Evolutionary data mining, or genetic data mining is an umbrella term for any data mining using evolutionary algorithms. While it can be used for mining data from DNA sequences, it is not limited to biological contexts and can be used in any classification-based prediction scenario, which helps "predict the value ... of a user-specified goal attribute based on the values of other attributes." For instance, a banking institution might want to predict whether a customer's credit would be "good" or "bad" based on their age, income and current savings. Evolutionary algorithms for data mining work by creating a series of random rules to be checked against a training dataset. The rules which most closely fit the data are selected and are mutated. The process is iterated many times and eventually, a rule will arise that approaches 100% similarity with the training data. This rule is then checked against a test dataset, which was previously invisible to the genetic algorithm. (Wikipedia).
Data Exploration & Visualization | Introduction to Data Mining part 20
In this Data Mining Fundamentals tutorial, we introduce you to data exploration and visualization and what they are to data mining. Data exploration is visualization and calculation to better understand characteristics of data. We will tell you the key motivations of data exploration as we
From playlist Introduction to Data Mining
Data science describes the activities related to collecting, storing and creating value from data. Creating value from data means using it to do useful things, like making better decisions. By analyzing data we can detect patterns in it and understand the process that generated it. This i
From playlist Data Science Dictionary
Data Visualization: Types of Data
Here I introduce different types of data and highlight common ways to visualize them. Bing Brunton's website: www.bingbrunton.com
From playlist Intro to Data Science
Philosophy When Desirable - M. Laubichler - 4/27/2019
On April 26-27 2019, the Division of Humanities & Social Sciences at Caltech hosted a conference in honor of Jed Z. Buchwald, “Looking Back as We Move Forward: The Past, Present, and Future of the History of Science.” This event was sponsored by the Division of the Humanities & Social Sci
From playlist Looking Back as We Move Forward - A Conference in Honor of Jed Z. Buchwald - 4/26-27/2019
Graph & Ordered Data | Introduction to Data Mining part 6
In this Data Mining Fundamentals tutorial, we introduce graph data and ordered data, and discuss the different types of ordered data such as spatial-temporal and genomic data. -- Learn more about Data Science Dojo here: https://datasciencedojo.com/data-science-bootcamp/ Watch the latest v
From playlist Introduction to Data Mining
The Master Algorithm | Pedro Domingos | Talks at Google
Machine learning is the automation of discovery, and it is responsible for making our smartphones work, helping Netflix suggest movies for us to watch, and getting presidents elected. But there is a push to use machine learning to do even more—to cure cancer and AIDS and possibly solve ev
From playlist AI talks
Lecture 23 - Distance-Based Phylogeny
This is Lecture 23 of the CSE549 (Computational Biology) course taught by Professor Steven Skiena [http://www.cs.sunysb.edu/~skiena/] at Stony Brook University in 2010. The lecture slides are available at: http://www.algorithm.cs.sunysb.edu/computationalbiology/pdf/lecture23.pdf More inf
From playlist CSE549 - Computational Biology - 2010 SBU
Data Science Tutorial for Beginners - 1 | What is Data Science? | Data Analytics Tools | Edureka
( Data Science Training - https://www.edureka.co/data-science ) Data Science Blog Series: https://goo.gl/1CKTyN http://www.edureka.co/data-science Please write back to us at sales@edureka.co or call us at +91-8880862004 for more information. Data Science is all about extracting knowledge
From playlist Data Science Training Videos
Armand Leroi: Evolution of Music, Cantometrics
Digital Analysis of Music as a Cultural Artifact - Armand Leroi discusses current efforts to catalog and analyze traditional music. Leroi builds upon to previous work of an ethnomusicologist named Alan Lomax, and uses digital technology to analyze music as a cultural artifact. He discus
From playlist O'Reilly Conferences - OSCON, Web 2.0 Expo, and More
What did the last day of the dinosaurs look like? | The Royal Society
The mass-extinction of the dinosaurs 65 million years ago, along with multiple other life forms, ended the 165-million-year reign of these magnificent prehistoric creatures and now icons of extinction. Visit the team's website: https://www.se.manchester.ac.uk/summer-science/last-day-of
From playlist Summer Science 2021 on demand
Exposing the Discovery Institute Part 4: Günter Bechly
More humiliating fraudulent creationists! This is getting fun, no? On the chopping block today is Günter Bechly. I hadn't heard of this guy until he foolishly decided to run his mouth about me in three separate damage control pieces for creationist propaganda website "Evolution News". Thos
From playlist Debunks/Discussions/Debates
The Inference of Nature: Cause and Effect in Molecular Biology, Sarah Teichmann
Theoretical approaches have always played an important role in biology, dating back to Mendel’s peas. In today’s era of genomics and big data in biology, statistical and computational tools are even more vital for biologists seeking to infer causation in living systems. To illustrate the
From playlist Franke Program in Science and the Humanities
Nandita Garud: "Population Genetics in the Human Microbiome"
Emerging Opportunities for Mathematics in the Microbiome 2020 "Population Genetics in the Human Microbiome" Nandita Garud - University of California, Los Angeles (UCLA) Institute for Pure and Applied Mathematics, UCLA January 23, 2020 For more information: http://www.ipam.ucla.edu/mb202
From playlist Emerging Opportunities for Mathematics in the Microbiome 2020
Dr. Charles Raison on Depression, the Immune-Brain Interface & Whole-Body Hyperthermia
Charles Raison, M.D. is a professor at the School of Human Ecology at the University of Wisconsin-Madison and Founding Director of the Center for Compassion Studies in the College of Social and Behavioral Sciences at the University of Arizona. Dr. Raison’s research focuses on inflammation
From playlist Interviews