Best of G-Square’s 2018 Articles repository

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.… Continue reading

Key Trends in the Data Analytics, BI, AI and Fintech world for the year 2019

Investments

• The total investment made by venture capital investors in the Indian startups stood at $7.9 billion in 2018, the third highest tally of the decade. A report released by global audit firm KPMG said that the deal sizes in India grew considerably last year, a sign of increasing maturation of the India VC market.

Finalytica Dec, 2018: Knowledge Series

Text analytics through Summariser

Introduction of Text summary:

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.… Continue reading

Finalytica Nov, 2018: KNOWLEDGE SERIES & EXPERIENTIAL LEARNING

USE CASE IN CREDIT RISK ANALYTICS

Background

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.… Continue reading

Finalytica Oct, 2018: Topic Modeling

TOPIC MODELLING

 One of the interesting aspect of NLP on text mining is Topic Modelling.

Topic modeling is automatically discovering the abstract “topics” that occur in a collection of documents. Quite recently, topic models are being widely used to identify topics in a text corpus.… Continue reading

Finalytica Sep, 2018: Knowledge Series

Text analytics through Natural Language Processing (NLP)

“Computers are incredibly fast, accurate and stupid; humans are incredibly slow, inaccurate
and brilliant; together they are powerful beyond imagination.”
Data science and analytics has become imperative for every organization of every industry in the recent years.… Continue reading

Finalytica August, 2018: Knowledge Series

RFM Analysis

Introduction 

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.… Continue reading

Finalytica July, 2018

How technology is disrupting Derivative Trading

There is no area of business, society or life which technology has not disrupted. But through that disruption have come the improved quality of life. There have been mixed sentiments towards this tech disruption however the way we see it, it has open the door of countless possibilities.… Continue reading

Finalytica June, 2018: Knowledge Series

Monte-Carlo Simulation in Derivative Pricing

Financial instruments are monetary contracts between parties. They can be created, traded, modified and settled. They can be cash (currency), evidence of an ownership interest in an entity (share), or a contractual right to receive or deliver cash (bond).… Continue reading