [AP] Training KNN algorithm to detect spam emails.mp4 (44.43 MB)
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14  [AP] Creating Spam Detection system using OpenAI API and GPT-4.mp4 (103.02 MB)
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2  [AT] Introduction To Email Security And Filtering.mp4 (89.45 MB)
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3  [AT] What Are Spam Filters And How Do They Work.mp4 (88.42 MB)
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4  [AP] Google Collab.mp4 (20.87 MB)
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5  [AP] How to create a copy of a workbook.mp4 (7.29 MB)
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6  [AP] Introduction to the Email Spam detection AI system.mp4 (20 MB)
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7  [AP] How to load data and work with different data source files.mp4 (56.76 MB)
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8  [AP] Analyzing email spam dataset.mp4 (93.32 MB)
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9  [AP] How to analyze and work with text data.mp4 (50 MB)
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2  [AT] What is Phishing in the cyber-world.mp4 (46.82 MB)
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3  [AT] How To Recognize And Prevent Phishing Attacks.mp4 (67.97 MB)
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4  [AP] Loading and understanding Phishing dataset.mp4 (54.52 MB)
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5  [AP] Analyzing Phishing data.mp4 (48.72 MB)
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6  [AP] Preparing dataset for machine learningAI.mp4 (13.61 MB)
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7  [AP] Intuition lecture Decision Trees algorithm.mp4 (62.56 MB)
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8  [AP] Training Random Forest Algorithm to recognize Phishing websites.mp4 (16.74 MB)
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9  [AP] How to check the AI system performance - Precision and Recall.mp4 (71.4 MB)
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2  [AT] Introduction To Network Security.mp4 (139.13 MB)
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3  [AP] Understanding Network Anomaly dataset.mp4 (75.59 MB)
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4  [AP] Preparing network anomaly dataset - part 1.mp4 (55.94 MB)
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5  [AP] Preparing network anomaly dataset - part 2.mp4 (69.8 MB)
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6  [AP] Intuition lecture Logistic Regression algorithm.mp4 (57.25 MB)
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7  [AP] Training Logistic Regression For Network Monitoring.mp4 (23.42 MB)
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8  [AP] How to improve an MLAI algorithm - Hyperparameter Optimization.mp4 (38.57 MB)
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2  [AT] What Is Malware & Different Types Of Malware.mp4 (80.94 MB)
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3  [AT] How Traditional Systems For Malware Detection work.mp4 (96.01 MB)
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4  [AP] Loading and analyzing Malware Dataset.mp4 (28.12 MB)
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5  [AP] Preparing Malware Dataset for MLAI.mp4 (47.21 MB)
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6  [AP] Training Machine Learning based Malware detection system.mp4 (24.49 MB)
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7  [AP] How to save the best performing Malware Detection Model for later reuse.mp4 (22.58 MB)
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2  [AT] What is Data Poisoning.mp4 (72.64 MB)
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3  [AT] What is Data Bias.mp4 (61.38 MB)
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4  [AT] What are general AI Model Vulnerabilities.mp4 (103.04 MB)
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5  [AT] What are Ethical Concerns that all of us have.mp4 (67.47 MB)
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