Aishwarya Singh – Medium

Aishwarya Singh

Aishwarya Singh

Navigating the Nuances of Model Building: Overfitting, Underfitting, Bias, and Variance

Balancing Act in Machine Learning for Optimal Model Performance

Nov 17, 2023

Navigating the Nuances of Model Building: Overfitting, Underfitting, Bias, and Variance

Nov 17, 2023

Aishwarya Singh

Precision or Recall — Which one do I use?

3 simple questions can help you make this decision

Feb 3, 2023

Precision or Recall — Which one do I use?

Feb 3, 2023

Aishwarya Singh
in
Analytics Vidhya

4 Boosting Algorithms You Should Know — GBM, XGBM, XGBoost & CatBoost

Boosting algorithms have been around for years and yet it’s only recently when they’ve become mainstream in the machine learning community…

Feb 13, 2020

4 Boosting Algorithms You Should Know — GBM, XGBM, XGBoost & CatBoost

Feb 13, 2020

Aishwarya Singh
in
Analytics Vidhya

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

There are only a handful of libraries that elicit an instant look of appreciation in a wide variety of developers and programmers. These…

Jan 19, 2020

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

Jan 19, 2020

Aishwarya Singh
in
Analytics Vidhya

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

‘Time’ is the most essential concept in any business. We map our sales numbers, revenue, bottom line, growth, and even prepare forecasts —…

Dec 9, 2019

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

Dec 9, 2019

Aishwarya Singh
in
Analytics Vidhya

Build Better and Accurate Clusters with Gaussian Mixture Models

Understand how Gaussian Mixture Models are used for clustering and compare the results with k-means algorithm.

Oct 31, 2019

Build Better and Accurate Clusters with Gaussian Mixture Models

Oct 31, 2019

Aishwarya Singh
in
Analytics Vidhya

A Detailed Guide to the Powerful SIFT Technique for Image Matching (with Python code)

Learn how SIFT features are generated and can be used for image matching

Oct 9, 2019

A Detailed Guide to the Powerful SIFT Technique for Image Matching (with Python code)

Oct 9, 2019

Aishwarya Singh
in
Analytics Vidhya

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

Learn what skimage is and how it works, and also 8 powerful skimage tricks to make you a computer vision expert. Get started in Python…

Sep 16, 2019

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

Sep 16, 2019

Aishwarya Singh
in
Analytics Vidhya

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

Overview

Sep 4, 2019

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

Sep 4, 2019

Aishwarya Singh
in
Analytics Vidhya

3 Beginner-Friendly Techniques to Extract Features from Image Data using Python

Overview

Aug 29, 2019

3 Beginner-Friendly Techniques to Extract Features from Image Data using Python

Aug 29, 2019

Aishwarya Singh

Aishwarya Singh

• Free Articles • Making technical concepts easier to understand | Python | Machine Learning | Deep Learning | Time series | NLP

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