# Tag: data science

## Part-time data science masters

Why and where to pursue masters in data science part-time.

31/01/2021

## Linear Algebra – Vectors

Notes on vectors and their properties. Explains spans, subspaces, dot products, basis, norms etc.

26/10/2020

## IIMB Business Analytics and Intelligence

A review on the BAI executive course at IIM Bangalore.

23/07/2020

## Hypothesis test for population parameters

Discussion on hypothesis testing. Introduction to z-test and t-test, Code for visualization of z-test and t-test.

15/06/2019

## All you ‘really’ need to know | Python Notebook | Advanced – Pandas

It’s pretty obvious to summon the fact that you wouldn’t have clicked on this article if you have no understanding of the basics and intermediate level concepts of Python. You have? Then it is fair enough to go ahead with this article. You are confused with some basic stuffs, or perhaps forgot about it? I…

06/02/2019

16/01/2019

## Why are basics important?

Explains why basics are important using a simple example.

08/01/2019

## Time series EDA

Tutorial on Time Series EDA. Contains time plot, seasonal plots and correlogram plots (ACF) for in-time problem with reusable R code.

28/12/2018

## A Not-so-Quick-but-Conceptual guide to Python — Notebook | Intermediate | Part 1

Hi. As mentioned in my previous article, I am now sharing the intermediate part of the Python Tutorial series. I decided to split this part up into 2. Part 1 covers:1. Data Types [list, tuple, dictionary, set, frozenset]2. Conditional statements and loops [if-elif-else, for, while, break, continue]3. File IO [read, write, append, close]4. Exception Handling…

19/12/2018

## Handling Google maps location data

Getting traffic, vehicle used, location and journey time from Google Maps. Integrating these factors for in-time problem.

12/12/2018