Data Science Blog – Applied Data Science

Article series: 5 Clean Coding Tips – 3. Take Advantage of the Formatting Tools.

April 6, 2020/0 Comments/in Python, Tool Introduction, Tutorial /by Emilia Cheladze

This is the third of the article series “5 tips for clean coding” to follow as soon as you’ve made the first steps into your coding career, in this article series. Read the introduction here, to find out why it is important to write clean code if you missed it. Unfortunately, no automatic formatting tool […]

Top 7 MBA Programs to Target for Business Analytics

April 4, 2020/0 Comments/in Carrier, Certification / Training, Education / Certification, Gerneral /by Abhyank Srinet

Business Analytics refers to the science of collecting, analysing, sorting, processing and compiling various available data pertaining to different areas and facets of business. It also includes studying and scrutinising the information for useful and deep insights into the functioning of a business which can be used smartly for making important business-related decisions and changes […]

Krisenerkennung und -bewältigung mit Daten und KI

April 3, 2020/0 Comments/in Artificial Intelligence, Big Data, Business Analytics, Data Science, Data Science News, Main Category /by Benjamin Aunkofer

Wie COVID-19 unser Verständnis für Daten und KI verändert Personenbezogene Daten und darauf angewendete KI galten hierzulande als ein ganz großes Pfui. Die Virus-Krise ändert das – Zurecht und mit großem Potenzial auch für die Wirtschaft. Aber vorab, wie hängen Daten und Künstliche Intelligenz (KI) eigentlich zusammen? Dies lässt sich einfach und bildlich erläutern, denn […]

Einführung in die Welt der Autoencoder

April 1, 2020/0 Comments/in Artificial Intelligence, Big Data, Data Mining, Data Science, Data Science Hack, Deep Learning, Main Category, Python, TensorFlow, Tutorial /by Hoang Tu Nguyen

An wen ist der Artikel gerichtet? In diesem Artikel wollen wir uns näher mit dem neuronalen Netz namens Autoencoder beschäftigen und wollen einen Einblick in die Grundprinzipien bekommen, die wir dann mit einem vereinfachten Programmierbeispiel festigen. Kenntnisse in Python, Tensorflow und neuronalen Netzen sind dabei sehr hilfreich. Funktionsweise des Autoencoders Ein Autoencoder ist ein neuronales […]

Customer Journey Mapping: The data-driven approach to understanding your users

March 28, 2020/2 Comments/in Business Analytics, Customer Analytics, Uncategorized /by Tap London

Businesses across the globe are on a mission to know their customers inside out – something commonly referred to as customer-centricity. It’s an attempt to better understand the needs and wants of customers in order to provide them with a better overall experience. But while this sounds promising in theory, it’s much harder to achieve […]

Article series: 5 Clean Coding Tips – 2. Name Variables in a Meaningful Way

March 27, 2020/0 Comments/in Python, Tool Introduction, Tutorial /by Emilia Cheladze

This is the second of the article series “5 tips for clean coding” to follow as soon as you’ve made the first steps into your coding career, in this article series. Read the introduction here, to find out why it is important to write clean code if you missed it. When it comes to naming […]

How Important is Customer Lifetime Value?

March 19, 2020/2 Comments/in Data Mining, Data Science, Experience, Insights, Tutorial, Use Cases /by Aakash Chugh

This is the third article of article series Getting started with the top eCommerce use cases. Customer Lifetime Value Many researches have shown that cost for acquiring a new customer is higher than the cost of retention of an existing customer which makes Customer Lifetime Value (CLV or LTV) one of the most important KPI’s. […]

Matrix search: Finding the blocks of neighboring fields in a matrix with Python

March 17, 2020/0 Comments/in Mathematics, Python, Tutorial /by Emilia Cheladze

Task In this article we will look at a solution in python to the following grid search task: Find the biggest block of adjoining elements of the same kind and into how many blocks the matrix is divided. As adjoining blocks, we will consider field touching by the sides and not the corners. Input data […]

Article series: 5 Clean Coding Tips – 1. Be Consistent

March 13, 2020/0 Comments/in Python, Tool Introduction, Tutorial /by Emilia Cheladze

This is the first of the article series “5 tips for clean coding” to follow as soon as you’ve made the first steps into your coding career, in this article series. Read the introduction here, to find out why it is important to write clean code if you missed it. Consistency is THE rule to […]

5 Applications for Location-Based Data in 2020

March 12, 2020/1 Comment/in Data Science, Uncategorized /by Kaylae Matthews

Location-based data enables giving people relevant information based on where they are at any given moment. Here are five location data applications to look for in 2020 and beyond. 1. Increasing Sales and Reducing Frustration One 2019 report indicated that 89% of the marketers who used geo data saw increased sales within their customer bases. Sometimes, […]