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…
Category: Tutorials
Tutorials and articles on various technologies
Every ML project is unique and has different requirements. However, here is a recommended architecture using AWS technologies that involves end to end life cycle of a ML Project: Overall,…
Amazon Athena is a serverless query service that allows you to easily analyze and query data stored in Amazon S3 using standard SQL. With Athena, you can quickly run ad-hoc…
Generative AI can be used to increase the size of a training dataset by generating synthetic data that is similar to the real data. This approach is known as data…
NLP is one of the ways of detecting location from given text. But there are other methods that can be used to infer the location (country) from a given text.…
It is possible to infer the location (country) from a given text using natural language processing (NLP) techniques. One approach is to use named entity recognition (NER) to identify location…
To use this function, simply pass a UEN string as an argument to the validate_uen function. The function returns True if the UEN is valid, and False otherwise. Here’s an…
Here’s some sample Python code that uses the Twitter API to collect tweets and replies and saves them in a dataset: In this code, we first set up the Twitter…