Hands-on tutorials: learn Python by building real projects, from games and automation to machine learning and security.
Explore the critical role of Non-Maximum Suppression (NMS) in object detection to eliminate redundant bounding boxes, ensuring precise results. This guide covers NMS's workings, the importance of Intersection-over-Union (IoU), and how to implement NMS with OpenCV in Python.
Learn how to fine tune the Vision Transformer (ViT) model for the image classification task using the Huggingface Transformers, evaluate, and datasets libraries in Python.
Learn how you can easily perform sentiment analysis on text in Python using vaderSentiment library.
Learn how to build a simple text editor that opens and saves text files using Tkinter library in Python
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 you can perform named entity recognition using HuggingFace Transformers and spaCy libraries in Python.
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 to build a sleek, fully-functional CRUD app using PyQt5 and SQLite3 in Python. This comprehensive tutorial takes you from setting up your database to creating a stylish user interface. Ideal for those looking to transition from Tkinter and create more customizable, native-looking GUI apps.
Learn the importance of dropout regularization and how to apply it in PyTorch Deep learning framework in Python.
Learn how to build a planet simulator using pygame library in Python
Learn how to make a calculator app with various features such as history and formulas using Tkinter library in Python.
Learn how to make a slide puzzle game from scratch step by step with Pygame library in Python.
Learn how to interact with Ethereum blockchain like retrieving blocks, check for validation, making transactions and more using Python.
Learn how to build a GUI currency converter using ExchangeRate API and Tkinter library in Python.
Master IP spoofing with Python: Dive into crafting fake IP addresses to test network security. Utilize Scapy and Faker in a hands-on tutorial to send spoofed ICMP packets, complete with practical examples and step-by-step instructions.
Learn how to use Python's built-in logging module to log your Python applications, changing default format, level, and learning in a concrete example, as well as using logging handlers.
