Data Analysis Process in Analytics / Data Science

This article is based on understanding from Wikipedia article on Data Analysis & my experiences in Data Science / Analytics / AI / ML – https://en.wikipedia.org/wiki/Data_analysis Various areas like Data Mining, Predictive Analysis, Exploratory Data Analysis, Text Analytics, Business Intelligence, Confirmatory Data Analysis and Data Visualization overlap with this area Before starting your journey on solving an industry…… Continue reading Data Analysis Process in Analytics / Data Science

What are we doing in AI / ML / Data Science / Decision Science / Analytics World? – Glossary

Over the last few years I have explored, programmed, worked in, researched and taught Data Science / AI / ML / Analytics / Decision Science to multiple students and with many software professionals. I have collected many keywords that you can google and explore. This will help you to keep pace and learn about things…… Continue reading What are we doing in AI / ML / Data Science / Decision Science / Analytics World? – Glossary

Changes in India’s education system in last few years

Institutions of Eminence declared – Complete autonomy given to themUniversity status for IIMs, NITs, IIITs, AIIMS, etc. via Institutions of National Importance routeGraded autonomy for UGC affiliated institutions – Based on their accreditation score, they can offer online, distance courses and will have autonomy in academics, faculty recruitment, etc.  Graded autonomy for AICTE affiliated institutions – Based…… Continue reading Changes in India’s education system in last few years

Three waves of Analytics – Notes on articles by Prof. Davenport

References: Analytics 3.0How Analytics Has Changed in the Last 10 Years (and How It’s Stayed the Same) ANALYTICS 1.0 – Business Intelligence, RDBMS & Data Warehousing Vertical scalingBetter results and analysis meant higher processing power & memoryComplex systemsChances of singular failureBackup was compulsoryStorage in RDBMSTransformation in business dimensions and facts in Data WarehouseDescriptive analytics mainly…… Continue reading Three waves of Analytics – Notes on articles by Prof. Davenport