NLP researches which are based on BERT
What does BERT mean in NLP? BERT is an open-source machine learning framework for natural language processing (NLP). It is based on the ideas proposed by Makoto Matsumoto in his…
How does predictive analytics work?
Predictive Analytics is a tool capturing processes of data mining in simple routines. Often referred to as “one-click data mining,” predictive analysis simplifies and automates the process of data mining.…
What is purpose of classification?
What is called classification? Classification is a method of data mining that assigns objects to target categories or classes in a set. What is basis of classification? The classification goal…
What is the purpose of cluster analysis?
How do you describe cluster analysis? What is cluster analysis? Cluster analysis is a technique for grouping similar observations into a number of clusters based on multiple variables for each…
Big data basics
Big data is of great practical importance as a technology designed to solve current day-to-day problems, but it generates even more new ones. Big data can change our way of…
Data Mining basics
This course introduces students to Data Mining technology, examines in detail the methods, tools, and application of Data Mining. A description of each method is accompanied by a specific example…
Module 02: Machine learning algorithms
There are many standard machine learning algorithms that are used to solve the classification problem. Logistic regression is one such method, probably most widely used and most well know, also…
Module 01: big data VS data mining
Business intelligence encompasses more than observation. BI moves beyond analysis when action is taken based on the findings. Having the ability to see the real, quantifiable results of policy and…
Introduction to Data Mining
Data mining is the process of discovering insightful, informative, and new patterns from big-scale data as well as descriptive, perfectly reasonable, and predictive models. We start this chapter by staring…