Table of Contents

Table of contents

Welcome to my blog.

This post is like a table of contents section of a book, only it provides links to the rest of the posts in this website instead of page numbers.

Data Analytics

Why are basics important in data sciences

Exploratory Data Analytics

1. Univariate Analysis (in-time problem)
2. Multivariate Analysis (in-time problem)
3. Multicollinearity (in-time problem)
4. Time Series EDA (in-time problem)

Hypothesis Testing

1. z-test and t-test (in-time problem)
2. Anova and Chi square test (in-time problem)

Paradox and pitfalls

1. Class size paradox (using Amrita University placement data)
2. Boy-girl paradox

Other posts

Handling Google Maps Location Data (in-time problem)

Python tutorials ( Authored by Tamoghna Saha )

1. Getting started with python
2. A Not-so-Quick-but-Conceptual guide to Python  | Intermediate | Part 1
3. A not so quick but conceptual guide to python notebook intermediate | part-2

NX Journaling basics

Extracting data from Mechanical models

1. Selecting a part in NX Journaling
2. Getting dimensions for the selected part
3. Exporting dimensions to excel

Papers and publications

Parametric Study of Cantilever Plates Exposed to Supersonic and Hypersonic Flows (published in IoP Material Science)

Jadugoda: a case study (Not published)

Mechanical Engineering Projects

Design of pilgering die and shaft

Web development

Donut chart using HTML and CSS only