Build 3 Network Apps with Python and Machine Learning
What you'll learn
- A CERTIFICATE of COMPLETION is included at the end of the course.
- You are going to learn Python from scratch, in an organized, easy-to-understand, hands-on fashion.
- You are going to learn to read, write and manipulate dataframes and files using the Pandas library.
- You will learn how to scan network devices and services using Nmap and the Nmap Scripting Engine (NSE).
- You are going to build, test and download a Network Vulnerability detection application with Python.
- You are going to build, test and download a Machine Learning app to analyze network vulnerabilities.
- You are going to build, test and download a Machine Learning app to analyze network traffic captures.
Requirements
- No prior Python knowledge is required! This course teaches you everything, from scratch.
- You should already be familiar with networking concepts such as TCP, UDP, SSH, LAN, etc.
- 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.
Description
Python and Machine Learning course designed for Network Engineers
10+ hours of video content and over 20 downloadable resources
Learn Python from scratch and download additional PDF resources
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
You have my full support. I am answering questions in less than 24hrs
Udemy Bestselling Instructor with thousands of amazing 5* reviews
Over 100,000+ satisfied students across several e-learning platforms
CERTIFICATE of COMPLETION is also included at the end of the course
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 which are relevant to the networking industry, and then you're going to build 3 network applications.
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 - Extra 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!
You are covered by a 30-days money back guarantee, full refund, no questions asked.
Once enrolled, you have unlimited, 24/7, lifetime access to the course from any device.
You will benefit from my full support regarding any question related to the course content.
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!
Who this course is for:
- Network Administrators, Network Engineers, Network Managers, Systems Engineers.
- Network Quality Assurance Engineers, Network Analysts, Network Security Engineers.
- Python Developers Who Want to Apply Their Knowledge in Network Automation.
- Any other kind of IT or Networking geeks are welcome, as well.
Instructor
- 4.5 Instructor Rating
- 12,724 Reviews
- 109,480 Students
- 7 Courses
Hi,
My name is Mihai and I am a Network Engineer, Python Programmer and a Cybersecurity enthusiast.
I have a BS degree in Telecommunications and Information Technology from University Politehnica of Bucharest, Romania and also the CCNP, CCNA, CCDA, JNCIA and ISTQB CTFL certifications.
What are my credentials?
▪ 15+ years experience in IT, Networking and QA Engineering.
▪ Used Python vastly in Network Automation and Test Automation.
▪ Certified professional: Cisco, Juniper and ISTQB certifications.
▪ Teaching courses on Udemy and other platforms since 2015.
▪ 100,000+ satisfied students, 4.6 / 5 average course rating.
What are my students saying about the kind of courses I create?
• "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.
• "I can say this man is going on smoothly and perfectly, explaining in the most empirical/foundational way." by Kolapo A.
I am constantly improving my content and teaching methods, providing my students with the best learning experience possible, helping thousands to take the next step in their careers.
I'll see you inside the courses!