Vidhi Chugh

Vidhi Chugh is an AI strategist and a digital transformation leader working at the intersection of product, sciences, and engineering to build scalable machine learning systems. She is an award-winning innovation leader, an author, and an international speaker. She is on a mission to democratize machine learning and break the jargon for everyone to be a part of this transformation.

How to Effectively Use Pandas GroupBy

By Vidhi Chugh, KDnuggets on January 30, 2023 in Data Science
Split the Pandas DataFrame into groups based on one or more columns and then apply various aggregation functions to each one of them.
Python Lambda Functions, Explained

By Vidhi Chugh, KDnuggets on January 6, 2023 in Python
Learn the syntax and uses of the lambda function, which is an alternative to the regular Python function.
A Guide to Train an Image Classification Model Using Tensorflow

By Vidhi Chugh, KDnuggets on December 28, 2022 in Computer Vision
Classify images at scale and with very high accuracy with the advent of machine learning and deep learning algorithms.
Tuning Adam Optimizer Parameters in PyTorch

By Vidhi Chugh, KDnuggets on December 15, 2022 in Machine Learning
Choosing the right optimizer to minimize the loss between the predictions and the ground truth is one of the crucial elements of designing neural networks.
How to Use Analytics to Accelerate Business Growth?

By Vidhi Chugh, KDnuggets on December 9, 2022 in Data Science
Many organizations are establishing a Data Analytics team to reap the benefits of their key strategic asset i.e. data. The post explains how you can leverage the power of analytics to understand the end user and generate actionable insights.
A Brief Introduction to Kalman Filters

By Vidhi Chugh, KDnuggets on December 5, 2022 in Data Science
What you can’t observe, you ought to estimate. Human evolution is based on this keen interest in measurement. But what are the quantities or phenomena which you can’t observe or measure with certainty? Learn this and more about Kalman Filter which is the most widely used algorithm to estimate a true quantity.
Getting Started with PyTorch Lightning

By Vidhi Chugh, KDnuggets on December 1, 2022 in Machine Learning
Introduction to PyTorch Lightning and how it can be used for the model building process. It also provides a brief overview of the PyTorch characteristics and how they are different from TensorFlow.
How To Create An Effective AI Strategy

By Vidhi Chugh, KDnuggets on November 11, 2022 in Artificial Intelligence
This post elaborates on various factors that go into consideration while prioritizing various AI initiatives.
Getting Started with PyCaret

By Vidhi Chugh, KDnuggets on November 10, 2022 in Machine Learning
An open-source low-code machine learning library for training and deploying the models in production.
3 Useful Python Automation Scripts

By Vidhi Chugh, KDnuggets on November 8, 2022 in Python
The post highlights three useful applications of using python to automate simple desktop tasks. Stay tuned till the end of the post to find the reference for a bonus resource.

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