Why Do Companies Use Data Lakes?
Modern enterprise-level computing operations have to capture a truly monumental amount of information every single hour.…
Understanding the "simplicity" of reinforcement learning: comprehensive tips to take the trouble out of RL
This is the first article of my article series "My elaborate study notes on reinforcement learning."
*I adjusted mathematical…
Process Mining mit Fluxicon Disco – Artikelserie
Dieser Artikel der Artikelserie Process Mining Tools beschäftigt sich mit dem Anbieter Fluxicon. Das im Jahr 2010 gegründete…
Why Your Data Science Team Needs Separate Testing, Validation & Training Sets
Automated testing of machine learning models can help to dramatically reduce the amount of time and effort that your team…
My elaborate study notes on reinforcement learning
I will not tell you why, but all of a sudden I was in need of writing an article series on Reinforcement Learning. Though…
AI Platforms - A Comprehensive Guide
A comprehensive guide compiled to introduce readers to AI platforms, their types, and benefits. A concluding section to discuss…
Predictive Maintenance – Konzept und Chancen
(Maschinen)Zeit ist kostbar. Das trifft besonders auf produzierende Unternehmen zu. Denn hier gilt, jeder Stillstand einer…
How to Successfully Perform a Data Quality Assessment (DQA)
People generate 2.5 quintillion bytes of data every single day. That’s 1.7 megabytes generated every second for each of…
Coffee Shop Location Predictor
As part of this article, we will explore the main steps involved in predicting the best location for a coffee shop in Vancouver.…
5 AI Tricks to Grow Your Online Sales
/0 Comments/in Artificial Intelligence, Data Mining, Data Science, Insights, Main Category, Use Case, Use Cases /by Alex HusarThe way people shop is currently changing. This only means that online stores need optimization to stay competitive and answer to the needs of customers. In this post, we’ll bring up the five ways in which you can use artificial intelligence technology in an online store to grow your revenues. Let’s begin! 1. Personalization with […]
What is Data Warehousing and Data Mining – Know the difference between Data Warehousing and Data Mining
/0 Comments/in Data Mining, Data Warehousing /by Pavan VadapalliGetting started Before we start off with Data Warehousing and Data Mining, let us first set the ground for the same. This will help in understanding why we need them in the first place. By the end of the post, you would feel much more acquainted with the two topics at hand. So here goes! […]
Process Mining mit MEHRWERK – Artikelserie
/0 Comments/in Business Analytics, Business Intelligence, Insights, Main Category, Process Mining, Tool Introduction, Visualization /by Benjamin AunkoferDieser Artikel der Artikelserie Process Mining Tools beschäftigt sich mit dem Anbieter MEHRWERK. Das im Jahr 2008 gegründete Unternehmen, heute geführt durch drei Geschäftsführer, bietet Business Intelligence als Beratung und Dienstleistung rund um die Produkte des BI-Software-Anbieters QlikTech an. Rund zehn Jahre später, 2018, stieg das Unternehmen auch als Teil-Software-Anbieter in Process Mining ein. MEHRWERK […]
Bag of Words: Convert text into vectors
/0 Comments/in Data Mining, Data Science, Data Science Hack, Main Category, Python, Python, Text Mining /by Ram TavvaIn this blog, we will study about the model that represents and converts text to numbers i.e. the Bag of Words (BOW). The bag-of-words model has seen great success in solving problems which includes language modeling and document classification as it is simple to understand and implement. After completing this particular blog, you all will […]
Multi-head attention mechanism: “queries”, “keys”, and “values,” over and over again
/3 Comments/in Artificial Intelligence, Data Mining, Data Science, Data Science Hack, Deep Learning, Machine Learning, Main Category, Predictive Analytics, Python, Tutorial, Use Case /by Yasuto TamuraThis is the third article of my article series named “Instructions on Transformer for people outside NLP field, but with examples of NLP.” In the last article, I explained how attention mechanism works in simple seq2seq models with RNNs, and it basically calculates correspondences of the hidden state at every time step, with all the […]
7 Ways To Advance Your Data Science Knowledge and Expertise
/0 Comments/in Education / Certification, Gerneral /by Luke SmithImage Source: Pexels As a data scientist, your knowledge and expertise are what powers industries. Businesses of all sectors of the economy now rely on data to inform their business processes. As many as 53% of companies have already adopted big data analytics, highlighting the upward trend in data science within the private sector. Businesses […]
Five ways Data Science is used in Fintech
/0 Comments/in Insights, Use Cases /by Shannon FlynnData science experts process and act upon data that digital resources produce. In the fintech world, data comes from mobile apps, transactions, conversations and financial standings. With this data for fintech, experts can improve the experience and success of businesses and customers alike. Apps like PayPal, Venmo and Cash App have led the way for […]
Why Is Physical Security Vital for Data Security?
/0 Comments/in Data Security /by Shannon FlynnModern businesses hold on to an increasing amount of sensitive and sometimes confidential data. As a result, they’ve had to invest in new technology and practices to keep that data safe. Many of these businesses, when developing their data security or cybersecurity protocols, focus on the security of their hardware, software and business network. Prioritizing […]
Hand Written Alphabet recognition Using Support Vector Machine
/1 Comment/in Artificial Intelligence, Data Science, Data Science Hack, Machine Learning, Main Category, R Statistics /by Mohan RaiWe have used image classification as an task in many cases, more often this has been done using an module like openCV in python or using pre-trained models like in case of MNIST data sets. The idea of using Support Vector Machines for carrying out the same task is to give a simpler approach for […]
Data Security for Data Scientists & Co. – Infographic
/0 Comments/in Data Science News, Data Security, Education / Certification, Gerneral, Insights, Main Category /by Benjamin AunkoferData becomes information and information becomes knowledge. For this reason, companies are nowadays also evaluated with regard to their data and their data quality. Furthermore, data is also the material that is needed for management decisions and artificial intelligence. For this reason, IT Security is very important and special consulting and auditing companies offer their […]