Jayita Gulati

Jayita Gulati is a machine learning enthusiast and technical writer driven by her passion for building machine learning models. She holds a Master's degree in Computer Science from the University of Liverpool.

Implementing Data Quality Assurance in Data Science Pipelines with Great Expectations

By Jayita Gulati on January 8, 2025 in Data Engineering
This article shows how to use Great Expectations to check data quality in data science projects.
An Introduction to Dask: The Python Data Scientist’s Power Tool

By Jayita Gulati on December 16, 2024 in Data Science
Ever wondered how to handle large data without slowing down your computer? Let’s learn about Dask, a tool that helps you work with large data quickly.
Getting Started with MongoDB: Installation and Setup Guide

By Jayita Gulati on December 4, 2024 in Data Science
MongoDB is a database that’s great for handling large amounts of diverse data. This article walks you through installing MongoDB and using the MongoDB Shell to manage your data easily.
5 Unconventional Sources of Data for Your Next Project

By Jayita Gulati on November 28, 2024 in Data Science
When working on a project, think beyond traditional data sources. Explore unconventional options like social media and user-generated content for fresh insights.
Developing Robust ETL Pipelines for Data Science Projects

By Jayita Gulati on November 15, 2024 in Data Engineering
In this article, we’ll look at how to build ETL pipelines for data science projects.
How to Summarize Texts Using the BART Model with Hugging Face Transformers

By Jayita Gulati on November 4, 2024 in Language Models
To summarize text using Hugging Face's BART model, load the model and tokenizer, input the text, and the model generates a concise summary.
How to Fine-Tune T5 for Question Answering Tasks with Hugging Face Transformers

By Jayita Gulati on October 31, 2024 in Language Models
Fine-tuning the T5 model for question answering tasks is simple with Hugging Face Transformers: provide the model with questions and context, and it will learn to generate the correct answers.
How to Use Hugging Face Transformers for Text-to-Speech Applications

By Jayita Gulati on October 24, 2024 in Language Models
To use Hugging Face Transformers for Text-to-Speech, load a pre-trained TTS model and input the text you want to convert to speech. The model will generate audio, which you can save or play directly.
How to Handle Missing Data in R

By Jayita Gulati on October 21, 2024 in Programming
Missing data can cause problems in data analysis, so it's important to handle it correctly. In this article, we will explore how to find and remove missing values in R.
How to Create Custom Educational Podcasts with NotebookLM

By Jayita Gulati on October 14, 2024 in Language Models
Creating custom educational podcasts with NotebookLM is straightforward. Simply upload your content, customize the audio output to highlight key topics, and export your final podcast for sharing with your audience.

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