In this article, the focus will be to understand why it may be difficult for the B2B industry to adopt (artificial intelligence) AI full-fledged as…
Category: Data Science
Generalized Architecture of Big Data Systems
Generalized Architecture of Big Data Systems is designed to handle the ingestion, processing, and analysis of data that is too large or complex for traditional…
Lambda Architecture: How it works, applications, Pros and Cons
Lambda was proposed by Nathan Marz based on his experience on distributed data processing systems at Backtype and Twitter. A generic, scalable, and fault-tolerant data…
Logistic Regression Machine Learning Algorithm
The statistical model Logistic regression is a classification technique used to predict a concrete class of the target variable. It is used to assign…
How it works: Random Forest Machine Learning Algorithm
In this article, we will talk about machine learning ensembles Random Forest Machine Learning Algorithm its theory behind it, and use cases for the Random…