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

11 minute read

Published: August 01, 2021

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

35 minute read

Published: August 01, 2021

This post covers introduction to digital transformation (from Thomas M. Siebel).

Digital Transformation

1 minute read

Published: August 01, 2021

This lesson is from Digital Transformation Handbook by John Palfreyman

Linear Regression

22 minute read

Published: August 01, 2021

This lesson covers Linear Regression.

Variance and Standard Deviation

4 minute read

Published: August 01, 2021

This lesson covers Variance and Standard Deviation.

Range and Quartiles

2 minute read

Published: August 01, 2021

This lesson covers Range and Quartiles.

Skewed Distribution

3 minute read

Published: August 01, 2021

This lesson covers Introduction to Skewed Distribution.

Building AI

30 minute read

Published: August 01, 2021

This lesson is from AI For Everyone

Artificial Intelligence

43 minute read

Published: August 01, 2021

This lesson is from AI For Everyone

Deep Learning Book

10 minute read

Published: July 10, 2021

Introduction

Natural Adversarial Examples

1 minute read

Published: July 07, 2021

This post covers paper Natural Adversarial Examples

Explaining and Harnessing Adversarial Examples

less than 1 minute read

Published: July 07, 2021

This post covers paper “Explaining and Harnessing Adversarial Examples”

Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey

less than 1 minute read

Published: July 07, 2021

This post covers paper “Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey”

Fast Gradient Sign Attack

3 minute read

Published: June 30, 2021

This post covers MNIST implementation of ICLR 2015 paper “Explaining and Harnessing Adversarial Examples”

Towards General Purpose Vision Systems

less than 1 minute read

Published: June 03, 2021

This post covers paper “Towards General Purpose Vision Systems”

ANOVA

6 minute read

Published: April 16, 2021

This post explains ANOVA.

Chi-square

1 minute read

Published: April 16, 2021

This post explains Chi-square Test.

t Table

less than 1 minute read

Published: April 16, 2021

This post provides t Table.

t-Tests

9 minute read

Published: April 12, 2021

This post covers t-Tests.

Hyothesis

7 minute read

Published: April 12, 2021

This post covers Hypothesis Testing.

Estimation

6 minute read

Published: April 08, 2021

This post covers Estimation.

Slides

less than 1 minute read

Published: April 08, 2021

This post explains creating slides using Jupyter Notebook.

Sampling Distributions Example

4 minute read

Published: April 05, 2021

This post covers Sampling Distributions Example.

Logical and Physical Markups

5 minute read

Published: March 30, 2021

This post covers introduction to Logical and Physical Markups.

XML

8 minute read

Published: March 29, 2021

This lesson covers XML

Form Validation

8 minute read

Published: March 27, 2021

This lesson covers Client-side form validation.

Filter Elements

1 minute read

Published: March 27, 2021

This lesson covers Filtering HTML Elemens.

Document Object Model

6 minute read

Published: March 26, 2021

This lesson covers Document Object Model (DOM).

Probability Distributions

4 minute read

Published: March 19, 2021

This post covers Probability Distributions.

Normal Distribution

2 minute read

Published: March 18, 2021

This post covers Normal Distribution.

Z Table

less than 1 minute read

Published: March 18, 2021

This post provides Z Table.

Functional Programming

6 minute read

Published: March 15, 2021

This lesson covers JavaScript Functional Programming.

JavaScript Fundamentals

4 minute read

Published: March 15, 2021

This lesson covers JavaScript Fundamentals.

Outliers

1 minute read

Published: March 06, 2021

This post covers detecting outliers.

Multivariate Visualization

1 minute read

Published: March 06, 2021

This post covers Multivariate Visualization.

Sampling Distributions

8 minute read

Published: February 22, 2021

This post covers Sampling Distributions.

What is being transferred in transfer learning

3 minute read

Published: February 21, 2021

This post covers paper “What is being transferred in transfer learning” by Google / Google Brain (NeurIPS 2020).

JavaScript Fundamentals

3 minute read

Published: February 16, 2021

This lesson covers JavaScript Lab Fundamentals.

Bivariate Visualization

2 minute read

Published: February 11, 2021

This post covers Bivariate Visualization.

Univariate Visualization

2 minute read

Published: February 11, 2021

This post covers Univariate Data Visualization.

MySQL - Getting Started

less than 1 minute read

Published: February 07, 2021

This post covers installation of MySQL.

