Illustrative introductions on dimension reduction
"What is your image on dimensions?"
....That might be a cheesy question to ask to reader of Data Science Blog, but most…
Spiky cubes, Pac-Man walking, empty M&M's chocolate: curse of dimensionality
"Curse of dimensionality" means the difficulties of machine learning which arise when the dimension of data is higher. In…
Back propagation of LSTM: just get ready for the most tiresome part
First of all, the summary of this article is "please just download my Power Point slides and be patient, following the equations."…
How to develop digital products and solutions for industrial environments?
In this article, we substantiate why Data Science and Engineering should be introduced as new engineering discipline in the Product Lifecycle Management process.
Understanding LSTM forward propagation in two ways
*This article is only for the sake of understanding the equations in the second page of the paper named "LSTM: A Search Space…
Hypothesis Test for real problems
A statistical hypothesis is a belief made about a population parameter. This belief may or might not be right. In other words, hypothesis testing is a proper technique utilized by scientist to support or reject statistical hypotheses. The foremost ideal approach to decide if a statistical hypothesis is correct is examine the whole population.
Must-have Skills to Master Data Science
The need to process a massive amount of data sets is making Data Science the most-demanded job across diverse industry verticals.…
Process Mining mit Celonis - Artikelserie
Insgesamt stellt Celonis ein unabhängiges und leistungsstarkes Process Mining Tool bereit, wobei der Anwender die Wahl zwischen einer on-Premise-Lösung sowie einer Cloud-Lösung hat. Die „prebuild Process-Connectors“ und die vordefinierten Analysen können ein Process Mining Projekt signifikant beschleunigen und somit die Time-to-Value lukrativ verkürzen. Die Analyse Tools sind leicht bedienbar und schaffen dank integrierter Machine Learning Algorithmen Optimierungspotentiale.
AI Voice Assistants are the Next Revolution: How Prepared are You?
According to Jeff Bezos, Amazon CEO, he says we’re already living in the golden era of artificial intelligence as such where the voice assistant flagship already exists, i.e. Alexa.
Severity of lockdowns and how they are reflected in mobility data
/0 Comments/in Data Science, Data Science News, Insights /by Emilia CheladzeThe global spread of the SARS-CoV-2 at the beginning of March 2020 forced majority of countries to introduce measures to contain the virus. The governments found themselves facing a very difficult tradeoff between limiting the spread of the virus and bearing potentially catastrophic economical costs of a lockdown. Notably, considering the level of globalization today, […]
Capturing COVID: How and Why Data Mining is Being Used to Combat Coronavirus
/1 Comment/in Insights /by Luke SmithImage Source: Pixabay (https://pixabay.com/illustrations/artificial-intelligence-brain-think-3382507/) In just a few short months, the coronavirus pandemic has infiltrated pretty much every aspect of daily life. It has virtually decimated the global economy. It has taken our children out of their schools. It’s wrought havoc on an already overburdened healthcare system. That, however, is changing. And technology is the […]
Interview – Machine Learning in Marketing und CRM
/0 Comments/in Artificial Intelligence, Data Science, Data Science News, Gerneral, Insights, Interviews, Machine Learning, Main Category /by RedaktionInterview mit Herrn Laurenz Wuttke von der datasolut GmbH über Machine Learning in Marketing und CRM. Laurenz Wuttke ist Data Scientist und Gründer der datasolut GmbH. Er studierte Wirtschaftsinformatik an der Hochschule Hannover und befasst sich bereits seit 2011 mit Marketing- bzw. CRM-Systemen und der Datenanalyse. Heute ist er Dozent für Big Data im Marketing […]
How Text to Speech Voices Are Used In Data Science
/0 Comments/in Data Science News, Insights, Machine Learning, Main Category /by Walter T. CassadyTo speak on voices, text to speech platforms are bringing versatility to a new scale by implementing voices that sound more personal and less like a robot. As these services gain traction, vocal quality, and implementation improve to give sounds that feel like they’re speaking to you from a human mouth. The intention of most […]
Data Science Security Hacks
/1 Comment/in Insights /by Dan RadakIt would blow your mind if you had exposure to all the information available on the internet. The science behind it is very demanding. It could explain why there is such an explosion of intelligent systems. People come in with different skill sets, including math, data analysis, statistics, and programming, to name a few. They […]
Prerequisites for understanding RNN at a more mathematical level
/4 Comments/in Artificial Intelligence, Big Data, Data Science, Data Science Hack, Deep Learning, Gerneral, Insights, Machine Learning, Main Category, Natural Language Processing, Text Mining /by Yasuto TamuraWriting the A gentle introduction to the tiresome part of understanding RNN Article Series on recurrent neural network (RNN) is nothing like a creative or ingenious idea. It is quite an ordinary topic. But still I am going to write my own new article on this ordinary topic because I have been frustrated by lack of […]
Interview: Operationalisierung von Data Science
/0 Comments/in Artificial Intelligence, Big Data, Business Intelligence, Data Engineering, Data Mining, Data Science, Insights, Interviews, Main Category /by Benjamin AunkoferInterview mit Herrn Dr. Frank Block von Roche Diagnostics über Operationalisierung von Data Science Herr Dr. Frank Block ist Head of IT Data Science bei Roche Diagnostics mit Sitz in der Schweiz. Zuvor war er Chief Data Scientist bei der Ricardo AG nachdem er für andere Unternehmen die Datenanalytik verantwortet hatte und auch 20 Jahre […]
Einführung und Vertiefung in R Statistics mit den Dortmunder R-Kursen!
/0 Comments/in Carrier, Certification / Training, Education / Certification, Gerneral, R Statistics /by eventsIm Rahmen der Dortmunder R Kurse bieten wir unsere Expertise in Schulungen für die Programmiersprache R an. Zielgruppe unserer Fortbildungen sind nicht nur Statistiker, sondern auch Anwender jeder Fachrichtung aus Industrie und Forschungseinrichtungen, die mit R ihre Daten analysieren wollen. Die Dortmunder R-Kurse werden ausschließlich von Statistikern mit langjähriger Erfahrung angeboten. Die Referenten gehören zum engsten Kreis […]
As Businesses Struggle With ML, Automation Offers a Solution
/0 Comments/in Artificial Intelligence, Gerneral, Insights, Main Category /by Philip PileticIn recent years, machine learning technology and the business solutions it enables has developed into a big business in and of itself. According to the industry analysts at IDC, spending on ML and AI technology is set to grow to almost $98 billion per year by 2023. In practical terms, that figure represents a business […]
Data Analytics & Artificial Intelligence Trends in 2020
/1 Comment/in Data Science Hack, Data Science News, Insights /by Aran DaviesArtificial intelligence has infiltrated all aspects of our lives and brought significant improvements. Although the first thing that comes to most people’s minds when they think about AI are humanoid robots or intelligent machines from sci-fi flicks, this technology has had the most impressive advancements in the field of data science. Big data analytics is […]