Build 3 Network Applications with Python and Machine Learning

Learn Python from SCRATCH! Build 3 Network Applications using Python, Nmap, Pandas, Matplotlib and Machine Learning. Full Python Apps Included!

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  • Python and Machine Learning course designed for Network Engineers
  • 10+ hours of video content and over 20 downloadable resources
  • Learn Python from scratch: Data Types, Functions, File Operations
  • Learn how to use the Pandas library for data and file manipulation
  • Use Nmap and the Nmap Scripting Engine for scanning the network
  • Build and download a Network Vulnerability detection app with Python
  • Build and download a Machine Learning app to analyze vulnerabilities
  • Build and download a Machine Learning app to analyze traffic captures
  • Over 100,000+ satisfied students across several e-learning platforms

What others have to say about my Python courses?

Before you read what I have to say, see what my students are saying about my courses:

  • "What an incredible value and learning experience!" by Sean A.
  • "Excellent material. Kudos to a great instructor with a vast level of creativity." by Anthony W.
  • "This man is going on smoothly and perfectly, explaining in the most empirical way." by Kolapo A.

What's this course all about?

Python programming and Machine Learning course aimed at Network Professionals: Network Engineers, Network Admins and Security Engineers having little or no experience in Python coding, network automation and ML, but a great desire to start learning Python from scratch and implement new technologies in their network environments.

This 100% hands-on training takes you from "Hello World!" to building 3 network applications with Python, Pandas, Matplotlib, Nmap and Machine Learning in no time.

You will learn Python, Pandas and Machine Learning concepts that are relevant to the networking industry, and then you're going to build 3 network applications from scratch.


"So far it's the best Python-for-network-engineer course I have ever attended, fundamental topics are well demonstrated and explained, I strongly recommend this course to any network engineers who want to master Python in a relatively short period of time." by Parry W.


Here are some highlights from this course:

  • Python - Variables. Data Types. Keywords
  • Python - Strings. String Operations
  • Python - Numbers. Numeric Operations
  • Python - Booleans. Boolean Operations
  • Python - Lists. List Operations
  • Python - Sets. Set Operations
  • Python - Tuples. Tuple Operations
  • Python - Ranges. Range Operations
  • Python - Dictionaries. Dictionary Operations
  • Python - If-Elif-Else Conditionals
  • Python - For-Else Loops
  • Python - While-Else Loops
  • Python - List-Set-Dictionary Comprehensions
  • Python - Break. Continue. Pass
  • Python - Try. Except. Else. Finally
  • Python - Functions. Parameters. Arguments
  • Python - Namespaces. Modules
  • Python - File Operations
  • Python - Regular Expressions
  • Python - Special Functions
  • DOWNLOAD - Regular Expressions Notebook
  • DOWNLOAD - Python Primer Notebook
  • Pandas - Introduction. Basic Operations
  • Pandas - Intermediate to Advanced
  • Pandas - Handling CSV Files with Pandas
  • Pandas - Data Visualization with Matplotlib
  • DOWNLOAD - Pandas Notebook
  • NMAP - Introduction to NMAP Scanning
  • NMAP - The World of NMAP NSE Scripts
  • DOWNLOAD - NMAP Notebook
  • UNSUPERVISED ML - Introduction to Machine Learning
  • UNSUPERVISED ML - K-Means Clustering Basics
  • APPLICATION 1 - Network Vulnerability Map with Python & Nmap
  • APPLICATION 2 - Vulnerability Data Analysis with Machine Learning
  • APPLICATION 3 - Network Traffic Analysis with Machine Learning
  • SUPERVISED ML - Decision Trees and Random Forest
  • SUPERVISED ML - Bonus APPLICATION and Examples

"The instructor seems to touch all the basis in a logical and methodical way while providing examples and explanations. I can only conclude the instructor is a professional educator who spent considerable time structuring and organizing the course. The result is evident. THIS IS A GREAT WAY TO LEARN PYTHON!" by Larry L.


Important information before you enroll!

  • Once enrolled, you have unlimited, 24/7, lifetime access to the course.
  • You will have instant and free access to any future course updates.
  • You will benefit from my full support regarding any question.
  • You are covered by a 30-days money back guarantee.

I strongly encourage you to boost your Network Engineering skills using the amazing power of Python and Machine Learning, and take your job and career one step further!

Enroll now and I'll see you in the first lecture!


GNS3 Academy Curriculum


  SECTION 2: Learning Python From Scratch
Available in days
days after you enroll

Your GNS3 Academy Instructor


Mihai Catalin Teodosiu
Mihai Catalin Teodosiu

Frequently Asked Questions


When does the course start and finish?
The course starts now and never ends! It is a completely self-paced online course - you decide when you start and when you finish.
How long do I have access to the course?
How does lifetime access sound? After enrolling, you have unlimited access to this course for as long as you like - across any and all devices you own.
What if I am unhappy with the course?
We would never want you to be unhappy! If you are unsatisfied with your purchase, contact us in the first 30 days and we will give you a full refund.
Do I need to know Python to take this course?
Short answer: No. No prior Python knowledge is required. This course teaches you everything, from scratch.
What level of networking knowledge do I need for this course?
You should be familiar with networking concepts such as TCP, UDP, SSH, LAN, etc., so you don't need to be a CCIE to attend this course.
Do I need to purchase any paid software to go through this course?
No. You are going to use only free software throughout the course: Python, VirtualBox, Linux. All you need is a decent PC or laptop with at least 16GB RAM and an Internet connection.
Who is this course designed for?
Network Administrators, Network Engineers, Network Managers, Systems Engineers, Network Quality Assurance Engineers, Network Analysts, Network Security Engineers. Also, Python developers who want to apply their knowledge in network automation can benefit from this course. Any other kind of IT or Networking geeks are welcome, as well.

Get started now!