Split Your Dataset for Training, Validation and Testing: Using split-foldersWhen training machine learning models, especially for image classification, it鈥檚 important to split your dataset into training, validation, and test sets. Instead of writing manual scripts to shuffle and copy files, you can use a simple yet powerful ...Oct 6, 2025路2 min read
Day 14 - Fetching Data Using Web ScrapingWeb scraping is the process of automatically extracting data from websites. Instead of clicking through pages and manually copying information, web scraping allows you to gather large amounts of data quickly and efficiently. This is especially handy ...Oct 18, 2024路2 min read
馃 Machine Learning Terms You Must KnowMachine Learning (ML) is transforming the way we interact with technology. Let's break down some key terms that will help you understand ML better, usOct 17, 2024路7 min read
Day 13 - Fetching Data from an API and Converting to a DataFrame in PythonAPIs provide dynamic data that can be easily fetched and transformed into a pandas DataFrame for analysis. Here's a simple guide on how to do it. 1. Fetching Data from an API Use the requests library to get data from an API. import requests response ...Oct 17, 2024路1 min read
Day 12 - Reading JSON and SQL Data in PythonIn Python, working with JSON and SQL data is common in data processing, web scraping, or API integration. Whether you're dealing with data in a file, from an API, or from a database, Python offers powerful libraries to manage these tasks efficiently....Oct 16, 2024路1 min read
Day 11 - Working with CSV Files Using PandasWhen working with data in Python, CSV (Comma-Separated Values) files are one of the most commonly used formats for data storage and exchange. Pandas, a powerful data manipulation library, makes it extremely easy to load, manipulate, and analyze CSV f...Oct 15, 2024路2 min read
Getting Started with Linux: Essential Commands for BeginnersLinux is a powerful and versatile operating system, loved by developers, system administrators, and tech enthusiasts alike. It's open-source, highly customizable, and perfect for those who enjoy understanding how their system works at a deeper level....Oct 3, 2024路4 min read
