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.

How to Fully Automate Text Data Cleaning with Python in 5 Steps

By Jayita Gulati on April 21, 2025 in Python
Automating text data cleaning in Python makes it easy to fix messy data by removing errors and organizing it. In just 5 simple steps, you can quickly turn raw text into clean, ready-to-analyze data.
How to Use Mind Maps in NotebookLM

By Jayita Gulati on April 10, 2025 in Language Models
In this article, we’ll explain how to use mind maps within NotebookLM to enhance your productivity and comprehension.
Creating a Data Science Pipeline for Real-Time Analytics Using Apache Kafka and Spark

By Jayita Gulati on April 1, 2025 in Data Engineering
This article explains how to create a system that processes data in real time using Apache Kafka and Spark.
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.

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