Dr Nagender Aneja

Dr Nagender Aneja

Asst. Prof. School of Digital Science

Posts by Tags

Adversarial Machine Learning

Aggregation

Architecture

Backpropogation

CNN

Image Classification

13 minute read

Published:

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

CSS Fundamentals

CSS Fundamentals

6 minute read

Published:

This lesson covers CSS Fundamentals

Calculated Field

Calculator

Flask

1 minute read

Published:

This post covers forms in Flask using Calculator App!

Chi-square

Convolution Neural Network

MNIST-CNN

5 minute read

Published:

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

Cookie

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!

Dashboard

Data Analysis

Data Analysis

less than 1 minute read

Published:

This post covers Data Analysis using R.

Data Analytics

Datasets

less than 1 minute read

Published:

This lesson covers possible datasets to be used for projects.

Data Assessing

Data Cleaning

Data Gathering

Data Gathering

1 minute read

Published:

This post covers Data Gathering.

Data Visualization

Visualization

1 minute read

Published:

This post covers Multivariate Visualization.

Visualization

3 minute read

Published:

This post covers Bivariate Visualization.

Data Wrangling

Data Wrangling

1 minute read

Published:

This post covers Data Wrangling.

Datasets

Datasets

less than 1 minute read

Published:

This lesson covers possible datasets to be used for projects.

Deep Learning

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.

Discovery Year

DY

less than 1 minute read

Published:

This page covers the discovery year process and opportunities.

Dynamik

Estimation

Filtering

Flask

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!

Forecasting

Forms

HTML Forms

1 minute read

Published:

This post covers introduction to HTML Forms.

Functional Programming

HTML

HTML Forms

1 minute read

Published:

This post covers introduction to HTML Forms.

HTML Fundamentals

HTML Fundamentals

5 minute read

Published:

This lesson covers HTML Fundamentals.

Headstart

Hypothesis Testing

t-Tests

10 minute read

Published:

This post covers t-Tests.

ISLR

R Commands

1 minute read

Published:

This lesson is on basic commands of R

Image Classification

Image Classification

13 minute read

Published:

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

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.

Internet Programming and Development (SS-2201)

HTML Fundamentals

5 minute read

Published:

This lesson covers HTML Fundamentals.

CSS Fundamentals

6 minute read

Published:

This lesson covers CSS Fundamentals

Introduction

Python - Introduction

4 minute read

Published:

This post covers Introduction to Python Programming.

JavaScript

JavaScript Fundamentals

Jupyter

Jupyter

less than 1 minute read

Published:

This lesson covers an introduction to Jupyter Notebook/Lab.

Jupyter Notebook

Slides

less than 1 minute read

Published:

This post explains creating slides using Jupyter Notebook.

Libraries

Python-Libraries

less than 1 minute read

Published:

This post covers Introduction to some other python libraries.

Linear Classification

Logical Markups

MNIST

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.

Map

Maths

Maths and Statistics

3 minute read

Published:

This post covers certain formulas useful for Deep Learning.

MySQL - Getting Started

Neural Network

MNIST-NN

2 minute read

Published:

This post covers introduction to Neural Network using MNIST dataset.

Normal Distribution

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

Outliers

Outliers

1 minute read

Published:

This post covers detecting outliers.

Pandas

Python - Pandas

1 minute read

Published:

This post covers Introduction to Pandas.

Descriptive Statistics

15 minute read

Published:

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

Papers

Physical Markups

Probability Distributions

Projects

Projects

less than 1 minute read

Published:

This page covers projects completed by Students.

Python

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.

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

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.

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.

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!

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.

Python - Getting Started

R

Data Analysis

less than 1 minute read

Published:

This post covers Data Analysis using R.

R Commands

1 minute read

Published:

This lesson is on basic commands of R

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

R - Getting Started

Research

Sampling Distributions

Session

Flask-Cookie-Session

1 minute read

Published:

This post covers Cookie and Session in Flask.

Slides

Slides

less than 1 minute read

Published:

This post explains creating slides using Jupyter Notebook.

Sorting

Statistics

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.

Mean Median Mode

6 minute read

Published:

This post covers Introduction to descriptive statistics.

Maths and Statistics

3 minute read

Published:

This post covers certain formulas useful for Deep Learning.

Stories

Tableau

Projects

less than 1 minute read

Published:

This page covers projects completed by Students.

Tableau - Getting Started

Trend Lines

Twitter - Getting Started

Twitter

less than 1 minute read

Published:

User Profile

Visualization

WebApp

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!

XML

XML

8 minute read

Published:

This lesson covers XML

Z table

Z Table

less than 1 minute read

Published:

This post provides Z Table.

dplyr

dplyr

6 minute read

Published:

This lesson is from datacamp Introduction to Tidyverse

ggplot2

R Commands

1 minute read

Published:

This lesson is on basic commands of R

help cmd

Help Cmd

less than 1 minute read

Published:

This lesson is for help.

machine learning

Machine Learning

less than 1 minute read

Published:

This lesson is on Machine Learning notes.

plotly

Plotly

8 minute read

Published:

This lesson is from datacamp Introduction to Plotly

shiny

Shiny

5 minute read

Published:

This lesson is from datacamp Introduction to Shiny

t table

ANOVA

10 minute read

Published:

This post explains ANOVA.

t Table

less than 1 minute read

Published:

This post provides t Table.