Python Code Tutorials
K-Fold Cross Validation using Scikit-Learn in Python
Learn how you can perform K-Fold cross validation technique using the scikit-learn library in Python.
Dimensionality Reduction: Feature Extraction using Scikit-learn in Python
Learn how to perform different dimensionality reduction using feature extraction methods such as PCA, KernelPCA, Truncated SVD, and more using Scikit-learn library in Python.
How to Make a Simple Math Quiz Game in Python
Learn how to make a simple math quiz game in Python utilizing the PyInputPlus module to verify the user input.
Dropout Regularization using PyTorch in Python
Learn the importance of dropout regularization and how to apply it in PyTorch Deep learning framework in Python.
Named Entity Recognition using Transformers and Spacy in Python
Learn how you can perform named entity recognition using HuggingFace Transformers and spaCy libraries in Python.
Logistic Regression using PyTorch in Python
Learn how to perform logistic regression algorithm using the PyTorch deep learning framework on a customer churn example dataset in Python.
How to Build a CRUD App with Flask and SQLAlchemy in Python
Learn how to create a CRUD application as a RESTful API using Flask and SQLAlchemy, making a Bookshop web application as a demonstration in Python.
Handling Imbalanced Datasets: A Case Study with Customer Churn
Learn how to handle one of the main data science common problems, which are imbalanced datasets, how to deal with them using SMOTE, tweaking class weights, and resampling in Python.
How to Make a DHCP Listener using Scapy in Python
Learn how you can make a DHCP listener by sniffing DHCP packets in the network using the Scapy library in Python.
Recommender Systems using Association Rules Mining in Python
Build a recommender system for market basket analysis With association rule mining with the Online Retail dataset in Python.
Customer Churn Prediction: A Complete Guide in Python
Learn how to perform data analysis and make predictive models to predict customer churn effectively in Python using sklearn, seaborn and more.
How to Convert Pandas Dataframes to HTML Tables in Python
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.
Credit Card Fraud Detection 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.
How to Inject Code into HTTP Responses in the Network 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.
Fake News Detection 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.
How to Make a MAC Address Changer in Python
Learn how you to make a MAC address changer in Windows and Linux using the subprocess module in Python.
