Intro to the E-R Diagram
E-R diagrams capture meaning in your data. This high-level visual tool identifies core components of an enterprise Simple steps to follow to create the diagram. Entity-Re...
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AI powered cyberattacks – threats and defence
Cyberattacks are on the rise. AI is part of the threat but also part of the solution. Especially, some of the newer AI strategies (such as adversarial attacks) could be a...
A Few Useful Techniques for Business Forecasting
Forecasting is the process of making prediction of the future based on past and present data. In many cases a reliable forecast can be worth a lot of money, such as cons...
How to Fine-Tune BERT Transformer with spaCy 3
Since the seminal paper Attention is all you need of Vaswani et al, Transformer models have become by far the state of the art in NLP technology. With application...
Abstraction and Data Science — Not a great combination
Abstraction: some succinct definitions. “Abstraction is the technique of hiding implementation by providing a layer over the functionality. Abstraction, as ...
What is a Data Mesh?
Data mesh is an architectural paradigm that unveils analytical data at scale, rapidly releasing access to an increasing number of distributed domain data sets for a proli...
ARIMA Model (Time Series Forecasting) in a Nutshell
Introduction Does your business struggle to understand the data in a better way or to predict future trends? Then youre not the only one in the business; many fail ...
Salary Trends for Data Scientists and Machine Learning Professionals
Source: here If you are wondering how much a data scientist earns, whether you are a hiring manager or looking for a job, there are plenty of websites providing rather de...
Why the Feature Store Architecture is so Impactful for ML Teams
What is a Feature Store? Machine learning is such a new field that a mature industry-wide standard practice of operations has not yet emerged, like there has been in soft...
The Important Components of Augmented Analytics
When it comes to the new world of analytics, the augmented analytics approach allows business users with no data science background to readily access and use analytics in...