Dr Nagender Aneja

Dr Nagender Aneja

Posts by Tags

Adversarial Machine Learning

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.

Chi-square

Convolution Neural Network

MNIST-CNN

5 minute read

Published:

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

Data Analysis

Data Analysis

less than 1 minute read

Published:

This post covers Data Analysis using R.

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.

Deep Learning

Introduction

10 minute read

Published:

  • Artificial intelligence (AI) is a thriving field with many practical applications and active research topics.

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

Headstart

Hypothesis Testing

t-Test

10 minute read

Published:

This post covers t-Tests.

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.

Introduction

10 minute read

Published:

  • Artificial intelligence (AI) is a thriving field with many practical applications and active research topics.

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.

Introduction

Python - Introduction

4 minute read

Published:

This post covers Introduction to Python Programming.

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

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.

Maths

Maths and Statistics

3 minute read

Published:

This post covers certain formulas useful for Deep Learning.

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.

Papers

Probability Distributions

Projects

Projects

less than 1 minute read

Published:

This page covers projects completed by Students.

Python

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

Outliers

1 minute read

Published:

This post covers detecting outliers.

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.

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.

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.

Research

Sampling Distributions

Slides

Slides

less than 1 minute read

Published:

This post explains creating slides using Jupyter Notebook.

Statistics

Linear Regression

22 minute read

Published:

This lesson covers Linear Regression.

Maths and Statistics

3 minute read

Published:

This post covers certain formulas useful for Deep Learning.

Tableau

Projects

less than 1 minute read

Published:

This page covers projects completed by Students.

Z table

Z Table

less than 1 minute read

Published:

This post provides Z Table.

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.

t table

ANOVA

10 minute read

Published:

This post explains ANOVA.

t Table

less than 1 minute read

Published:

This post provides t Table.