I'm a self-taught Python programmer passionate about machine learning, deep learning, and anything else that involves data; I'm also enthused about cybersecurity and web scraping.
My full name is Abdeladim Fadheli, where Abdou is the short version, and Rockikz is my pseudonym; you can call me Abdou =)
I've been programming for over 6 years. I learned Python, and I guess I'm stuck here forever. I founded this free educational site to share my humble knowledge and progress in learning anything I find interesting in Python.
If you have any inquiries, don't hesitate to contact me here.
Learn how to build a CRUD Book store app using Django web framework and Bootstrap, with the ability to create, read, update, and delete books with ease.
Learn how to make an interactive plot that shows the temperatures forecast in a given city with matplotlib and requests libraries in Python.
Learn how to make a password generator in Python with the ability to choose the length of each character type using the built-in random, string and argparse modules.
Learn how to build a simple dictionary application using Django web framework and PyDictionary library in Python.
Learn how to replace text in Word document files (.docx) using python-docx library in Python.
Learn how to combine psutil and Scapy libraries to make a network traffic monitor per network interface and per process in Python
Learn how you can perform K-Fold cross validation technique using the scikit-learn library in Python.
Learn the importance of dropout regularization and how to apply it in PyTorch Deep learning framework in Python.
Learn how you can perform named entity recognition using HuggingFace Transformers and spaCy libraries in Python.
Learn how you can make a DHCP listener by sniffing DHCP packets in the network using the Scapy library in Python.
Learn how to perform data analysis and make predictive models to predict customer churn effectively in Python using sklearn, seaborn and more.
Learn how you can make interactive HTML tables with pagination, sorting and searching just from a pandas dataframe using pandas and jQuery data tables in Python.
Learn how to build a model that is able to detect fraudulent credit card transactions with high accuracy, recall and F1 score using Scikit-learn in Python.
Learn how you can inject Javascript, HTML or CSS to HTTP response packets in a spoofed network using Scapy and NetfilterQueue in Python.
Exploring the fake news dataset, performing data analysis such as word clouds and ngrams, and fine-tuning BERT transformer to build a fake news detector in Python using transformers library.
Learn how you to make a MAC address changer in Windows and Linux using the subprocess module in Python.