Improving user experience (UX) in frontend development involves creating interfaces that are intuitive, easy to use, and aesthetically pleasing. Here are some tips for improving UX in frontend development: In…
Category: Tutorials
Tutorials and articles on various technologies
SSIS, or SQL Server Integration Services, is a data integration tool that allows you to extract data from various sources, transform it as needed, and load it into a target…
Here’s an example Python code for Back Translation of a sample dataset using the googletrans library: from googletrans import Translator import random translator = Translator() def back_translate(sentence, lang): “”” Translates…
There are several data augmentation techniques suitable for text data that you can try besides back-translation. Here are some examples: Here’s an example code that implements these data augmentation techniques:
If you have a csv file with data in few columns and few rows and you want to generate a bigger dataset using some data augmentation technique, Back Translation is…
Assuming you have a csv file with a few rows of data and you want to generate 1000s of additional rows with similar data, you can use Python’s Pandas library…
The Faker library is used to generate fake data, such as names, addresses, phone numbers, dates, and other types of data. The available functions in the Faker library depend on…
The Faker library in Python supports generating fake data in a wide range of languages. By default, the library generates data in English, but you can specify a different language…
Here’s an example of how you can generate a fake text column with some data augmentation technique using the Faker library in Python: In this example, we read the input…
Here’s an example of how you can use a pre-trained language model to generate fake text that matches the words in the sample text column: In this example, we load…