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.

The Ultimate Guide to Building a Machine Learning Portfolio That Lands Jobs

By Jayita Gulati on March 4, 2025 in Career Advice
In this article, you'll learn how to create a portfolio that stands out.
Using DistilBERT for Resource-Efficient Natural Language Processing

By Jayita Gulati on February 21, 2025 in Language Models
DistilBERT is a smaller, faster version of BERT that performs well with fewer resources. It’s perfect for environments with limited processing power and memory.
Building High-Performance Machine Learning Models in Rust

By Jayita Gulati on February 6, 2025 in Programming
Rust offers unparalleled speed and memory safety. Using the Linfa library, developers can efficiently implement tasks like linear regression and k-means clustering.
Data Wrangling in Rust with Polars

By Jayita Gulati on January 29, 2025 in Programming
Looking for efficient data wrangling in Rust? Polars offers fast, memory-safe tools for tasks like filtering, joining, and aggregating data.
Using fsspec for Unified File Management in Your Python Projects

By Jayita Gulati on January 22, 2025 in Python
Are you looking for an easier way to manage files across different storage systems? fsspec is a Python library that simplifies file handling by providing a unified interface for file management.
An Introduction to Ray: The Swiss Army Knife of Distributed Computing

By Jayita Gulati on January 16, 2025 in Python
Need a simple way to scale Python applications? Ray makes distributed computing easy for tasks like machine learning and data processing.
A Gentle Introduction to Rust for Python Programmers

By Jayita Gulati on January 15, 2025 in Programming
Rust is a systems programming language that offers high performance and safety. Python programmers will find Rust's syntax familiar but with more control over memory and performance.
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.

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