Artificial Intelligence

Intelligent Food Production is now microSustainable Agriculture and MicroroboticsWe read and hear news about ‘exponential growth’. We take vegetables and fruits for granted. We disregard the immediate vitality of our local farmers to the fabric of society and the national economy.What does growth in terms of our economy, population, crime rates, and resources really mean in … [Read more...] about Agribots

A short primer on why can reject hypotheses, but cannot accept them. With examples and visuals.Hypothesis testing is the basis of the classical statistical inference. It’s a framework for making decisions under uncertainty with the goal to prevent you from making stupid decisions — provided there is data to verify their stupidity. If there is no such data… ¯_(ツ)_/¯The goal of … [Read more...] about The Hypothesis Tester’s Guide

Photo by Ryoji Iwata on UnsplashDo you think fractals (i.e. iterative and self-similarity) are weird? Well, it isn’t as weird as biological iterative processes.The Alien Style of Deep Learning Generative DesignWhat’s even weirder is that humans have an intuition that something appears organic. What does it actually mean to have an organic design?Christopher Alexander, an … [Read more...] about The Bongard Problem and Inductive Biases

Multi-label classification sounds similar to multi-label classification but is completely different. These are one of the few terms that when you read about you get the idea completely but when you try to implement your brain goes like multi… what? What was that? Well, I can assure you that feeling confused is quite normal as there are a lot of fancy terms in machine learning … [Read more...] about Multi-Label Classification

Simple linear regression based on the number of rooms (RM) on the Boston house price dataset.Our goal is to predict the house price given in the last column (MEDV). Here, we load the dataset from the TensorFlow Contrib dataset directly. We optimize the coefficients for an individual training sample using the stochastic gradient descent optimizer.The first step is to import all … [Read more...] about House price estimation-simple linear regression

Learn how to implement a hate speech detection model with just a few lines of Python codeHate speech can be found all around the web. Even an innocent website can be overwhelmed with hate-speech comments at any time due to the anonymous nature of the internet. But thanks to innovations in the field of NLP, it’s now possible to implement advanced hate speech detection models … [Read more...] about Advanced Hate Speech Detection Models Made Easy

Machine learning involves the use of machine learning algorithms and models. For beginners, this is very confusing as often “machine learning algorithm” is used interchangeably with “machine learning model.” Are they the same thing or something different?Source: UnsplashAn “algorithm” in machine learning is a procedure that is run on data to create a machine learning “model.” … [Read more...] about Difference Between Algorithm and Model in Machine Learning

Χρησιμοποιωντας Artificial Intelligence με mobiplus shopping recommendation!Η επιχείρηση Lartigiano είναι μια από τις παλαιότερες και κορυφαίες εταιρείες διανομής φαγητού στην ελληνική αγορά.Έχει μεγάλη προϊστορία στο χώρο διανομής φαγητού με έμφαση στην ποιότητα ,στην ταχύτητα εξυπηρέτησης και στην τεχνολογία.Η εταιρεία επενδύει σημαντικά τα τελευταία χρόνια στην ανάπτυξη του … [Read more...] about H Lartigiano μαντεύει τι θα φάει ο πελάτης!

Reshaping our relationship with the state through technologyPhoto by Katie Moum on UnsplashA government is a group of people with authority to administer a country. As any other institution, people manage it, and as such, the weakest part of the system is the human element. People get tired, their decisions are not always sound, and as a result, make mistakes. Because of this, … [Read more...] about The Future of Governments

Can machines overcome humans, well maybe? conspiracy theories are many, most however are untrue. We would look at the current status and impact of AI in this modern age.The human brain is an extraordinary organ. The eye sees images with the help of the brain but the computer has got no eyes. The computer’s eyes are at most the camera with which it can “see” images. The human … [Read more...] about Artificial Intelligence spotlight (A humane introduction to Artificial Intelligence)