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 Nov, 2018: Latest Happenings in Analytics, AI and Fintech World
- Prime Minister Modi was the keynote speaker at the Singapore Fintech festival, the biggest event of its kind in the world — attended by both industry leaders and smaller start-ups. He mentioned that India is witnessing an explosion of financial technology (Fintech) innovation and enterprise, Prime Minister Narendra Modi told the world’s largest gathering of Fintech firms in Singapore on Wednesday.
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 Oct, 2018: Latest Happenings in Financial Analytics
- Google has recently decided to limit the degree to which mobile apps can access users’ call logs and texts having a huge impact on the various Ecommerce and Fintech companies. Google has thus restricted apps from taking undesired permissions that are not required for their functioning and thus users will not be forced to grant forced SMS permissions in every app.
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 Sep, 2018: Happenings in the AI, Analytics and Fintech World
The Dubai Financial Services Authority (DFSA) and the Monetary Authority of Singapore (MAS) have penned an agreement that allows them to refer innovative financial technology (FinTech) companies between the two authorities, it was announced on Wednesday. The agreement centres on a referral mechanism that – in addition to referrals – is designed to help facilitate the sharing of information on financial sector innovation in the Middle East and Far Eastern markets.… 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 August, 2018: Latest happenings in analytics world
- The global insurance industry is forecast to spend approximately $2.4bn (£1.9bn) on big data in 2018 as firms increasingly look to improve claims processing and fraud detection. That is according to a new report from research and consultancy firm SNS Telecom & IT, which also predicts that big data investments will hit nearly $3.6 bn by the end of 2021.
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 July, 2018: Latest Happenings
- The Personal Data Protection Bill, 2008, and a report were submitted by a committee led by former judge BN Srikrishna recently. The report, titled “A Free and Fair Digital Economy: Protecting Privacy, Empowering Indians”, has been awaited for its implications on data handling and processing practices by government departments and companies both Indian and foreign.
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