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Aishwarya Singh

Aishwarya Singh

Author: Since January 2018

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.

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    Excel, Intermediate, Structured Data, Technique, Time Series, Uncategorized

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

    Aishwarya Singh, September 23, 2020
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    Computer Vision, Deep Learning, Image, Intermediate

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

    Aishwarya Singh, August 3, 2020
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    Intermediate, Machine Learning, Python, Structured Data, Supervised

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

    Aishwarya Singh, February 13, 2020
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    Algorithm, Computer Vision, Deep Learning, Intermediate, Python, Structured Data, Supervised

    Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs)

    Aishwarya Singh, February 11, 2020
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    Beginner, Libraries, Pandas, Programming, Python

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

    Aishwarya Singh, January 19, 2020
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    Beginner, Listicle, Machine Learning, Python, Structured Data, Supervised, Technique, Time Series Forecasting

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

    Aishwarya Singh, December 9, 2019
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    Algorithm, Clustering, Intermediate, Machine Learning, Python, Statistics, Structured Data, Technique, Unsupervised

    Build Better and Accurate Clusters with Gaussian Mixture Models

    Aishwarya Singh, October 31, 2019
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    Beginner, Computer Vision, Image, Python, Technique, Unstructured Data

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

    Aishwarya Singh, October 9, 2019
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    Beginner, Computer Vision, Deep Learning, Image, Libraries, Listicle, Programming, Python, Technique, Unstructured Data

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

    Aishwarya Singh, September 16, 2019
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    Computer Vision, Deep Learning, Image, Intermediate, Libraries, Programming, Python, Technique, Unstructured Data

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

    Aishwarya Singh, September 4, 2019

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