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🌐 Cybersecurity Specialization (EduQual UK – RQF Level 4, 5 & 6 | 360…

- - - - Supervised Learning
      - Unsupervised Learning
      - Reinforcement Learning
      - Feature Engineering
      - Data Normalization
      - Model Evaluation
      - AI Ethics
    - - AI Threat Detection
      - AI-based IDS
      - AI-based IPS
      - AI Firewall
      - AI Log Analysis
      - AI Behavioral Analytics
      - AI UEBA
      - AI SOC Assistant
      - AI Incident Prioritization
    - - Python
      - Pandas
      - NumPy
      - Scikit-Learn
      - TensorFlow
      - PyTorch
      - Jupyter Notebook
      - Feature Stores
    - - Malicious URL Detection
      - Malware Classification
      - Spam Detection
      - Log Classification
      - Phishing Detection
      - Ransomware Prediction
      - Insider Threat Detection
  - - - Elastic SIEM
      - Wazuh
      - Splunk
      - Microsoft Sentinel
      - QRadar
      - Graylog
    - - Shuffle
      - TheHive
      - Cortex
      - StackStorm
      - Tines
      - n8n
    - - Sigma Rules
      - YARA Rules
      - Suricata Rules
      - Snort Rules
      - Elastic Detection Rules
      - MITRE ATT&CK Mapping
      - ATT&CK Navigator
    - - Python
      - Bash
      - PowerShell
      - Ansible
      - REST API
      - Webhooks
      - Event-Driven Response