## How to do Data Science Project

Data science project can be a challenging but rewarding process. By following the steps we can use in this blog, you can work through the project in an organ...

Data science project can be a challenging but rewarding process. By following the steps we can use in this blog, you can work through the project in an organ...

Previously, we wrote blogs on many machine learning algorithms (Classification, Predication) as well as many other topics to help you sharpen your knowledge ...

Previously, we wrote blogs on many machine learning algorithms (Classification, Predication) as well as many other topics to help you sharpen your knowledge ...

Previously, we wrote blogs on many machine learning algorithms(Classification, Predication) as well as many other topics to help you sharpen your knowledge o...

Previously, we wrote blogs on many machine learning algorithms as well as many other topics to help you broaden your knowledge. Please kindly visit our site ...

Previously, we wrote blogs on many machine learning algorithms as well as many other topics to help you broaden your knowledge. Please kindly visit our site ...

Load the dataset First, import the packages required to continue.

Previously, we wrote blogs on many machine learning algorithms as well as many other topics to help you broaden your knowledge. Please kindly visit our sit...

We shared the blog, which all are related to Monte Carlo based on simple sampling. To see the previous blogs of Monte Carlo, you can visit the following link.

Estimation of Value of Pi From Area of Circle in Two Dimension Using Monte Carlo

Introduction A method of dimensional reduction is PCA. When a machine learning method has a large number of features, we must choose the features that contri...

Introduction integration

What is Random Number A random number is one that is selected at random, as the name suggests, from a group of numbers. As they tend to be excessively slow f...

News Classification with Simple Neural Network is one of the application of Deep Learning. And here in this part of the blog, I am going to perform a Nepali ...

Basic Introduction to RNN A type of neural network called a recurrent neural network (RNN) uses the output from a previous step as input for the current step...

Introduction To manipulating vectors means we perform some arithmetics operation on these vectors. By performing some arithmetics on vectors resulting vector...

Basic Introduction Of GRU There are two primary issues with recurrent neural networks Calculations of gradients either fail or explode.

Basic Introduction about LSTM RNNs are unable to remember long-term dependencies in time series data because of the vanishing gradient issue. An RNN version ...

Introduction of Clustering Clustering is the process of organizing a collection of concrete or abstract things into classes of related objects. A cluster is ...

Vector Space Model

NLP Pipeline

Several widely used NLP algorithms

Basic Introduction of NLP Images in this blog are borrowed from lecture note of Prof. Bal Krishna Bal.

Kruskal Wallis H Test

Multilayer Perceptron (MLP)

Artificial Neuron Network

What is Hypothesis Testing

Monte Carlo Simulations

Multilayer Perceptron (MLP)

Polynomial Regression

Validation & Cross-validation for Predictive Modelling including Linear Model as well as Multi Linear Model

Naive Bayes for Nepali News Classification Hello everyone, welcome back to our blog about news classification and in this blog, we are going to explore Naive...

Logistic Regression for Nepali News Classification Hello everyone, and welcome back to my news categorization blog. In this blog, I’ll be looking into Logist...

Introduction Hello everyone, in this blog, we are going to perform EDA on Nepali News that I scraped back in 2021. EDA is the basic step done in any Data Sci...

Gradient Descent Gradient Descent is the most popular optimizer to update parameters and it uses the gradient of the error with respect to the parameter. But...

Logistic Regression From Scratch

Association Rule Mining

Getting Started with ggplot2 in R

Social Network Analysis

Load Data Dataset is available here.

Data Analysis Using Pipe Operator in R

Check the data mtcars with head and save a new data as mtcars.subset after dropping two non-numeric (binary) variables for PCA analysis

Nepal COVID-19 data extracted from Wikipedia to fit the following models with daily deaths as dependent variable and time as independent variable

Import any data from JSON API

Introduction

Introduction

Making a Stack Data Type in Python

Getting Started With Dataframe.

Text Mining and its Importance in NLP, ML and AI

Getting Started With R .

Scrapping News Data From Gorkhapatra News Portal Using python and BeautifulSoup.

Scrapping News Data From ekantipur News Portal Using python and BeautifulSoup.

Scrapping News Data From Onlinekhabar Post News Portal

How to findout multiple numbers.

How to findout Square Number.

How to findout HCF.

How to findout prime or composite.

Conversion From Non Perfect Number Into Perfect Number.

Conversion From Decimal to Binary in Python.

What is fourior Series

Some real world application of fourier series:-

Complex form of fourier series

What is Matrices:-

Let \(F : x \Rightarrow y\)

Let \(f : X \rightarrow Y\) be a function. If B is subset of y then its inverse image \(f^-B\) is the subset of x define by

Let \(f : X \rightarrow Y\) be a function. If B is subset of y then its inverse image \(f^-B\) is the subset of x define by

Show that the function

Condider the following two statement

We know that the statement

Distinguish between two statements \((\forall x \in R)\ ( \exists y \in R)\ (x + y = 0 )\ and\ ( \exists y \in R)\ ( \forall x \in R)\ (x + Y = 0)\) Sol...

Graph Graph Theory is the subject of study of graphs, which are mathematical structures used to model pairwise relations between objects.

Some application of Graph In real World.

Question: Does the zero vector have no basis? Justify . Construct the real polynomial degree at most 2 whose graph contaions the point \((-4 , 24) ,(1 , 9)\ ...

Question: Find row echelon form and reduce row echelon form A = \(\left[\begin{array}{cc} 0&-1 &2&3&4\\2&1&3&4&1\\1&3...

Question: Is the trace of square matrice the product of its diagonal entries ? Justify. Determine whether the set \(w = [ (a_1 , a_2 , a_3) \in R_3 : a_1 + 2...

Homework Assigment 1 of linear Algebra Solution set 1

Question: May a vector space have more than one zero vector?justify. Let \(v = {(a_1, a_2):a_1, a_2 \in R}\). for \((a_1, a_2)\) , \((b_1, b_2)\) = \((a_1 + ...

Question: Is the zero vector a linear combination of any nonempty set of vectors ? Justify. Is the set of all differential real valued functions defined on R...

Question a: Is the span of \(\phi\) is \(\phi\) ? justify. The vectors \(u_1 = ( 2, -3 , 1) , u_2 = (1 , 4 , -2) , u_3 = (-8 , 12 , -4) , u_4 = ( 1 , 37 , -1...

Question:a. Is the empty set a subspace of every vector space ? Justify and let s = \({(a, b, (a + b):a, b \in R)}\) . Is a subspace of \(R^3\) under the us...

Question: Does ax = bx imply a = b in any vector space? Justify. Let v = \({(a_1, a_2):a_1, a_2 \in f}\) where f is field. Define addition of elements of v c...

Introduction What if I did this? What if I couldn’t do this? $$ (a + b)^2 = a^2 + 2ab + b^2 (a - b)^2 = a^2 - 2ab + b^2

Introduction What if I did this? What if I couldn’t do this?

Introduction I was teaching secondary level students on 2019 and I was learning lots of things during that 1 year. It was really an amazing experience that I...