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Python for Cybersecurity

Edrick Goad

Python for Cybersecurity is an introductory Python scripting course, designed for individuals who have no prior scripting experience. With a specific focus on cybersecurity topics, several Python scripts are created and reviewed to showcase the power, flexibility, and ease of use for using Python.

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Python for Cybersecurity is an introductory Python scripting course, designed for individuals who have no prior scripting experience. With a specific focus on cybersecurity topics, several Python scripts are created and reviewed to showcase the power, flexibility, and ease of use for using Python.

This course is designed with a learn by doing approach that focuses on creation of fully functional scripts. Instead of being stuck learning the details of the programming or scripting language to create the "optimal" solution, we focus on "what works" instead. Once complete, we can then extend what we have to build bigger and better solutions

We will introduce the basic concepts of Python and how it can be used to facilitate cybersecurity initiatives. Additionally, we will introduce other tools such as Microsoft Visual Studio Code, Git and GitHub, various Linux commands, and Postman.

Included in this course:

  • Introduction to Python

  • Introduction to scripting related tools

  • Using Python to perform network scans

  • Using Python for cryptography and encryption

  • Understanding how passwords are stored and how insecure passwords can be guessed

  • Introduction to web-based APIs and RESTful transactions

  • Using APIs with a cybersecurity focus

This course is specifically designed to be completed on the Raspberry PI 4 single board computer. However, it can also be completed on a Windows, Linux, or Apple computer.

Enroll now

What's inside

Learning objectives

  • Introduction to python
  • Introduction to scripting related tools
  • Performing network scans using python
  • Introduction to using apis
  • Using cybersecurity related apis
  • Encryption basics

Syllabus

Introduction to Python and our tools
Introduction
Introduction to Raspberry Pi
Why Python
Read more
Installation and setup of tools for this course
Installing the Raspberry Pi
Installing Visual Studio Code
Setup GitHub
Setup Windows environment -- Optional
Setup environment and GitHub
Utilize Python interactively, in scripts, and via the debugger
Interactive Python
Variables in Python
Hello World
Debugging Python scripts
Additional Debugging of Python code
Use modules, conditionals, loops, and functions
Importing modules / libraries
Using the "os" module to ping
First ping script
Using conditionals
Conditionals
A portable ping script
Using Loops
Loops
Pinging multiple targets
Creating and using Functions
Creating Functions
Writing to files
Writing Files
Reading from files
Reading files
Alternative method of pinging
Use basic encryption tools
Caeser Cipher and the ASCII table
ROT13
Create ROT13 Python script
Pseudo Encryption - Base64 encoding
Why you shouldn't create your own encryption scheme\
Using Python Encryption Libraries
Create encryption using Python Libraries
Understand how passwords are stored and how to "guess" them
How passwords are stored
Hashing passwords in Linux
Performing a Dictionary Attack
Hack passwords using a Dictionary
Performing a Brute-Force Attack
Brute-Force a password
Understand how to use APIs to extend our code capabilities
Introduction to APIs
People in space API
JSON
Accessing the GitHub API
Storing API passwords/keys/tokens
Dad jokes API
How to use various Cybersecurity related APIs
Ensuring you have a secure password - Postman
Ensuring you have a secure password - Python
Scanning for viruses - API
Scanning for viruses - Postman
Scanning for viruses - Python
Finding Cybersecurity related APIs

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Develops Python scripting skills, which are foundational for cybersecurity initiatives
Provides a hands-on approach to learning cybersecurity concepts through Python scripting
Introduces essential cybersecurity tools such as Microsoft Visual Studio Code, Git, GitHub, and Postman
Focuses on practical applications of Python for cybersecurity tasks such as network scanning, cryptography, and API utilization
Emphasizes the importance of secure password management and explores password cracking techniques
Designed specifically for the Raspberry Pi 4 single board computer, but can also be completed on various operating systems

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Reviews summary

Python course for cybersecurity

Learners say that this course on Python for Cybersecurity is well received and provides engaging assignments. The knowledgeable and easy to understand instructor presents thorough course with lots of useful information. Previous students found the content to be easy to understand and mentioned that it was very interesting.
Learners described the course as easy to understand for both beginners and experienced learners.
"Easy to understand for beginners. Well-structured. Thank you Sal."
"What I like the most is that the instructor goes directly into coding working apps."
"Great course, i really enjoyed it! I'm so excited to get started now! Thank you"
"I like the way the course is set up. I've found the topics easy to remember so far"
"this is absolutely great! I am a total beginner and the explanations are great to understand the tarot clearly!"
Learners found the course to be engaging and interesting.
"It’s very engaging so far"
"Easy to listen to and engaging"
"Very interesting course"
"very interesting and very well presented"
"Very interesting. Already learned alot"
"very interesting, easy to follow, easy to understand. Very enjoyable thank you!"
Thorough course with lots of useful information.
"Thorough course with lots of useful information."
"Very informative and great fit for me.Course was clearly presented as I am new to online learning."
"Very informative and elaborate description of each and every module. Would need quite some hands on to implement the learning"
"I love this long course, less things to read and many lectures as videos. I think she has experience as a teacher, she can teach well. She talks widely about each card."
"This course was very honest, informative and well planned. As a nurse it was my intention to implement this modality to help comfort my patients post operatively. Thank you for making obtaining a new skill so accessible!"
Instructor is knowledgeable and makes complex concepts easy to understand.
"knowledgeable and easy to understand"
"Very clearly explained"
"awesome I've learnt so much so far not just about tarot but about how i connect to it"
"The instructor is GREAT!!!"
"The course is so detailed and informative it felt like i was doing the massage practically. The lecturer was amazing"
"Love the way he presents it, very clear,just love to listen how he explains, can't wait to learn more - great educator!!"
A few learners mentioned that some of the materials were outdated.
"I would be nice to add a chapter about LangFlow, its an awesome tool."
"Contents were good. However, there are some outdated codes which do not functional anymore. Needs to be updated."
"could have been better not just using the same video for sections 3 & 4 an update should be done to make this better, it is the same material back to back."
"Following the lessons are difficult since some of the packages are outdated and he doesn't even tell us which version we should use. In addition to this, we need to buy api credits of platforms proxyycurl etc. As I follow the course I get the concept better."

