Purva Huilgol- (purva91), Author at Analytics Vidhya

Beginner Data Exploration R Technique

The Ultimate Swiss Army Knife of ‘apply’ Family in R

Apply functions are most widely used for transforming data in R. Lets use R and learn about the various set of apply functions.

Purva Huilgol 06 Jan, 2022
Beginner Classification Data Visualization Libraries Machine Learning

ML Interpretability using LIME in R

LIME stands for Local Interpretable Model-Agnostic Explanations. In this article, understand how to interpret your ML model using LIME in R

Purva Huilgol 20 Jan, 2021
Advanced Conferences Research & Technology

Top Highlights from 11 Powerful Machine Learning Conferences in 2020

ML Conferences are the best way to keep track of the innovations in this domain. Let's explore the top AI and ML Conferences of 2020

Purva Huilgol 28 Dec, 2020
Computer Vision Datasets Deep Learning Intermediate Listicle

Top 15 Open-Source Datasets of 2020 that every Data Scientist Should add to their Portfolio!

Top open source datasets that all data scientist should work on. This article cover 15 open source datasets for ML, computer vision and NLP.

Purva Huilgol 18 Dec, 2020
Beginner Data Science Libraries Pandas Programming

All Aboard the Pandas Express – How to Speed up Data Preprocessing using Pandas in Python

Pandas is an excellent Python library for data preprocessing. Learn how to speed up Pandas operations in this article and save time.

Purva Huilgol 27 Oct, 2024
Beginner Machine Learning Python Python Structured Data

Precision and Recall in Machine Learning

Precision vs recall are two crucial topics in machine learning. Learn everything about precision and recall in machine learning. Start exploring Now!

Purva Huilgol 07 Apr, 2025
Intermediate Listicle NLP Python Python

Top 4 Sentence Embedding Techniques using Python

Sentence embedding techniques represent entire sentences and their semantic information, etc as vectors. Let us have a look at the top ones

Purva Huilgol 01 May, 2025
Computer Vision Image Intermediate Listicle Python

Top 4 Pre-Trained Models for Image Classification with Python Code

Implement pre-trained models for image classification (VGG-16, Inception, ResNet50, EfficientNet) with data augmentation and model training.

Purva Huilgol 04 Apr, 2025
Beginner Machine Learning Python Python Statistics

Bias and Variance in Machine Learning – A Fantastic Guide for Beginners!

Learn how to evaluate your Machine Learning model, understand bias, variance, and the bias-variance tradeoff with a clear example. Essential steps included!

Purva Huilgol 07 Apr, 2025
Beginner Machine Learning Structured Thinking Technique

Feature Transformation and Scaling Techniques to Boost Your Model Performance

Feature Scaling and transformation help in bringing the features to the same scale and change into normal distribution. Thus,

Purva Huilgol 20 Jun, 2024

Popular Categories

Generative AI Tools and Techniques

Popular GenAI Models

AI Development Frameworks

Data Science Tools and Techniques

Purva Huilgol

The Ultimate Swiss Army Knife of ‘apply’ Family in R

ML Interpretability using LIME in R

Top Highlights from 11 Powerful Machine Learning Conferences in 2020

Top 15 Open-Source Datasets of 2020 that every Data Scientist Should add to their Portfolio!

All Aboard the Pandas Express – How to Speed up Data Preprocessing using Pandas in Python

Precision and Recall in Machine Learning

Top 4 Sentence Embedding Techniques using Python

Top 4 Pre-Trained Models for Image Classification with Python Code

Bias and Variance in Machine Learning – A Fantastic Guide for Beginners!

Feature Transformation and Scaling Techniques to Boost Your Model Performance

Flagship Programs

Free Courses

Popular Categories

Generative AI Tools and Techniques

Popular GenAI Models

AI Development Frameworks

Data Science Tools and Techniques