A window of opportunity for data democracy (Part I of III)
One of the unanticipated consequences of digitization has been data feudalism. A major reason data feudalism was such a surprise was that society just didnt anticipat...
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How to Build a Regression Testing Strategy for Agile Teams
What is Regression Testing? Regression testing is a process of testing the software and analyzing whether the change of code, update, or improvements of the application h...
Topic Modeling: Algorithms, Techniques, and Application
Used in unsupervised machine learning tasks, Topic Modeling is treated as a form of tagging and primarily used for information retrieval wherein it helps in query expansi...
Companies who had AI and Digital at their core have fared far better in the pandemic
We knew intuitively that companies that have digital technologies and AI at their core have fared better in the pandemic. But now, there appears to be some evidence of ...
Machine Learning Career: Pros and Cons of Having a PhD
It is often said that data science jobs are for seasoned professionals, and many job ads still show a preference for a profile with a PhD, with years of experience. Yet, ...
5 most common data quality issues and how to overcome them.
With the advent of data socializing, many organizations acquire, exchange, and make data accessible to all employees in an effective manner. Most businesses benefit from ...
Machine Learning Model Selection strategy for Data Scientists and ML Engineers
“Thus learning is not possible without inductive bias, and now the question is how to choose the right bias. This is called model selection.” ETHEN ALPAYDIN...
Top Frameworks Every Python Developer Should Explore
One of the reasons Python ranks so high is its frameworks that help create better working environments for a Python development company and its developers. Anyone working...
Optimizing and Accelerating COVID-19 Predictive Modeling
The COVID-19 pandemic has wreaked havoc across the globe. As of July 30, 2021, nearly 197.5 million people have been infected with coronavirus, and 4.2 million people hav...
Optimizing and Accelerating COVID-19 Predictive Modeling
The COVID-19 pandemic has wreaked havoc across the globe. As of July 30, 2021, nearly 197.5 million people have been infected with coronavirus, and 4.2 million people hav...