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Chirag Goyal

Chirag Goyal

Author: since 19 Mar, 2021 Article: 82 Claps: 606

I am a B.Tech. student (Computer Science major) currently in the pre-final year of my undergrad. My interest lies in the field of Data Science and Machine Learning. I have been pursuing this interest and am eager to work more in these directions. I feel proud to share that I am one of the best students in my class who has a desire to learn many new things in my field.

Writes on Python Python Machine Learning NLP Statistics Text Algorithm Deep Learning Interview Prep Maths Programming Data Science Interviews Interviews Structured Data Technique Listicle Project Data Cleaning Probability Supervised Unstructured Data Intermediate Classification Data Exploration Linear Regression Regression Unsupervised Word Embeddings Clustering Computer Vision Education Image Analytics Vidhya Artificial Intelligence Autoencoder AWS Bias and Variance Cloud Computing Core ML Data Engineering Data Mining Database Datasets Github Job Roles Libraries Pandas Profile Building SQL Uncategorized BeginnerAdvanced More
  • Advanced Deep Learning Maths Python Python

    How to Initialize Weights in Neural Networks?

    Learn effective techniques for initializing weights in neural networks to optimize model performance and convergence.

    Chirag Goyal 15 Feb, 2024
    How to Initialize Weights in Neural Networks?
  • Algorithm Beginner Data Science Listicle

    Top 15 Questions to Test your Data Science Skills on SVM

    Let’s discuss the most important questions on SVM that are helpful to get you a clear understanding of the Support Vector Machine

    Chirag Goyal 22 Jun, 2022
    Top 15 Questions to Test your Data Science Skills on SVM
  • Beginner Data Cleaning Statistics Structured Data

    Guide on Outlier Detection Methods

    Explore outliers in data with our guide on types, detection methods, and treatment techniques like trimming and capping. Learn more!

    Chirag Goyal 23 Apr, 2025
    Guide on Outlier Detection Methods
  • Advanced Algorithm Classification Machine Learning Structured Data

    Understanding Multiclass Classification Using SVM

    In this article understand the multiclass classification using SVM (Support Vector Machine) for aspiring data scientists

    Chirag Goyal 23 Feb, 2024
    Understanding Multiclass Classification Using SVM
  • Beginner Statistics

    Why You Shouldn’t Just Delete Outliers

    We all are taught to delete outliers while studying data science. In this article, we are going to see why we should not delete outliers

    Chirag Goyal 16 May, 2021
    Why You Shouldn’t Just Delete Outliers
  • Beginner Linear Regression Machine Learning Supervised

    The Game of Increasing R-squared in a Regression Model

    R-squared is the degree to which the variance in the dependent variable can be explained by independent variable and is used in regression

    Chirag Goyal 15 May, 2021
    The Game of Increasing R-squared in a Regression Model
  • Algorithm Beginner Machine Learning Project Python

    Complete Guide on Encoding Numerical Features in Machine Learning

    In this article, we convert numerical features to categorical columns using technique called "Binning" to encode the numerical variables

    Chirag Goyal 12 May, 2021
    Complete Guide on Encoding Numerical Features in Machine Learning
  • Beginner Interview Prep Interviews

    Top 20 Conceptual Questions To Test Your Data Science Skills In 2025

    We have curated a list of 20 Conceptual Questions on Data Science Concepts consisting of various types of questions to test your skills

    Chirag Goyal 06 Dec, 2024
    Top 20 Conceptual Questions To Test Your Data Science Skills In 2025
  • Beginner Machine Learning Python Python

    Feature Transformations in Data Science: A Detailed Walkthrough

    Feature Transformations are techniques we use regardless of the model we are using, whether it is a classification task or regression task

    Chirag Goyal 16 Oct, 2024
    Feature Transformations in Data Science: A Detailed Walkthrough
  • Beginner Education Interview Prep Interviews

    Short Quiz to Help You Prepare Better for Data Science Interviews

    Given below is a short quiz that consists of 25 Questions consisting of MCQs(One or more correct) on data science for interviews

    Chirag Goyal 28 Apr, 2021
    Short Quiz to Help You Prepare Better for Data Science Interviews

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