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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 Programming Python Python Technique

    Methods in Python – A Key Concept of Object Oriented Programming

    Learn the basics of methods in Python and explore their significance in the field of data science. Gain expertise in implementing methods.

    Himanshi Singh 27 Sep, 2024
    Methods in Python – A Key Concept of Object Oriented Programming
  • Beginner Programming Python Python Technique

    Exploring Inheritance in Python OOPs Concept

    Learn inheritance in oops python language, and explore advanced concepts such as multiple inheritance and method resolution order.

    Himanshi Singh 20 Feb, 2024
    Exploring Inheritance in Python OOPs Concept
  • Beginner Programming Python Python Technique

    Basic Object Oriented Programming (OOPs) Concepts in Python

    Explore Object-Oriented Programming (OOP) in Python, its core concepts, and key differences from Procedure-Oriented Programming.

    Himanshi Singh 07 Apr, 2025
    Basic Object Oriented Programming (OOPs) Concepts in Python
  • Classification Intermediate Machine Learning Python Python

    10 Techniques to Solve Imbalanced Classes in Machine Learning (Updated 2025)

    Learn how to use data augmentation, resampling techniques, & cost-sensitive learning for solving class imbalance in machine learning.

    Himanshi Singh 01 May, 2025
    10 Techniques to Solve Imbalanced Classes in Machine Learning (Updated 2025)
  • Advanced Algorithm Computer Vision Deep Learning NLP

    Attention Mechanism in Deep Learning

    Learn about Attention Mechanism, its introduction in deep learning, implementation in Python using Keras, and its applications in computer vision.

    Himanshi Singh 04 Apr, 2025
    Attention Mechanism in Deep Learning
  • Intermediate Probability R Statistics Structured Data

    Central Limit Theorem : Definition , Formula & Examples

    Learn about the central limit theorem, a crucial concept in statistics that enhances predictive modeling and hypothesis testing. Read Now!

    Himanshi Singh 31 Mar, 2025
    Central Limit Theorem : Definition , Formula & Examples
  • Algorithm Business Analytics Intermediate Machine Learning

    6 Assumptions of Linear Regression

    Linear regression assumptions: Validate models, understand key assumptions, and improve statistical analysis with expert insights."

    Himanshi Singh 04 Apr, 2025
    6 Assumptions of Linear Regression
  • Algorithm Beginner Classification Intermediate Machine Learning

    Tree Based Algorithms: A Complete Tutorial from Scratch (in R & Python)

    Tutorial on tree based algorithms, which includes decision trees, random forest, ensemble methods and its implementation in R & python.

    Himanshi Singh 01 May, 2025
    Tree Based Algorithms: A Complete Tutorial from Scratch (in R & Python)
  • Algorithm Data Science Intermediate Python Python

    Principal Component Analysis

    Learn how Principal Component Analysis (PCA) can help you overcome challenges in data science projects with large, correlated datasets. Read Now!

    Himanshi Singh 04 Apr, 2025
    Principal Component Analysis
  • Algorithm Beginner Business Analytics Classification Machine Learning

    Ordinal Logistic Regression in R

    Learn how multinomial and ordinal logistic regression in R are used to deal with multi-level independent variables. Read Now!

    Himanshi Singh 10 Mar, 2025
    Ordinal Logistic Regression in R

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