Sentiment Analysis

 

Sentiment Analysis (SA) in business, also known as opinion mining (OM) is a process of identifying and cataloging a piece of text according to the tone conveyed by it. The text can be tweets, comments, feedback, news or random texts with positive, negative and neutral sentiments associated with them…

https://g-square.in/finalytica-knowledge-series-sentiment-analysis/  

https://g-square.in/finalytica-may2018-knowledge-series-experiential-learning/

G-Square’s Fund Ranking Model

 

An investor seeking capital gain for lower risk will always turn towards Mutual Fund schemes as an investment option, reason being its diversification and professional management. However, to identify a dynamic fund is not that easy. The best schemes are not only the best in returns, but the one best suited to investor’s risk tolerance limit, requirement and is good in its peer group.

https://g-square.in/finalytica-may2018-knowledge-series-experiential-learning/

Text analytics through Summarizer

 

Text summarization is the process of identifying the most important meaningful information in a text document and compressing them into a shorter version preserving its overall meanings. Text Summarization is based on advanced Natural language processing and Machine Learning Technologies. It can be used to summarize text from URL or raw text document that user provided. Summarizing is based on ranks of text sentences using a variation of the TextRank. Text cleaning and using different RegEx and NLP is necessary part of summarization…

https://g-square.in/finalytica-dec-2018-knowledge-series/

 

Use case in credit risk analytics

 

The appetite for credit in a developing country like India is quite immense. The growing need of the large consumer Indian population and the Small & Medium Enterprises business segments (SME) for growing business to the next level is being tapped by the Indian financial institutions space. Most of them deal in the lending space for the retail, SME and Corporate segments. The want to build the probability of default model that enables the client to find out credit worthy customers which can be offered the lending facility. Usually a working capital and short term lending facility is need of the hour for every business…

https://g-square.in/finalytica-nov-2018-knowledge-series-experiential-learning/

 

RFM Analysis

 

Companies often strive to determine who their most valuable customers are whom they would give special privileges to, invest in to build long term relations with, or send marketing offers via mails or any kind of direct marketing initiatives. The objective is to find out who the most likely buyers are, who buys most frequently, who spend the most…

https://g-square.in/finalytica-august-2018-knowledge-series/

 

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