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Himanshi Singh

Himanshi Singh

Author: since 19 Aug, 2020 Article: 100 Claps: 3184

I’m a data lover who enjoys finding hidden patterns and turning them into useful insights. As the Manager - Content and Growth at Analytics Vidhya, I help data enthusiasts learn, share, and grow together. 

Thanks for stopping by my profile - hope you found something you liked :)

Writes on Generative AI Machine Learning Videos Artificial Intelligence Python Python Deep Learning LLMs Intermediate Algorithm ChatGPT Listicle Data Science News Technique Statistics Computer Vision Use Cases Image Structured Data Classification GenAI Tools Interview Prep Large Language Models Maths NLP R Courses Learning Path Programming supertools Analytics Vidhya Business Analytics Career Job Roles Probability Supervised Text Unstructured Data AI Agents Best of Tech Big data Conferences Cyber Security Data Engineering Database Diffusion Models Events Guide Libraries Model Deployment Regression Reinforcement Learning Resource RLHF SQL Unsupervised BeginnerAdvanced More
  • Beginner Machine Learning Videos

    Beginner’s Guide to Low Variance Filter and its Implementation

    In this article, we saw another common feature selection technique- Low Variance Filter. We also saw how it is implemented using python

    Himanshi Singh 06 Apr, 2021
    Beginner’s Guide to Low Variance Filter and its Implementation
  • Beginner Machine Learning Python Python Videos

    Beginner’s Guide to Missing Value Ratio and its Implementation

    In this article, we are going to cover Missing value Ratio technique and later on will see its implementation in Python as well.

    Himanshi Singh 05 Apr, 2021
    Beginner’s Guide to Missing Value Ratio and its Implementation
  • Beginner Machine Learning Videos

    Introduction to Random Forest and its Hyper-parameters

    Random forest algorithm is one of the most commonly used algorithms. Let’s understand the Random Forest hyper-parameters in this article.

    Himanshi Singh 06 Apr, 2021
    Introduction to Random Forest and its Hyper-parameters
  • Beginner Machine Learning Videos

    Advanced Ensemble Learning technique – Stacking and its Variants

    In this article, we give a brief introduction to stacking and introduce you variants of stacking that data science professionals should know

    Himanshi Singh 30 Mar, 2021
    Advanced Ensemble Learning technique – Stacking and its Variants
  • Beginner Machine Learning Statistics Videos

    How to Select Best Split in Decision Trees using Information Gain?

    Information Gain is another method to identify the best split in Decision Trees. Lets understand decision tree split using Information Gain

    Himanshi Singh 13 Dec, 2023
    How to Select Best Split in Decision Trees using Information Gain?
  • Algorithm Beginner Machine Learning Videos

    How to select Best Split in Decision Trees using Chi-Square

    Learn what is chi-square and how to split decision trees using Chi-Square Algorithms. You will get a hang of calculation Chi-Square here

    Himanshi Singh 30 Mar, 2021
    How to select Best Split in Decision Trees using Chi-Square
  • Beginner Interview Prep Videos

    Common Tools used in Data Science Spectrum

    Let’s take up each level of the data science spectrum and see popular tools used in data science industry to perform those tasks

    Himanshi Singh 30 Mar, 2021
    Common Tools used in Data Science Spectrum
  • Beginner Big data Videos

    Common Data Capturing Types and Tools

    We are going to deep dive into understanding the common data types and data capturing tools every data scientist should be familiar with

    Himanshi Singh 30 Mar, 2021
    Common Data Capturing Types and Tools
  • Beginner Classification Machine Learning Regression Videos

    GSplitting Decision Trees with Gini Impurity

    Gini impurity is the most popular splitting algorithms in decision trees. Learn properties of gini impurity and steps to calculate it. Read Now!

    Himanshi Singh 01 May, 2025
    GSplitting Decision Trees with Gini Impurity
  • Beginner Interview Prep Machine Learning

    Common terminologies used in Machine Learning and Artificial Intelligence

    In this article, we'll introduce you to various common terminologies used in the machine learning and artificial intelligence industry.

    Himanshi Singh 20 Mar, 2021
    Common terminologies used in Machine Learning and Artificial Intelligence

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