AI products become popular on the basis of the trust of people in these systems. People and professionals use AI systems to ease their lives, while they can rely on these systems to organize work and business. AI systems can be used for profession, news, and entertainment, while some rely on AI tools to provideContinue reading “Trust in AI Products”
Tag Archives: Machine Learning
The Economics of Computer Hacking
Note: The article is present in duplicate on authors medium.com account as well. This is my review, summary and analysis of this well-written paper “The economics of computer hacking” [1]. There are various kinds of hackers. Some are driven only by fame others are driven by profit alone, and some by profession. The authors hereContinue reading “The Economics of Computer Hacking”
AI Ethics. Chapter Summary
Note: This article is present in its copy on author’s medium.com account as well. #ai #artificialintelligence #robotics #machinelearning This is a summary of a chapter from the latest book on AI Ethics, by C. Bartneck et al. (2021) and has been self-written. Ethics define the moral set of rules that define a person’s decisions. WhatContinue reading “AI Ethics. Chapter Summary”
Chapter 2 Review. What is AI? Book Chapter Bartneck et al.
Note: This article is present in its copy on author’s medium.com account as well. #ai #artificialintelligence #robotics #machinelearning This is a review of Chapter 2 of their book, Bartneck et al., on Ethics in AI and Robotics. Key points in the chapter are as follows: — AI definitions (Bartneck et al): It involves the study,Continue reading “Chapter 2 Review. What is AI? Book Chapter Bartneck et al.”
Feature Selection Using Genetic Algorithm
#AI #artificialintelligence #ml #machinelearning Note: This article is present on authors medium.com account as well. In the past few articles, you might have got an idea of what feature selection is. In short, it is used to improve accuracy, decrease noise and at the same time decrease computational complexity by reducing irrelevant features from bigContinue reading “Feature Selection Using Genetic Algorithm”
Feature Selection — Part II
In the last article on Feature Selection, we discussed what feature selection is all about. Let’s briefly discuss what some key feature selection algorithms are: Here the features are independently categorized as important or not important without the use of any other classifier. Examples of such methods are, information gain, correlation coefficient, mean absolute difference.Continue reading “Feature Selection — Part II”
Abilities of AI Compared to Human
Can AI have the following abilities that human beings and animals have? As per Stahl [1] Humans have access to “mental abilities, perceptions, intuition, emotions, and even spirituality”. Let us consider our views and discuss a little more the things he has enumerated. Let’s discuss his enumeration. The following combines the power of modern computingContinue reading “Abilities of AI Compared to Human”
Feature Selection — I
In machine learning and data science, feature selection techniques are used often to find the most relevant attributes defining the data. What are the features of data? The data for use in Machine Learning is typically in the form of rows and columns. The rows define the values for a particular observation, while the columnsContinue reading “Feature Selection — I”
Linear Regression for Data in Python
First the code then a description of the key points concerning Linear Regression. Let us consider the colon cancer data. The data has been taken in csv form. Here is a code in Python to compute Linear Regression based computations. The code wraps up all the internal processing behind Linear Regression. import pandas as pdimportContinue reading “Linear Regression for Data in Python”
Are Generative Models Mugging Parrots?
#AI #Generative_Models Some say these complex deep learning models are mere stochastic mugging parrots. Well, what is the answer? Yes or not exactly. Let’s argue about it. If you take one or two layers in the learning model, then you can say that yes there is some kind of mugging. But here in live models,Continue reading “Are Generative Models Mugging Parrots?”
Artificial Intelligence, Computer Science & Mathematics 