# Yearly Archives: 2020

## Relationship between Binomial and Poisson distributions

In this post, we are going to discuss the Relationship between Binomial and Poisson distributions. We know that Poisson distribution is a limit of Binomial distribution for a large n (number of trials) and small p (independent probability for each trial) values. A large number of trials n with very small probability p indicates a rare event in a binomial distribution. Considering this, we will simulate these distributions and then we will create a  CDF (cumulative distributed function) plot of Binomial and Poisson distributions. It will help us to understand the similarity between a Poisson experiment and a rare event Binomial experiment.

In this post, we will not be going into the mathematical details of Binomial and Poisson distributions. However, we will be using NumPy’s random module available in Python to simulate these distributions using a technique called bootstrapping.

## Relationship between Binomial and Poisson distributions

Let’s start by understanding the … More

## Delete statement

In the previous chapter, we discussed the T-SQL’s Update statement. Now, in this chapter, we are going to discuss how we can use T-SQL’s DELETE command to delete records from a table in SQL Server. We will also discuss some best practices we need to follow while using the DELETE command in MS SQL Server.

## What is DELETE command

DELETE command is used to delete/remove existing records from a SQL table. Depending on the need, we can delete all or a few selected records from a table. If required, we can delete the records in a table based on the records which exist in other tables. However, in this case, we need to join all the table(s) in the FROM clause of the DELETE statement. Let’s have a look at the syntax of the DELETE statement:

### Syntax of DELETE command in SQL Server

To delete all the records in … More

## Convert Jupyter notebooks to PDF

Jupyter lab is the next-generation web-based UI experience for Jupyter notebook users. It facilitates a tab-based programming interface that is highly extensible and interactive. It supports 40+ programming languages. We have already discussed how we can use Jupyter notebooks for interactive data analysis with SQL Server. With the help of Jupyter notebooks, we can keep headings, comments, code, output, and advanced charts and visuals in a single document in an orderly fashion. It helps Data Scientists and Data Analysts to have highly interactive presentations. In case you have already installed Jupyter notebooks and want to know how we can change the home directory for Jupyter notebooks, visit the blog “Change Jupyter Notebook startup folder on Windows and Mac OS “. Let’s discuss how we can Convert Jupyter notebooks to PDF documents directly from the web-browser or using nbconvert command from command prompt.

During … More

## Interactive Data Analysis with SQL Server using Jupyter Notebooks

In this post “Interactive Data Analysis with SQL Server using Jupyter Notebooks“, we will demonstrate how we can use Jupyter Notebooks for interactive data analysis with SQL Server. Jupyter notebooks are one of the most useful tools for any Data Scientist/Data Analyst. It supports 40+ programming languages and facilitates web-based interactive programming IDE. We can put comments, headings, codes, and output in one single document. This document maintains the context to the original data source which means we can re-execute the code whenever we need it. This feature facilitates Data scientists/Data analysts to play with the code during the presentations. Also, these notebooks are very handy in sharing and can be shared easily across the teams.

## What is Jupyter Lab

Jupyter Lab is the next-generation web-based tool for Jupyter notebooks. It enables tab based programming model which is highly extensible. We can arrange multiple windows … More

## Update statement

In the previous chapter, we discussed the T-SQL’s Insert statement. Now, in this chapter, we are going to discuss the T-SQL’s UPDATE command. We will discuss how we can use the T-SQL’s Update command with the help of examples. We will also discuss some best practices we need to follow while using the UPDATE command in SQL Server.

## What is UPDATE command

UPDATE command is used to modify existing records in a SQL table. Depending on the need, we can update all or a few selected records in a table. Also, we can update the records in a table based on the records of other tables. However, in this case, we need to join all the tables in the FROM clause of the UPDATE statement. Let’s have a look at the syntax of the UPDATE statement which updates all rows of the table:

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