8 Tips to Build an Interactive Chatbot
Chatbots have emerged as one of the most significant innovations of the last decade. After initial struggles, chatbots are now readily used by businesses. Various advanta...
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ROC Curve Explained in One Picture
With a ROC curve, you’re trying to find a good model that optimizes the trade off between the False Positive Rate (FPR) and True Positive Rate (TPR). What counts...
20 Handbooks on Modern Statistical Methods
With the two most recent ones, in this CRC series, published in January 2019. The objective of the series is to provide high-quality volumes covering the state-of-the-a...
The Math Required for Machine Learning
This article was written by Harsh Sikka. This version is a summary of the original article. Start with Mathematics for Machine Learning Specialization on Coursera. If...
Automated Machine Learning Hyperparameter Tuning in Python
This article was written by Will Koehrsen. Full title: Automated Machine Learning Hyperparameter Tuning in Python – A complete walk through using Bayesian optimiza...
Object Detection with 10 lines of code
This article was written by Moses Olafenwa. One of the important fields of Artificial Intelligence is Computer Vision. Computer Vision is the science of computers and so...
Can an ethical and algorithmically transparent cloud kitchen prevent future Amazon fires?
Can an ethical and algorithmically transparent cloud kitchen prevent future Amazon fires? We often view AI with suspicion – but AI can be used to solve complex problems...
A Strange Family of Statistical Distributions
I introduce here a family of very peculiar statistical distributions governed by two parameters: p, a real number in [0, 1], and b, an integer > 1. Potential appli...
Extreme Events Modeling Using Continued Fractions
Continued fractions are usually considered as a beautiful, curious mathematical topic, but with applications mostly theoretical and limited to math and number theory. Her...
Labeling with Active Learning
The Ugly Truth Behind All That Data We are in the age of data. In recent years, many companies have already started collecting large amounts of data about their business....