aDVANCED AI FOR CYBERSECURITY PROFESSIONALS

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Private Trainings​

Training Details

  • Training Length – 2 Days
  • Venue – Virtual / On-Site 

 What Will Students Learn 

  • Intro to Machine Learning – Supervised vs Unsupervised Learning
  • Applications of Linear Regression, Decision Trees, Random Forests, and Support Vector Machines (SVM)
  • Applications of K-Means Clustering and Principal Component Analysis (PCA)
  • Introduction to Pandas, scikit-learn, and statsmodel
  • Training, testing, and Validation Sets
  • Reducing Loss – Stochastic Gradient Descent, Learning Rate
  • Anomaly Detection using ML with labs
  • Credit Card Fraud detection using ML
  • Detecting Network Attacks using ML
  • Intro to Neural Networks and LLMs
  • How Large Language Models work?
  • Popular Open Source LLMs and their use cases
  • Security Challenges in LLM applications
  • Langchain agents
  • RAG and Fine-Tuning LLM models with Custom Data
  • LLamaIndex and Steamlit
  • Querying Multiple Data sources
  • Vector Indexes and Vector Databases
  • Building a full-stack AI app
  • Working with Extremely Large Datasets
  • Conclusion and Future of AI

Course Description

Advanced AI for Cybersecurity Professionals” is an immersive course tailored for cybersecurity practitioners aiming to elevate their expertise in leveraging cutting-edge AI technologies that can be applied to the field of CyberSecurity. Through a comprehensive curriculum, participants will explore the intricate intersections of machine learning, neural networks, large language models, and their applications in fortifying cybersecurity frameworks. From understanding diverse ML algorithms to harnessing the power of neural networks and LLM in threat detection, this course equips professionals with the knowledge and tools to proactively safeguard digital assets against evolving cyber threats. Students will also learn how to build their own AI security tools, automate their workflows through the use of AI.

Who Should Take This Course

  • This course is Ideal for cybersecurity analysts, AI enthusiasts, data scientists, and security researchers looking to master AI techniques for building AI Security tools, threat detection, vulnerability analysis, and proactive defense strategies.
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CONTACT US

Please share with us the project requirements and the goals you want to achieve,  and one of our sales representatives will contact you within one business day.

Our Location

51 Pleasant St # 843, Malden, MA, Middlesex, US, 02148

General and Business inquiries

contact@8ksec.io

Trainings

trainings@8ksec.io

Press

press@8ksec.io

Phone

+1(347)-4772-006

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