Learn how to use Scikit-Learn library in Python to perform feature selection with SelectKBest, random forest algorithm and recursive feature elimination (RFE).
Learn how to build a secure custom password manager using Python. This tutorial walks you through encryption, data storage, and various functionalities like adding, retrieving, and managing passwords. Elevate your online security game with some hands-on coding.
Learn how to use the visualization tool Plotly to implement and create dynamic plots and figures (such as scatters, histograms, and candlesticks) in Python.
Learn how to make a simple spreadsheet app like Excel, where cells can reference each other and make calculations using Tkinter library in Python.
Learn how you can generate similar images with depth estimation (depth2img) using stable diffusion with huggingface diffusers and transformers libraries in Python.
Learn how to build a simple text editor that opens and saves text files using Tkinter 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 fine-tune BERT or any other transformer model for semantic textual similarity using Huggingface Transformers, PyTorch and sentence-transformers libraries in Python.
Learn how you can perform named entity recognition using HuggingFace Transformers and spaCy libraries in Python.
Learn how you can extract DNS information of a domain name such as nameservers, IP addresses, email services and more using dnspython library in Python.
Learn how to build a full-stack notes web app using FastAPI, ReactJS, SQLAlchemy and SQLite.
Learn how to build a web-based chat room application using Flask and Flask-SocketIO libraries in Python.
Learn how to crack hashes using Python's hashlib library and a brute-force approach with a wordlist. Gain insights into various hashing algorithms and understand the importance of secure data handling.
An overview of model explainability and interpretability fundamentals, AI applications, and biases in AI model predictions. We looked at utilizing SHAP and LIME to explain a Logistic Regression model and how to explain and interpret an ensemble model.
Learn how to build a tic tac toe game using the Pygame library from scratch in Python.
Learn how to build a checkers game from scratch with the help of Pygame library in Python.