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.
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NetApp INSIGHT™ 2020
/0 Comments/in Events, Uncategorized /by netappErleben Sie mit uns gemeinsam die NetApp INSIGHT™ 2020 am 24. und 25. März 2020 in Berlin! Wir zeigen Ihnen, wie Sie mit Ihrer eigenen Data Fabric Ihre hybride Multi-Cloud-Umgebung aufbauen können. Und das Beste? Sie hören nicht nur unsere Experten über die Data Fabric sprechen – Sie lernen, wie Sie Ihre eigene Data Fabric […]
Mit den richtigen Prozessen zum Erfolg: vier Schritte zum Business-IT Alignment
/1 Comment/in Business Analytics /by SignavioDigitalisierung, Agilität, Tech-basiert: Sowohl in der IT-Transformation als auch im Business-Alignment stecken diese drei strategischen Schlagworte. Häufig sorgen sie jedoch nur für oberflächliche Veränderungen. Tatsächlich ist die Abstimmung von Business und IT für viele Unternehmen nach wie vor eine Herausforderung. Die Transformation ist schließlich keine einmalige Umstellung von A auf B, sondern ein dauerhafter Zustand […]
Daten als Frühwarnsystem einsetzen
/0 Comments/in Artificial Intelligence, Business Analytics, Data Science, Main Category, Predictive Analytics /by Simon KrannigIn der klassischen Business Intelligence haben Unternehmen jahrelang Daten in Data Warehouses gesammelt und analysiert, um aus der Vergangenheit Lehren für die Zukunft zu ziehen. Zu seiner Zeit war das eine Revolution, aber da es sich dabei vor allem um Daten aus Transaktionssystemen handelte, war der Nutzen begrenzt. Erst mit der Verbreitung des IoT und […]
What Customers Want from Business Transformation Solutions
/0 Comments/in Sponsoring Partner Posts /by SignavioNo matter what industry you work in, customer satisfaction is paramount. After all, in most cases, there can be no business without customers! As such, keeping customers happy is a driving force for many organizations. All sorts of studies have been conducted, articles and reports have been drafted and re-drafted, and consumers bombarded with market […]
Getting started with the top eCommerce use cases
/0 Comments/in Business Analytics, Data Science, Machine Learning, Python, R Statistics, Use Case /by Aakash ChughNowadays, almost all the projects in eCommerce companies are data-dependent and everyone wants to leverage data science techniques to mine as much information as they can from that data. From tracking their customer’s shopping behavior to recommending them what to buy, from finding new leads for their market to calculating their lifetime value, from improving […]
Scaling Up Your Process Management
/1 Comment/in Business Intelligence, Process Mining, Uncategorized /by SignavioAny new business faces questions: have we found the right product/market fit? Does the business model work? Have we got enough money to keep the doors open? Typically, new businesses are focused on staying afloat, meaning anything that isn’t immediately relevant to that goal is left until later—whenever that might be! Read this article in […]
Data Science Certifications to Excel in Your Career: A Holistic Approach
/2 Comments/in Data Science Hack, Education / Certification, Excel / Power BI /by Ariaa ReedsPersonal and professional growth for an individual depends on the investment one puts in continued education. Continued education is necessary for leadership positions and industries such as human resources, manufacturing, marketing, operations, information technology, etc. Staying updated with the relevant profession is essential to move up the career ladder, and in certain cases, it is […]
Seeing the Big Picture: Combining Enterprise Architecture with Process Management
/1 Comment/in Business Intelligence, Insights, Process Mining /by SignavioEver tried watching a 3D movie without those cool glasses people like to take home? Two hours of blurred flashing images is no-one’s idea of fun. But with the right equipment, you get an immersive experience, with realistic, clear, and focused images popping out of the screen. In the same way, the right enterprise architecture […]
Artikelserie: BI Tools im Vergleich – Power BI von Microsoft
/0 Comments/in Business Analytics, Business Intelligence, Python, Tool Introduction, Tools, Visualization /by Klaudius KostowDen Auftakt dieser Artikelserie zum Vergleich von BI-Tools macht die Softwarelösung Power BI von Microsoft. Solltet ihr gerade erst eingestiegen sein, dann schaut euch ruhig vorher einmal die einführenden Worte und die Ausführungen zur Datenbasis an. Lizenzmodell Power BI ist in seinem Kern ein Cloud-Dienst und so ist auch die Ausrichtung des Lizenzmodells. Der […]
Data Scientist: Rock the Tech World
/0 Comments/in Carrier, Gerneral /by luciaadamsIt’s almost 2020! Are you a data Rockstar or a laggard? IDC agrees to the fact that the global data, 33 zettabytes in 2018 is predicted to grow to 175 zettabytes by 2025. That’s like ten times bigger the amount of data seen in 2017. Isn’t this an exciting analysis? Hold on! Are all the […]