Notepub (Official)

Note published by Notepub's official team.

Python for Data Science – Exploratory Data Analysis – IRIS Dataset

Exploratory Data Analysis (EDA) is a visual method for finding structures in data with the power of the human eye or brain that can easily detect structures or process the patterns. However, it is very difficult when the dataset is larger. EDA is essential before going to apply actual machine learning algorithms for the different kinds …

Python for Data Science – Exploratory Data Analysis – IRIS Dataset Read More »

 1,452 total views

Python Seaborn for Data Visualization – Scatter plots

This note will learn how to use the python seaborn library to draw scatter plots with various customization on the function parameters to display it in different ways to analyze and extract information from the scatter plots.  We use the dm_office_sales.csv dataset, which contains categorical and continuous variables or features without missing data.  Importing data …

Python Seaborn for Data Visualization – Scatter plots Read More »

 711 total views

Python Seaborn for Data Analysis & Visualization – Introduction

Seaborn is a Python data visualization library built on top of the matplotlib library. It provides a high-level interface for drawing attractive and informative statistical graphics. It is specifically designed to interact with Pandas DataFrames to create statistical plots by providing various functions to draw plots, and all the customization is done through function arguments. …

Python Seaborn for Data Analysis & Visualization – Introduction Read More »

 76 total views,  1 views today

Python for Data Science – Data Visualization – Totoya Dataset

In this note, we will learn to create basic plots using the matplotlib and seaborn libraries on the Totoya dataset. The basic plots include a Scatter plot, Histogram, Bar plot, Box and whiskers plot, and Pairwise plots. Before going into various kinds of plots, let us first understand what data visualization is. Data visualization allows …

Python for Data Science – Data Visualization – Totoya Dataset Read More »

 981 total views

Python for Data Science – Exploratory Data Analysis – Totoya Dataset

Exploratory Data Analysis (EDA) is an approach for data analysis that includes various techniques to gather the maximum insight from a data set, uncover underlying structure, extract important parameters, and detect outliers and anomalies. EDA techniques are graphical in nature with a few quantitative techniques. The reason for using graphics or plots is that we can …

Python for Data Science – Exploratory Data Analysis – Totoya Dataset Read More »

 387 total views

Python for Data Science – Introduction

In this entire note series of Python for Data Science, we will only focus on the basic programming aspects essential for analyzing data and extracting meaningful information rather than deep dive into the nitty-gritty of python programming language or machine learning algorithms. Data Science It is an interdisciplinary field that combines computer science, statistics, and …

Python for Data Science – Introduction Read More »

 262 total views

Python Fundamentals – Data Structure

This note will understand various sequential and non-sequential data types—the major difference between these data types and when, where, and how to use them. The selection of the correct data types is crucial for designing and implementing data science learning modules. These data types allow us to store multiple values in an organized and efficient …

Python Fundamentals – Data Structure Read More »

 96 total views

Blockchain for Enterprise – Use Cases

This note will try to understand when to use blockchain technology and the conditions to be taken care of before building blockchain applications.  Although blockchain technology is not very mature yet, it is still maturing as a technology. The industry started investing money in this technology because it can transform business processes from manual or …

Blockchain for Enterprise – Use Cases Read More »

 242 total views

Blockchain for Enterprise – Hyperledger Fabric – Composer

Many projects are also part of the hyperledger consortium, and one of them is hyperledger composer. It gives higher-level abstractions for business users to come and develop applications on top of a blockchain (hyperledger fabric). So instead of being having to work with the nitty-gritty details of the blockchain platform, business users can work at …

Blockchain for Enterprise – Hyperledger Fabric – Composer Read More »

 85 total views

Scroll to Top
Scroll to Top