Aishwarya Singh, Author at Analytics Vidhya

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

Aishwarya Singh, September 23, 2020
Excel, Intermediate, Structured Data, Technique, Time Series, Uncategorized
Selecting the Right Bounding Box Using Non-Max Suppression (with implementation)

Aishwarya Singh, August 3, 2020
Computer Vision, Deep Learning, Image, Intermediate
4 Boosting Algorithms You Should Know – GBM, XGBoost, LightGBM & CatBoost

Aishwarya Singh, February 13, 2020
Intermediate, Machine Learning, Python, Structured Data, Supervised
Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs)

Aishwarya Singh, February 11, 2020
Algorithm, Computer Vision, Deep Learning, Intermediate, Python, Structured Data, Supervised
Pandas Version 1.0 is Out! Top 4 Features Every Data Scientist Should Know

Aishwarya Singh, January 19, 2020
Beginner, Libraries, Pandas, Programming, Python
6 Powerful Feature Engineering Techniques For Time Series Data (using Python)

Aishwarya Singh, December 9, 2019
Beginner, Listicle, Machine Learning, Python, Structured Data, Supervised, Technique, Time Series Forecasting
Build Better and Accurate Clusters with Gaussian Mixture Models

Aishwarya Singh, October 31, 2019
Algorithm, Clustering, Intermediate, Machine Learning, Python, Statistics, Structured Data, Technique, Unsupervised
SIFT Algorithm | How to Use SIFT for Image Matching in Python (Updated 2023)

Aishwarya Singh, October 9, 2019
Beginner, Computer Vision, Image, Python, Technique, Unstructured Data
9 Powerful Tips and Tricks for Working with Image Data using skimage in Python

Aishwarya Singh, September 16, 2019
Beginner, Computer Vision, Deep Learning, Image, Libraries, Listicle, Programming, Python, Technique, Unstructured Data
Feature Engineering for Images: A Valuable Introduction to the HOG Feature Descriptor

Aishwarya Singh, September 4, 2019
Computer Vision, Deep Learning, Image, Intermediate, Libraries, Programming, Python, Technique, Unstructured Data

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

Aishwarya Singh, September 23, 2020

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

Aishwarya Singh, August 3, 2020

4 Boosting Algorithms You Should Know – GBM, XGBoost, LightGBM & CatBoost

Aishwarya Singh, February 13, 2020

Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs)

Aishwarya Singh, February 11, 2020

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

Aishwarya Singh, January 19, 2020

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

Aishwarya Singh, December 9, 2019

Build Better and Accurate Clusters with Gaussian Mixture Models

Aishwarya Singh, October 31, 2019

SIFT Algorithm | How to Use SIFT for Image Matching in Python (Updated 2023)

Aishwarya Singh, October 9, 2019

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

Aishwarya Singh, September 16, 2019

Feature Engineering for Images: A Valuable Introduction to the HOG Feature Descriptor

Aishwarya Singh, September 4, 2019

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Aishwarya Singh

Author: Since January 2018

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

Aishwarya Singh, September 23, 2020

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

Aishwarya Singh, August 3, 2020

4 Boosting Algorithms You Should Know – GBM, XGBoost, LightGBM & CatBoost

Aishwarya Singh, February 13, 2020

Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs)

Aishwarya Singh, February 11, 2020

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

Aishwarya Singh, January 19, 2020

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

Aishwarya Singh, December 9, 2019

Build Better and Accurate Clusters with Gaussian Mixture Models

Aishwarya Singh, October 31, 2019

SIFT Algorithm | How to Use SIFT for Image Matching in Python (Updated 2023)

Aishwarya Singh, October 9, 2019

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

Aishwarya Singh, September 16, 2019

Feature Engineering for Images: A Valuable Introduction to the HOG Feature Descriptor

Aishwarya Singh, September 4, 2019