Activities

Coming soon We're preparing activities for Python for Cybersecurity. These are activities you can do either before, during, or after a course.

Career center

Learners who complete Python for Cybersecurity will develop knowledge and skills that may be useful to these careers:
Artificial Intelligence Engineer
Artificial Intelligence Engineers develop and implement AI solutions. This course may be useful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding and developing AI-powered cybersecurity solutions. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for building and deploying secure AI systems.
Data Scientist
Data Scientists analyze data to identify patterns and trends. This course may be useful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding and analyzing cybersecurity data. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for collecting and interpreting cybersecurity data to detect and respond to cyber threats.
Blockchain Developer
Blockchain Developers build and maintain decentralized applications based on blockchain technology. This course may be useful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding and developing secure blockchain applications. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for securing blockchain networks and applications.
DevSecOps Engineer
DevSecOps Engineers integrate security into the software development process. This course may be useful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding and implementing DevSecOps practices. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for building and deploying secure software.
Cloud Security Engineer
Cloud Security Engineers design and implement security measures for cloud computing environments. This course may be useful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding and implementing cloud security solutions. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for securing cloud infrastructures and applications.
Malware Analyst
Malware Analysts analyze malicious software to understand its behavior and develop countermeasures. This course may be useful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding and analyzing malware. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for identifying and analyzing malicious code and developing defenses against it.
Incident Responder
Incident Responders handle cybersecurity incidents and restore systems to normal operation. This course may be useful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding and responding to cybersecurity incidents. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for investigating and remediating cyberattacks.
Penetration Tester
Penetration Testers identify vulnerabilities in computer systems and networks by simulating cyberattacks. This course may be useful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding and performing penetration testing. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for identifying vulnerabilities and exploiting them in a controlled and ethical manner.
Computer Forensics Analyst
Computer Forensics Analysts investigate cybercrimes and collect evidence from computers and other digital devices. This course may be useful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding and performing computer forensics investigations. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for acquiring and analyzing digital evidence in a forensically sound manner.
Security Analyst
Security Analysts monitor and analyze security data to identify and respond to cyber threats. This course may be useful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding and analyzing security data. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for collecting and interpreting security data to detect and respond to cyberattacks.
Cybersecurity Architect
Cybersecurity Architects design and implement security solutions for organizations. This course may be useful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding and designing cybersecurity architectures. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for designing and implementing secure network infrastructures.
Security Consultant
Security Consultants advise organizations on how to protect their information and systems from cyber threats. This course may be useful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding cybersecurity best practices and their implementation. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for assessing and advising on cybersecurity risks and solutions.
Ethical Hacker
Ethical Hackers use their skills to identify vulnerabilities in computer systems and networks before malicious actors can exploit them. This course may be useful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding ethical hacking techniques. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for identifying and exploiting vulnerabilities in a controlled and ethical manner.
Cybersecurity Engineer
Cybersecurity Engineers are responsible for designing, implementing, and maintaining security measures to protect computer networks and systems. This course may be helpful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding and implementing cybersecurity solutions. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for securing networks and systems from cyberattacks.
Information Security Analyst
An Information Security Analyst helps protect a company's critical systems and data from cyberattacks. This course may be useful in teaching you the basics of Python scripting and its applications in cybersecurity, providing a foundation for understanding cybersecurity principles and their implementation. It covers topics such as network scanning, encryption, password security, and API usage, which are essential for understanding and defending against cyber threats.

Reading list

We've selected 11 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Python for Cybersecurity.
Covers the fundamentals of Python programming, including data types, variables, control flow, functions, and object-oriented programming. Provides hands-on projects to reinforce learning.
Covers memory forensics techniques for detecting malware and threats. Provides practical guidance on acquiring and analyzing memory dumps from various operating systems.
Covers network security assessment techniques, including vulnerability scanning, penetration testing, and intrusion detection. Provides practical guidance on identifying and mitigating security risks.
Introduces Python through practical projects, focusing on automating tasks and working with web data. Assumes no prior programming experience.
Provides a comprehensive overview of cloud security, covering topics such as cloud architecture, security controls, and compliance. Essential reading for professionals working with cloud computing.
Provides a comprehensive overview of cryptography, including encryption algorithms, hash functions, and digital signatures. Explains the mathematical concepts behind cryptography and their practical applications.
Covers advanced topics in hacking, such as vulnerability assessment, penetration testing, and malware analysis. Provides insights into the mindset and techniques of attackers.
Provides a comprehensive overview of data analysis techniques using Python, including data manipulation, visualization, and machine learning.

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