Blog posts

2022

Error Exception

1 minute read

Published:

This lesson covers An Informal Introduction to Python 3.10.5, https://docs.python.org/3/tutorial/introduction.html

Input and Output

4 minute read

Published:

This lesson covers An Informal Introduction to Python 3.10.5, https://docs.python.org/3/tutorial/introduction.html

Modules

5 minute read

Published:

This lesson covers An Informal Introduction to Python 3.10.5, https://docs.python.org/3/tutorial/introduction.html

Data Structure

9 minute read

Published:

This lesson covers An Informal Introduction to Python 3.10.5, https://docs.python.org/3/tutorial/introduction.html

More Control Flow Tools

11 minute read

Published:

This lesson covers An Informal Introduction to Python 3.10.5, https://docs.python.org/3/tutorial/introduction.html

An Informal Introduction to Python

6 minute read

Published:

This lesson covers An Informal Introduction to Python 3.10.5, https://docs.python.org/3/tutorial/introduction.html

NumPy

less than 1 minute read

Published:

This lesson covers NumPy: the absolute basics for beginners, https://numpy.org/doc/stable/user/absolute_beginners.html

Jupyter

less than 1 minute read

Published:

This lesson covers an introduction to Jupyter Notebook/Lab.

L99 Agile Intro

8 minute read

Published:

permalink: /dt/agile-intro

L98 Agile

12 minute read

Published:

permalink: /dt/agile

Digital Transformation (ZZ-1103)

6 minute read

Published:

This post covers phases of the digital transformation (from Industrial Digital Transformation, by Shyam Varan Nath, Ann Dunkin, Mahesh Chowdhary, Nital Patel - Packt Publishing)

Digital Transformation (ZZ-1103)

11 minute read

Published:

This lesson covers Industrial revolution (from Industrial Digital Transformation, by Shyam Varan Nath, Ann Dunkin, Mahesh Chowdhary, Nital Patel - Packt Publishing) and Digital Transformation Handbook by John Palfreyman.

Digital Transformation (ZZ-1103)

35 minute read

Published:

This lesson is from Digital Transformation Handbook by John Palfreyman and Introduction to Digital Transformation by Thomas M. Siebel.

Image Classification

13 minute read

Published:

This post covers image classification, nearest neighbor classifier, k-nearest neighbor classifier and validation sets from cs231n.

PyTorch

6 minute read

Published:

This lesson covers CNN for CIFAR10

PyTorch

less than 1 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

4 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

4 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

6 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

1 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

2 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

6 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

less than 1 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

7 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

DY

less than 1 minute read

Published:

This page covers the discovery year process and opportunities.

R Commands

1 minute read

Published:

This lesson is on basic commands of R

Visualization

1 minute read

Published:

This post covers Multivariate Visualization.

Visualization

3 minute read

Published:

This post covers Bivariate Visualization.

Data Gathering

1 minute read

Published:

This post covers Data Gathering.

Data Wrangling

1 minute read

Published:

This post covers Data Wrangling.

Python - Pandas

1 minute read

Published:

This post covers Introduction to Pandas.

t-Tests

12 minute read

Published:

This post covers t-Tests.

Outliers

1 minute read

Published:

This post covers detecting outliers.

Python - Introduction

4 minute read

Published:

This post covers Introduction to Python Programming.

Projects

less than 1 minute read

Published:

This page covers projects completed by Students.

2021

Twitter

less than 1 minute read

Published:

Help Cmd

less than 1 minute read

Published:

This lesson is for help.

Range and Quartiles

2 minute read

Published:

This lesson covers Range and Quartiles.

Skewed Distribution

3 minute read

Published:

This lesson covers Introduction to Skewed Distribution.

Linear Regression

22 minute read

Published:

This lesson covers Linear Regression.

ANOVA

7 minute read

Published:

This post explains ANOVA.

t Table

less than 1 minute read

Published:

This post provides t Table.

Slides

less than 1 minute read

Published:

This post explains creating slides using Jupyter Notebook.

XML

8 minute read

Published:

This lesson covers XML

Normal Distribution

3 minute read

Published:

This post covers Normal Distribution from https://www.mathsisfun.com/data/standard-normal-distribution.html and https://www.mathsisfun.com/data/standard-deviation.html

Z Table

less than 1 minute read

Published:

This post provides Z Table.

Flask-Cookie-Session

1 minute read

Published:

This post covers Cookie and Session in Flask.

Flask-Cookie

less than 1 minute read

Published:

This post covers cookie in Flask!

Flask

1 minute read

Published:

This post covers forms in Flask using Calculator App!

Flask

less than 1 minute read

Published:

This post covers introduction to Flask!

Machine Learning

less than 1 minute read

Published:

This lesson is on Machine Learning notes.

Mean Median Mode

6 minute read

Published:

This post covers Introduction to descriptive statistics.

Descriptive Statistics

15 minute read

Published:

This lesson is from Introduction to Descriptive Statistics by Jackie Nicholas, Mathematics Learning Centre, University of Sydney

Python-Libraries

less than 1 minute read

Published:

This post covers Introduction to some other python libraries.

MNIST-NN

2 minute read

Published:

This post covers introduction to Neural Network using MNIST dataset.

MNIST-CNN

5 minute read

Published:

This post covers introduction to Convolution Neural Network using MNIST dataset.

HTML Forms

1 minute read

Published:

This post covers introduction to HTML Forms.

Datasets

less than 1 minute read

Published:

This lesson covers possible datasets to be used for projects.

Missing data

less than 1 minute read

Published:

https://app.datacamp.com/learn/courses/dealing-with-missing-data-in-r

Geospatial

1 minute read

Published:

This lesson is from datacamp Visualizing Geospatial data in R and https://eriqande.github.io/rep-res-eeb-2017/map-making-in-R.html

Shiny

5 minute read

Published:

This lesson is from datacamp Introduction to Shiny

Plotly

8 minute read

Published:

This lesson is from datacamp Introduction to Plotly

dplyr

6 minute read

Published:

This lesson is from datacamp Introduction to Tidyverse

2020

HTML Fundamentals

5 minute read

Published:

This lesson covers HTML Fundamentals.

CSS Fundamentals

6 minute read

Published:

This lesson covers CSS Fundamentals

Maths and Statistics

3 minute read

Published:

This post covers certain formulas useful for Deep Learning.