its352

online materials and references

Youtube channel

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Prerequisite

In this course, we will create virtual machines with Ubuntu LTS image and Windows Server image, all needed software will be installed in the virtual machines. To be ready for this course, you need to have

• Hardware
  • A laptop or desktop computer with >= 8GB ram, one free USB 3.0+ port
  • A USB 3.0+ Flash drive or external SSD with size >= 256GB, for example:
    • USB 3.0+ Flash drive
      • Samsung BAR Plus 256GB - 300MB/s USB 3.1 Flash Drive Titan Gray (MUF-256BE4/AM)
      • SanDisk 256GB Extreme PRO USB 3.1 Solid State Flash Drive - SDCZ880-256G-G46
    • USB 3.0+ External SSD
      • SanDisk 500GB Extreme Portable External SSD - Up to 550MB/s - USB-C, USB 3.1 - SDSSDE60-500G-G25
      • Samsung (MU-PA500B/AM)T5 Portable SSD - 500GB - USB 3.1 External SSD , Blue
• Operating system
  • Window 7+
  • Ubuntu 18.04 LTS+
• Software
  • VirtualBox

Reference textbooks

• Site Reliability Engineering
  • SRE - Site Reliability Engineering books
    • The Site Reliability Workbook
    • Site Reliability Engineering
  • 20 Essential Books for Site Reliability Engineers
• Development Operations
• DevOps
  • Practice of System and Network Administration
  • Agile Application Lifecycle Management: Using DevOps to Drive Process Improvement
  • DevOps: A Software Architect's Perspective
  • Practice of Cloud System Administration
  • DevOps Troubleshooting: Linux Server Best Practices
• Data Science in Ops
  • Data Science for Business
  • Data Mining
  • Cracking Python Bootcamp
  • Python Data Science Handbook
    • PythonDataScienceHandbook
  • Deep Learning
  • deep-learning-book
  • Mathematics for Machine Learning
    • Mathematics for Machine Learning
• Disaster Recovery and Management
  • Guide to Disaster Recovery, 1st
  • Management of Information Security, 6th
  • Assessing and Managing Security Risk in IT Systems A Structured Methodology
  • Managing Risk in Information Systems, 2nd Edition
• Reliability Engineering
  • Reliability Engineering

Online courses

• Advanced Network Management
  • Materials
  • Outline
• MIT 6.S191 Introduction to Deep Learning

Online tools

• Five free and reliable cloning tools
• 5 Free Disk Imaging/Cloning Utilities for Windows
• Build custom Windows 10 PE
• Four tools for File Carving in forensic analysi
• Digital forensic images
• bulk_extractor
• Weka: The workbench for machine learning