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  3. Purva Huilgol
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Purva Huilgol Author: since 06 Jun, 2019

Writes on Advanced Algorithm Artificial Intelligence Beginner Classification Computer Vision Conferences Data Exploration Data Science Data Visualization Datasets Deep Learning Image Intermediate Interview Questions Interviews Interviews Libraries Listicle Machine Learning Maths NLP Pandas Profile Building Programming Project Python R Research & Technology Resource Statistics Structured Data Structured Thinking Supervised Technique Text Unstructured Data Videos More
  • 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
    The Ultimate Swiss Army Knife of ‘apply’ Family in R
  • 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
    ML Interpretability using LIME in R
  • 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
    Top Highlights from 11 Powerful Machine Learning Conferences in 2020
  • Computer Vision Datasets Deep Learning Intermediate Listicle

    Top 15 Open-Source Datasets of 2020 that every Data Scientist Shoul...

    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
    Top 15 Open-Source Datasets of 2020 that every Data Scientist Should add to their Portfolio!
  • Beginner Data Science Libraries Pandas Programming

    All Aboard the Pandas Express – How to Speed up Data Preproce...

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

    Purva Huilgol 01 Aug, 2022
    All Aboard the Pandas Express – How to Speed up Data Preprocessing using Pandas in Python
  • Beginner Machine Learning Python Structured Data Technique

    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 27 Aug, 2024
    Precision and Recall in Machine Learning
  • Intermediate Listicle NLP Python Technique

    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 13 Sep, 2023
    Top 4 Sentence Embedding Techniques using Python
  • Computer Vision Image Intermediate Listicle Python

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

    We cover 4 pre-trained models for Image Classification that are state-of-the-art(SOTA) and are widely used in the industry as well.

    Purva Huilgol 19 Aug, 2024
    Top 4 Pre-Trained Models for Image Classification with Python Code
  • Beginner Machine Learning Python Statistics Structured Data

    Bias and Variance in Machine Learning – A Fantastic Guide for...

    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 20 Aug, 2024
    Bias and Variance in Machine Learning – A Fantastic Guide for Beginners!
  • Beginner Machine Learning Structured Thinking Technique

    Feature Transformation and Scaling Techniques to Boost Your Model P...

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

    Purva Huilgol 20 Jun, 2024
    Feature Transformation and Scaling Techniques to Boost Your Model Performance

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