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Seq2seq models and simple attention mechanism: backbones of NLP tasks

February 17, 2021/in Uncategorized/by Yasuto Tamura

This is the second article of my article series “Instructions on Transformer for people outside NLP field, but with examples of NLP.” 1 Machine translation and seq2seq models I think […]

How to Efficiently Manage Big Data

February 5, 2021/in Big Data, Main Category/by Edward Huskin

The benefits of big data today can’t be ignored, especially since these benefits encompass industries. Despite the misconceptions around big data, it has shown potential in helping organizations move forward […]

Data Mining Process flow – Easy Understanding

February 4, 2021/in Artificial Intelligence, Data Mining, Data Science, Deep Learning, Machine Learning, Main Category, Predictive Analytics, Statistics/by Ahamed Al Farabi

1 Overview Development of computer processing power, network and automated software completely change and give new concept of each business. And data mining play the vital part to solve, finding […]

Digital Data Taxes in China: How Would Big Tech Be Affected?

January 31, 2021/in Data Science News/by Shannon Flynn

As 2020 came to a close, Chinese officials hinted at new data regulations on the horizon. Yao Qian, a Chinese securities official, stated that China should impose a digital data […]

On the difficulty of language: prerequisites for NLP with deep learning

January 27, 2021/in Artificial Intelligence, Big Data, Data Mining, Data Science, Data Science Hack, Deep Learning, Machine Learning, Main Category, Natural Language Processing, Python, TensorFlow, Text Mining/by Yasuto Tamura

This is the first article of my article series “Instructions on Transformer for people outside NLP field, but with examples of NLP.” 1 Preface This section is virtually just my […]

Operational Data Store vs. Data Warehouse

January 25, 2021/in Data Engineering, Data Warehousing/by Edward Huskin

One of the main problems with large amounts of data, especially in this age of data-driven tools and near-instant results, is how to store the data. With proper storage also […]

Role of Data Science in Education

January 18, 2021/in Education / Certification, Sponsoring Partner Posts/by Editorial Staff

Ad / Sponsored Post Data science is a new science that appeared thanks to a lot of reasons. The first reason is that nowadays, we have enough capacity to gather […]

Digital und Data braucht Vorantreiber

January 14, 2021/in Gerneral, Insights, Main Category/by Benjamin Aunkofer

2020 war das Jahr der Trendwende hin zu mehr Digitalisierung in Unternehmen: Telekommunikation und Tools für Unified Communications & Collaboration (UCC) wie etwa Microsoft Teams oder Skype boomen genauso wie […]

CRISP-DM methodology in technical view

January 6, 2021/in Business Analytics, Data Mining, Data Science, Machine Learning, Main Category, Projectmanagement/by Ahamed Al Farabi

On this paper discuss about CRISP-DM (Cross Industry Standard Process for data mining) methodology and its steps including selecting technique to successful the data mining process. Before going to CRISP-DM […]

Instructions on Transformer for people outside NLP field, but with examples of NLP

December 30, 2020/in Artificial Intelligence, Data Mining, Data Science, Deep Learning, Machine Learning, Main Category, Mathematics, Natural Language Processing, Predictive Analytics/by Yasuto Tamura

I found it quite difficult to explain mathematical details of long short-term memory (LSTM) in my previous article series. But when I was studying LSTM, a new promising algorithm was […]