NLP

pdf-redaction-using-python

Replace Text in a PDF File with Python

In today’s fast-paced digital world, redacting sensitive information from PDF documents is an important task. Whether it’s removing personal information or replacing sensitive text with asterisks, the process can be time-consuming and manual. But what if you could automate the redaction process using Python?

With PyPDF2, OpenCV, and fpdf libraries, you can! In this step-by-step guide, we will show you how to remove or replace text in a PDF with Python.

fasttext for text classification python

Improve Text Classification with Python and FastText

Unleash the Power of FastText for Text Classification with Python!

Get ready to tackle any text classification task with ease, from sentiment analysis to spam filtering, and everything in between.
FastText is a fast, efficient, and easy-to-use library that makes text classification a breeze. Say goodbye to complicated models and hello to accurate predictions with FastText and Python!

fasttext-language-detection-python-implementation

Accurate Language Detection Using FastText & Python

Discover the power of fastText and Python in accurately detecting the language of text. In this blog post, we explore the built-in language detection system of fastText and how it can be implemented in Python. With code examples and practical insights, you’ll learn how to train and use a language detection model with fastText. Whether you’re a beginner or an experienced practitioner in NLP, fastText is a must-have tool in your arsenal. Read on to learn more about accurate language detection using fastText and Python.

convert-text-to-speech-python

Convert Text to Speech with Deep Learning in Python

A few years ago, the idea of text-to-speech software would have been laughable, if not impossible. However, with deep learning and artificial neural networks on the rise, it’s quite possible to convert text to speech on your own computer. In this guide, you’ll learn how to perform text-to-speech conversion with your own Python script to make speech synthesis more natural sounding than ever before possible.