Özgür Özkök
Python pandas is a Python library for data analysis. It is used for tasks such as data cleaning, data manipulation, and data visualization. It was created by Wes McKinney and is maintained by the pandas’ team.
CSV files are a popular format for storing data. They are easy to read and write and can store various data. Python provides many libraries for processing CSV files, which makes it easy to read, write, and manipulate CSV data. Popular Python Libraries for CSV Files There are many popular […]
Python, renowned for its versatility and user-friendly nature, boasts many libraries and modules catering to various functionalities. These libraries simplify the development process, enabling developers to craft efficient solutions for diverse domains. Here’s a rundown of ten pivotal Python libraries: These libraries, each with unique offerings, form the backbone of […]
In data science and analysis, the ability to manipulate and analyze data efficiently is a skill that cannot be overstated. One tool that has revolutionized data handling is Pandas, a high-level data manipulation tool developed by Wes McKinney. It is built on the Numpy package, and its vital data structure […]
Pandas AI is a Python library that uses generative AI to create synthetic data. It is a powerful tool for data scientists and analysts who must create realistic data for testing and training machine learning models. In machine learning, it is often necessary to create synthetic data. This is because […]
Python ile veri bilimi ve makine öğrenmesi konusunda çalışmak istiyorsak işe NumPy ve Pandas ile başlamamız gerekiyor. Çok basit bir örnek uygulama ile başlayabiliriz. Bir giriş veri setimiz var, bir işlemden geçerek bir sonuç seti oluşuyor. Bunun algoritmasını tahmin etmeye çalışıyoruz. Sigmoid fonksiyonu ile iterasyonu ayarlıyoruz. Bu temel bir yaklaşımdır.