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.
Im Interview mit Henny Selig zu Process Mining: “Für den Kunden sind solche Aha-Momente toll“
/1 Comment/in Insights, Interviews, Process Mining /by SignavioHenny Selig ist Spezialistin für Process Mining und verfügt über umfassende Erfahrung bei der Umsetzung von Process-Mining-Lösungen und der Unterstützung von Kunden bei der Prozessanalyse. Als Solution Owner bei Signavio ist Henny auch mit der Implementierung von Signavio Process Intelligence bei Unternehmen jeglicher Größe bestens vertraut. In diesem Interview geht Henny auf die Herausforderungen und […]
Was Kunden von Business-Transformation-Lösungen erwarten
/0 Comments/in Sponsoring Partner Posts /by SignavioUnabhängig davon, in welcher Branche Sie tätig sind, steht die Kundenzufriedenheit an erster Stelle. Denn ohne Kunden kann es kein Geschäft geben! Daher hat die Kundenzufriedenheit für viele Unternehmen oberste Priorität. So drehen sich zahlreiche Studien, Artikel und Berichte um die Frage, was Kunden erwarten und wie Unternehmen diese Erwartungen erfüllen können. Read this article […]
Data Science Blog Newsletter
/0 Comments/in Data Science News /by Editorial StaffThe Data Science Blog is one of the most successful multi-author blog platform around data science and related topics like Data Engineering, Business Intelligence and Process Mining. In a three-monthly newsletter we summarize the most important articles, tutorials and news and add exclusive posts for you. Subscribe to the newsletter and stay informed about which […]
Multi-touch attribution: A data-driven approach
/1 Comment/in Data Science, Gerneral, Insights, Python, R Statistics, Tutorial, Use Case, Use Cases, Visualization /by Aakash ChughThis is the first article of article series Getting started with the top eCommerce use cases. What is Multi-touch attribution? Customers shopping behavior has changed drastically when it comes to online shopping, as nowadays, customer likes to do a thorough market research about a product before making a purchase. This makes it really hard for […]
Top influential AI skills to target in 2020
/1 Comment/in Artificial Intelligence, Main Category /by Michael LyammArtificial intelligence in 2020: a trustable year! The AI market is deemed to reach USD70 billion in the present year, thus causing a drastic effect on the government market, consumer, enterprise globally. With market uproars, it is certain obstacles are bound to intercept. However, the effects of artificial intelligence are poised to have huge potential […]
Stop processing the same mistakes! Four steps to business & IT alignment
/0 Comments/in Business Analytics, Uncategorized /by SignavioDigitization. Agility. Tech-driven. Just three strategy buzzwords that promise IT transformation and business alignment, but often fade out into merely superficial change. In fact, aligning business and IT still vexes many organizations because company leaders often forget that transformation is not a move from A to B, or even from A to Z––it’s a move […]
How Data Analytics In The Cloud Transforms Your Business
/0 Comments/in Business Analytics /by Gracie MyersBusinesses have started to turn to cloud-based technology to solve their growing data problems. But before we dive deep into the reason behind it, let’s look at some reasons why data analytics is such a powerful tool. It all falls back to businesses like Netflix, Amazon, Google, and Facebook. All of these businesses are using […]
Wie künstliche Intelligenz hilft, Krankheiten zu bekämpfen
/0 Comments/in Artificial Intelligence, Sponsoring Partner Posts, Uncategorized /by netappDie Herausforderungen im Gesundheitswesen sind gewaltig. Die Kosten steigen, das Geld ist knapp und die Margen sinken. Gleichzeitig fehlt es an Pflegepersonal, die vorhandenen Fachkräfte sind überarbeitet. Kliniken müssen effizient wirtschaften, um Patienten die bestmögliche Versorgung zu gewährleisten – und gleichzeitig Datensicherheits- und Compliance-Anforderungen bei der Verarbeitung der anfallenden Daten sicherstellen. Der Einsatz von künstlicher […]
4 Industries Likely to Be Further Impacted by Data and Analytics in 2020
/0 Comments/in Gerneral, Insights, Use Cases /by Kaylae MatthewsThe possibilities for collecting and analyzing data have skyrocketed in recent years. Company leaders no longer must rely primarily on guesswork when making decisions. They can look at the hard statistics to get verification before making a choice. Here are four industries likely to notice continuing positive benefits while using data and analytics in 2020. […]
Wie funktioniert Natural Language Processing in der Praxis? Ein Überblick
/1 Comment/in Business Analytics, Data Mining, Data Science, Data Science News, Tutorial /by Aleksandra KlofatNatural Language Processing (NLP,auf Deutsch auch als Computerlinguistik bezeichnet) gilt als ein Teilbereich des Machine Learning und der Sprachwissenschaften. Beim NLP geht es vom Prinzip um das Extrahieren und Verarbeiten von Informationen, die in den natürlichen Sprachen enthalten sind. Im Rahmen von NLP wird die natürliche Sprache durch den Rechner in Zahlenabfolgen umgewandelt. Diese Zahlenabfolgen […]