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Aishwarya Singh

Aishwarya Singh

Author: since 31 Jan, 2018 Article: 72 Claps: 1106

An avid reader and blogger who loves exploring the endless world of data science and artificial intelligence. Fascinated by the limitless applications of ML and AI; eager to learn and discover the depths of data science.

Writes on AVbytes Python Python Machine Learning Intermediate Structured Data Supervised Technique Beginner Deep Learning Algorithm Libraries Programming Computer Vision Data Science Listicle Time Series Time Series Forecasting Image Regression Unstructured Data Analytics Vidhya Classification Pandas Resource Winners Approach Announcement Artificial Intelligence Automobiles Big data Clustering Excel Interview Prep Interviews Interviews NLP Project Qlikview R Sequence Modeling Statistics Uncategorized Unsupervised Videos More
  • Excel Intermediate Structured Data Technique Time Series

    Time Series in Excel! Learn Exponential Smoothing Models for Time Series Forecasting in Excel

    The exponential smoothing algorithms are popularly used for forecasting univariate time series. We will see how to use them in MS Excel.

    Aishwarya Singh 23 Sep, 2020
    Time Series in Excel! Learn Exponential Smoothing Models for Time Series Forecasting in Excel
  • Computer Vision Deep Learning Image Intermediate

    Selecting the Right Bounding Box Using Non-Max Suppression (with implementation)

    Non-max suppression is used in various object detection algorithms like yolo, ssd. Understand how non-max suppression with implementation.

    Aishwarya Singh 12 Nov, 2024
    Selecting the Right Bounding Box Using Non-Max Suppression (with implementation)
  • Intermediate Machine Learning Python Python Structured Data

    4 Boosting Algorithms You Should Know

    Learn about the boosting algorithms in machine learning and their role in improving prediction accuracy. Boost your knowledge in ML.

    Aishwarya Singh 24 Feb, 2025
    4 Boosting Algorithms You Should Know
  • Algorithm Computer Vision Deep Learning Intermediate Python

    Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs)

    An introduction to neural networks. Understand the math behind convolutional neural networks with forward and backward propagation & Build a CNN using NumPy.

    Aishwarya Singh 08 May, 2020
    Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs)
  • Beginner Libraries Pandas Programming Python

    Pandas Version 1.0 is Out! Top 4 Features Every Data Scientist Should Know

    Pandas 1.0 is out! This comes with key changes that you should know about. Here are 4 features that will change the way you used Pandas before.

    Aishwarya Singh 12 Feb, 2020
    Pandas Version 1.0 is Out! Top 4 Features Every Data Scientist Should Know
  • Beginner Listicle Machine Learning Python Python

    6 Powerful Feature Engineering Techniques For Time Series Data (using Python)

    Feature engineering for time series data can give you an edge over your competition. Learn how to perform this technique for time series data using python.

    Aishwarya Singh 06 Nov, 2024
    6 Powerful Feature Engineering Techniques For Time Series Data (using Python)
  • Algorithm Clustering Intermediate Machine Learning Python

    Gaussian Mixture Models

    Gaussian mixture model is a distribution based clustering algorithm. How gaussian mixture models work and how to implement in python.

    Aishwarya Singh 02 May, 2025
    Gaussian Mixture Models
  • Beginner Computer Vision Image Python Python

    What is SIFT(Scale Invariant Feature Transform) Algorithm?

    Learn about SIFT(scale invariant feature transform), a powerful algorithm in computer vision. Understand what it is, sift computer vision.

    Aishwarya Singh 07 Apr, 2025
    What is SIFT(Scale Invariant Feature Transform) Algorithm?
  • Beginner Computer Vision Deep Learning Image Libraries

    9 Powerful Tips and Tricks for Working with Image Data using skimage in Python

    Skimage tutorial to learn how it works and also 8 powerful skimage tricks to make you a computer vision expert. Get started with skimage Python here.

    Aishwarya Singh 21 Oct, 2024
    9 Powerful Tips and Tricks for Working with Image Data using skimage in Python
  • Computer Vision Deep Learning Image Intermediate Libraries

    HOG Feature Descriptor: Feature Engineering for Images

    Explore the HOG feature descriptor in computer vision. Learn the steps to calculate HOG features and implement them in Python for analysis.

    Aishwarya Singh 04 Apr, 2025
    HOG Feature Descriptor: Feature Engineering for Images

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