Introduction In this series, I’ll explain how to create a chat bot that is capable of detecting sentiment, analyzing images, and finally having the basis of a evolving personality. This is part 1 of that series. The Pieces Ruby Sinatra Google Cloud APIs Line (a chat client) Since I live … Read moreBuilding a Sentiment Detection Bot with Google Cloud, a Chat Client, and Ruby.
Basic concepts and mathematics There are two kinds of variables in a linear regression model: The input or predictor variable is the variable(s) that help predict the value of the output variable. It is commonly referred to as X. The output variable is the variable that we want to predict. … Read moreIntroduction to Linear Regression in Python
Computing the Graph With generate_dataset() and linear_regression(), we are now ready to run the program and begin finding our optimal gradient W and bias b! [line 2, 3] x_batch, y_batch = generate_dataset()x, y, y_pred, loss = linear_regression() In this run() function, we start off by calling generate_dataset() and linear_regression() to get … Read moreA line-by-line layman’s guide to Linear Regression using TensorFlow
The perplexity of a discrete probability distribution is defined as: from https://en.wikipedia.org/wiki/Perplexity where H(p) is the entropy of the distribution p(x) and x is a random variable over all possible events. In the previous post, we derived H(p) from scratch and intuitively showed why entropy is the average number of … Read morePerplexity Intuition (and Derivation)
ALife 2018 conference, © Lana Sinapayen Prompted by a video where people thought a human was actually a hyper-realistic robot, I decided to write about how to spot humanoid robots. Here are a few tips! After spending so much time with Alter the android and various hyper-realistic robots, I know … Read moreTelling Apart AI and Humans: #1 Humans VS Androids
Tools to shape the future In many product announcements from Google, Apple and BMW, more and more data will be overlaid in our physical environments through augmented reality or projection. That means not only will data be visualized more, but the visual reality around us will be turned into data. Data … Read moreThe future of data visualization
There is a huge selection of wines on the market and as for a wine lover it is always a quest to select the best wine. US, France, Spain, Germany and many other wine countries with numerous varieties of wines are easily available in any liquor store. Price can also … Read moreWaiting for Weekends: Some Insights on How to Select the Best Wine