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...
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Technology Used for Backend Development in 2021
Have you ever visited a website that is simply beautiful? No other words to describe it. It has the perfect aesthetic, and everything seems in the right place. And then y...
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...
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 ...
Difference Between Algorithm and Artificial Intelligence
By 2035 AI could boost average profitability rates by 38 percent and lead to an economic increase of $14 Trillion. Accenture The words Artificial Intelligence (AI), and a...
What's In a Name?
I wrote on this topic way back in 2016, but when a recent reader indicated that the original article didn’t have images anymore (it happens), it seemed like a good ...
An Overview of Logistic Regression Analysis
Image Source: Statistical Aid Logistic regression is a statistical technique to find the association between the categorical dependent (response) variable and one or mo...
Defining “Value” – the Key to AI Success
I recently conducted a 3-day, remote “Data Monetization: Thinking Like a Data Scientist” workshop for a transportation agency in the Middle East. Doing this...
What Skills Does an IT Business Analyst Need?
The success of an IT project largely depends on a Business Analyst – the intermediary between IT processes and a business. Thanks to the Business Analyst, products ...
Fine-Tuning Transformer Model for Invoice Recognition
A step-by-step guide from annotation to training Photo by Andrey Popov from Dreamstime Intr...