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Fundamentals of Data Mining

Data Science 101

This data alone does not make any sense unless it’s identified to be related in some pattern. Data mining is the process of discovering these patterns among the data and is therefore also known as Knowledge Discovery from Data (KDD). Machine learning provides the technical basis for data mining.

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Data Analytics Assures Quality Assurance with Software Development Outsourcing

Smart Data Collective

One of the most important things that you need to do is ensure that you have a reliable project documentation. Big data can play a surprisingly important role with the conception of your documents. Data analytics technology can help you create the right documentation framework.

Software 100
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What are decision support systems? Sifting data for better business decisions

CIO Business Intelligence

A DSS leverages a combination of raw data, documents, personal knowledge, and/or business models to help users make decisions. The data sources used by a DSS could include relational data sources, cubes, data warehouses, electronic health records (EHRs), revenue projections, sales projections, and more.

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Data Driven Links Between Workplace Productivity and Screening Checks

Smart Data Collective

Big data can play a very important role in solving these challenges. Pre-employment screening with data mining tools increases the quality of candidates. These organizations use data mining tools to find out everything that they can about the people they are screening. Let’s have a look at some facts.

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An Important Guide To Unsupervised Machine Learning

Smart Data Collective

k-means Clustering – Document clustering, Data mining. In data mining, k-means clustering is used to classify observations into groups of related observations with no predefined relationships. Hidden Markov Model – Pattern Recognition, Bioinformatics, Data Analytics. Source ].

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Unlock The Power of Your Data With These 19 Big Data & Data Analytics Books

datapine

An excerpt from a rave review : “I would definitely recommend this book to everyone interested in learning about data from scratch and would say it is the finest resource available among all other Big Data Analytics books.”. If we had to pick one book for an absolute newbie to the field of Data Science to read, it would be this one.

Big Data 263
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Leveraging user-generated social media content with text-mining examples

IBM Big Data Hub

One of the best ways to take advantage of social media data is to implement text-mining programs that streamline the process. What is text mining? These are two common methods for text representation: Bag-of-words (BoW): BoW represents text as a collection of unique words in a text document.