COVID-19 Lockdown Impact Analysis
Author(s): Saiteja Kura Originally published on Towards AI. Analyze how the COVID-19 lockdown has effected daily movement using Googleβs Community Mobility data. Photo by Falaq Lazuardi on Unsplash LOCKDOWN! I never heard of this word until March 2020. I was startled by …
Bias & Variance in Machine Learning
Author(s): Shaurya Lalwani Originally published on Towards AI. Photo by Etienne Girardet on Unsplash Linear Regression is a machine learning algorithm that is used to predict a quantitative target, with the help of independent variables that are modeled in a linear manner, …
Introduction
Author(s): Palak Originally published on Towards AI. Intuitive Approach Photo by ZdenΔk MachΓ‘Δek on Unsplash K-nearest neighbors(in short KNNs) are a robust yet straightforward supervised machine learning algorithm. Though its regression variant also exists, weβll only discuss its classification form. KNN is …
Time Series Prediction using Adaptive Filtering
Author(s): Satsawat Natakarnkitkul Originally published on Towards AI. Simple implementation example Adaptive filtering is a computational device that attempts to model the relationship between two signals, whose coefficients change with an objective to make the filter converge to an optimal state. The …
History of Neural Networks! From Neurobiologists to Mathematicians
Author(s): Ali Ghandi Originally published on Towards AI. Deep Learning If you are familiar with Neural Networks and Deep learning, you might wonder what the relation between Neurons and the brain and these networks is. It seems they are based on some …
Topic Modeling Open Source Tool
Author(s): Opeyemi Bamigbade Originally published on Towards AI. A tool built with Python and Streamlit for topic modeling image by tommyboland A large amount of data is being generated and collected in different forms every second. Obtaining the right, relevant, and desired …
Topic Modeling Open Source Tool
Author(s): Opeyemi Bamigbade Originally published on Towards AI. A tool built with Python and Streamlit for topic modeling image by tommyboland A large amount of data is being generated and collected in different forms every second. Obtaining the right, relevant, and desired …
Introduction to Bayesian Inference
Author(s): ___ Originally published on Towards AI. A Distribution With No Constraints Top highlight In this article, I will explain what the maximum entropy principle is, how to apply it and why itβs useful in the context of Bayesian inference. The code …
NLP News Cypher | 07.19.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by mohammad alizade on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 07.19.20 Modularity Twitterβs Help Desk had a productive work week. How productive? U+1F447 very productive In case you …
Understanding Artificial Intelligence
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. Artificial Intelligence, Opinion A few minutes exploring AIβ¦ Artificial Intelligence (AI) is such a buzz word these days and one thing about buzz words isβ¦ βThey often get lost in translationβ. img_credit Ask …
3 Steps to Improve Artificial Intelligence in Healthcare
Author(s): Avishek Choudhury, Ph.D. Originally published on Towards AI. Artificial Intelligence, Research Optimal Trust, Data Governance, and AI Standards can solve many problems concerning AI in healthcare. Photo by Owen Beard on Unsplash Accuracy, precision, recall and other measures of AI efficacy …
Diving Deep into Deep Learning
Author(s): Daksh Trehan Originally published on Towards AI. Deep Learning, Data Science An Unconventional Guide to Deep Learning We reside in a world, where we are constantly surrounded by deep learning algorithms be it for the good or worse cause. From the …
NLP News Cypher | 07.12.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Laura Colquitt on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 07.12.20 Negative Ghost Rider, the Pattern is Full Letβs get our James Bond swag on shall we? U+1F575οΈβU+2640οΈ …
An Insiderβs guide to Cartoonization using Machine Learning
Author(s): Daksh Trehan Originally published on Towards AI. Deep Learning, Computer Vision Implementing white-box models to βcartoonizeβ real high-quality images. Cartoonization is itself a classic art but, the evolution in the field of Machine Learning is covering almost every realm. Today, in …
1. Highly Correlated Variables
Author(s): Shaurya Lalwani Originally published on Towards AI. Photo by Louis Hansel @shotsoflouis on Unsplash In the real world, data is not as clean as itβs often assumed to be. Thatβs where all the data mining and wrangling comes in; to build …
Popular posts
Updates
Recent Posts
