Tag: Data Science

Learnings from eMasters Data Science for Decision Making – IIT Gandhinagar – Part 1

Below are the learnings from eMasters Data Science for Decision Making – IIT Gandhinagar – Part 1. This needs to be an article in itself. You can find more details here about eDSDM here: e-Masters | IITGNX There is Mathematics for your AIML problem in feature engineering, preprocessing, evaluation metrics, models, errors, etc. and so…… Continue reading Learnings from eMasters Data Science for Decision Making – IIT Gandhinagar – Part 1

Four waves of Artificial Intelligence & Machine Learning

While teaching students in two different courses (AIML & “Data Science and Analysis”), there was a requirement to categorize historical AI & ML along with it’s interface with Data Science. To start: AI is the superset, ML is a subset of AI, Neural Networks (Deep Learning) are specialized subsets of ML. Below is a categorization…… Continue reading Four waves of Artificial Intelligence & Machine Learning

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

What should be the subjects & course structure for teaching Data Analytics / Data Science in MBA?

Data Science & Analytics including Operations / Decision Science are evolving fields which are in demand currently for various reasons. Most companies are experimenting and creating projects / products around analytics / data science. I am listing the subjects & courses that an MBA student should take to cover Data Science / Analytics: Mathematics —…… Continue reading What should be the subjects & course structure for teaching Data Analytics / Data Science in MBA?

How to explore and learn “Analytics & Data Science” ?

One of my students asked me as to how can someone explore and learn Analytics / Data Science domain with an intention to build their career in it ? There are three types of roles available in Data Science / Analytics: Functional consultant like a Business / Data Analyst Technical Consultant like a Data Engineer. Mixed profiles…… Continue reading How to explore and learn “Analytics & Data Science” ?

Learning R Programming – Part 1

As per Glassdoor Top 5 skills in Data Science for job openings are: Python R SQL Hadoop Java Most Java developers know SQL, Hadoop & Java to a good extent in today’s environment, two important skills Python & R should be learned by the Java developer / architect / manager if s/he wants to contribute…… Continue reading Learning R Programming – Part 1

Universities & Colleges offering courses & degrees in Analytics / Data Science in India – Part 1

BITS Pilani – Offering MSc in Analytics, MTech in Computer Science with specialization in Analytics IIM Calcutta, ISI Kolkata & IIT Kharagpur – PG Diploma in Business Analytics Great Lakes, Chennai – PGP in Analytics IIIT Bangalore – PGP in Analytics via UpGrad XLRI – Executive Program in Data Science NIRMA University – MBA -…… Continue reading Universities & Colleges offering courses & degrees in Analytics / Data Science in India – Part 1