Flask-Cookie-Session

1 minute read

Published: February 02, 2021

This post covers Cookie and Session in Flask.

Flask-Profile

6 minute read

Published: February 02, 2021

This post covers user profile management system using MySQL.

Flask-Cookie

less than 1 minute read

Published: February 02, 2021

This post covers cookie in Flask!

Data Assessing and Cleaning

1 minute read

Published: January 31, 2021

This post covers Data Assessing and Cleaning.

Data Wrangling

1 minute read

Published: January 31, 2021

This post covers Data Gathering.

Flask

1 minute read

Published: January 26, 2021

This post covers forms in Flask using Calculator App!

Flask

less than 1 minute read

Published: January 26, 2021

This post covers introduction to Flask!

Projects

less than 1 minute read

Published: January 25, 2021

This post covers projects covered by Students.

Data Wrangling

1 minute read

Published: January 25, 2021

This post covers Data Wrangling.

Machine Learning

less than 1 minute read

Published: January 24, 2021

This lesson is on Machine Learning notes.

Introduction to Deep Learning

13 minute read

Published: January 24, 2021

This post covers introduction to Image Classification using Deep Learning.

Notes on CNN - Data and Loss

9 minute read

Published: January 24, 2021

This post covers CNN Architecture from cs231n.

Notes on CNN - Architecture

11 minute read

Published: January 24, 2021

This post covers CNN Architecture from cs231n.

Notes on Optimization

9 minute read

Published: January 24, 2021

This post covers Optimization and Backpropogation from cs231n.

Notes on Optimization

4 minute read

Published: January 24, 2021

This post covers Optimization and Gradient Descent from cs231n.

Image Classification

13 minute read

Published: January 24, 2021

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

Mean Median Mode

6 minute read

Published: January 19, 2021

This post covers Introduction to descriptive statistics.

Descriptive Statistics

6 minute read

Published: January 19, 2021

This post covers Introduction to descriptive statistics.

Python-Libraries

less than 1 minute read

Published: January 18, 2021

This post covers Introduction to some other python libraries.

Python - Pandas

1 minute read

Published: January 18, 2021

This post covers Introduction to Pandas.

Python - Introduction

4 minute read

Published: January 15, 2021

This post covers Introduction to Python Programming.

Python - Getting Started

less than 1 minute read

Published: January 15, 2021

Download Python.

Tableau - Dashboard and Stories

less than 1 minute read

Published: January 10, 2021

This post covers Dashboard and Stories.

Tableau - Trend Lines

less than 1 minute read

Published: January 10, 2021

This post covers Trend Lines.

Tableau - Symbol Map

less than 1 minute read

Published: January 10, 2021

This post covers Calculated Field.

Tableau - Calculated Field

less than 1 minute read

Published: January 10, 2021

This post covers Calculated Field.

Tableau - Forecasting

less than 1 minute read

Published: January 10, 2021

This post covers Forecasting.

Tableau - Data Aggregation

less than 1 minute read

Published: January 10, 2021

This post covers Data Aggregation.

Tableau - Filtering and Sorting

less than 1 minute read

Published: January 10, 2021

This post covers Filtering and Sorting

Tableau - Dimension and Measure

less than 1 minute read

Published: January 10, 2021

This post covers Dimensions and Measures.

Tableau - Visualization - Introduction

less than 1 minute read

Published: January 09, 2021

This post covers visualization.

Tableau - Connecting to Data

1 minute read

Published: January 07, 2021

Connecting to Data

MNIST-NN

2 minute read

Published: January 05, 2021

This post covers introduction to Neural Network using MNIST dataset.

MNIST-CNN

5 minute read

Published: January 05, 2021

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

HTML Forms

1 minute read

Published: January 01, 2021

This post covers introduction to HTML Forms.

2020

Tableau - Getting Started

less than 1 minute read

Published: December 22, 2020

Download Tableau Public.

HTML Fundamentals

5 minute read

Published: December 22, 2020

This lesson covers HTML Fundamentals.

CSS Fundamentals

6 minute read

Published: December 22, 2020

This lesson covers CSS Fundamentals

Maths and Statistics

3 minute read

Published: December 16, 2020

This post covers certain formulas useful for Deep Learning.

Dr Nagender Aneja

Blog posts

2021

Introduction

Connecting to Data

2020