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Wendy Navarrete
Wendy Navarrete

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Published in Towards Data Science

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Create your own Python package and publish it into PyPI

In this article, you will find simple steps to convert your code into a Python package and upload it to the Python Package Index site a.k.a PyPI repository — Would you like to share your code with the worldwide community of Python developers? Let’s start! I am assuming most of the people, who are reading this article, have already run the command below. But, what happens behind the scenes? pip install pandas

Towards Data Science

5 min read

Create your own Python package and publish it into PyPI
Create your own Python package and publish it into PyPI

Nov 26, 2020

Los 6 pasos de una consulta SELECT

Usando un ejemplo muy sencillo, te voy a contar detalladamente lo que sucede al ejecutarse una consulta SQL Introducción En esta artículo, voy a describirte paso a paso el proceso lógico que se lleva a cabo cuando ejecutamos una consulta en una base de datos relacional. …

Sql

4 min read

Los 6 pasos de una consulta SELECT
Los 6 pasos de una consulta SELECT

Published in Towards Data Science

·Jul 6, 2020

Creating My Own Dataset using BeautifulSoup

How to apply Web Scrapping using BeautifulSoup library for building a customized dataset for future analysis. — The goal of this project is to create my own dataset using Web Scraping, extracting Boston apartment rental data from the RentHop site and saving it into a CSV file. I will follow 4 simple steps: Access Web Page Locate Specific Information Retrieve Data Save Data Loading Libraries import pandas as pd import…

Web Scraping

4 min read

Creating My Own Dataset using BeautifulSoup
Creating My Own Dataset using BeautifulSoup

Published in Towards Data Science

·Jun 18, 2020

The 6 Steps of a SQL Select Statement Process

A detailed explanation of a query execution order using a simple example — Introduction In this article, I will describe step by step the logical process phases during the execution of a query into a relational database. For doing that, I am going to use two simple unnormalized form tables: Citizen and City. They are described as followed:

Logical Process

4 min read

The 6 Steps of a SQL Select Statement  Process
The 6 Steps of a SQL Select Statement  Process

Published in Towards Data Science

·Jun 1, 2020

Principal Component Analysis with NumPy

The key steps of PCA in practice using functions only from NumPy library — PCA It is a technique commonly used for linear dimensionality reduction. The idea behind PCA is to find lower dimensional representations of data that retain as much information as possible. Let’s start following next steps. Loading libraries %matplotlib inline import pandas as pd import matplotlib.pyplot as plt import numpy as np import seaborn as sns…

Numpy

5 min read

PCA with numpy
PCA with numpy
Wendy Navarrete

Wendy Navarrete

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