Skewness and Kurtosis — Explanation in detail along with Cheat-sheet…
Author(s): Supriya Ghosh Machine Learning Skewness and Kurtosis — Explanation in detail along with Cheat-sheet… Image by Author Before we start with the Skewness and Kurtosis, let me explain in brief about Moments since we will need moments for in and out understanding of Skewness …
Medical Image Segmentation: 2018 Data Science Bowl
Last Updated on November 2, 2021 by Editorial Team Author(s): Kriz Moses Deep Learning A case study on Nucleus Segmentation across imaging experiments using Deep CNNs (UNet, UNet++, HRNet) Photo by National Cancer Institute on Unsplash Table of Contents Abstract Introduction– Problem Statement and Dataset …
3 Under-The-Radar Sectors That Will Be Revolutionized By AI
Author(s): Aashish Nair Artificial Intelligence Explore the underrated applications of artificial intelligence that will transform our society Photo by Tara Winstead from Pexels When it comes to hype, the tech industry has always been a go-to source. As we endure our mundane, repetitive lifestyles, …
Six warnings You Ignore That Might Put Image Classification Dataset at risk
Author(s): Gaurav Sharma Deep Learning “Opportunity never knocks twice,” as the saying goes, but in the hands of image annotators, this clear-cut leaflet will assist the data scientists in addressing gaps in the training datasets that were left neglected or disregarded throughout …
Thinking Darwinian
Author(s): Ömer Özgür Ethics Photo by Hulki Okan Tabak on Unsplash Some people have updated other people’s views and understanding of life with the new idea they presented. Darwin is undoubtedly one of these people. Darwin’s difference from other biologists and researchers is that …
Bias-variance Decomposition 101: Step-by-Step Computation.
Author(s): Diletta Goglia Originally published on Towards AI. Photo by Bekky Bekks on Unsplash Have you ever heard of the “bias-variance dilemma” in ML? I’m sure your answer is yes if you are here reading this article 🙂 and there is something …
What is an ML model?
Author(s): Or Izchak Image by Ali Shah Lakhani — Unsplash Machine Learning Models play a vital part in Artificial Intelligence. In simple words, they are mathematical representations. In other words, they are the output we receive after training a process. What a machine learning model …
A Basic Overview of the Reinforcement Learning Techniques Behind DeepMind’s AlphaStar
Author(s): Jesus Rodriguez AlphaStar has evolved in two versions achieving superhuman performance in StarCraft II Continue reading on Towards AI » Published via Towards AI …
Tackle COVID detection with Lightning Flash and IceVision
Last Updated on October 9, 2021 by Editorial Team Author(s): イルカ Borovec Illustration photo by LinkedIn Sales Navigator from Pexels. Deep Learning Tackling the Kaggle COVID Detection Challenge with Lightning Flash and IceVision This post walks through how we approached the Kaggle SIIM-FISABIO-RSNA …
18 Best Data Science Podcasts on SoundCloud, Apple Podcasts, and Spotify
Author(s): Gaurav Sharma Data Science Image by MAZ Every day, my journey to work takes around an hour (+/- 15 minutes depending on the day). I’m quite sure I listen to a lot of podcasts. True Crime, NFL Fantasy Football, Major League Baseball, …
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