In this guide, we take a look at Natural Language Processing, NLP in Python. Natural Language is a very extensive topic and very powerful machine learning algorithm you can build. This is very useful in many areas of most industries. Credits to Jose Portilla, creator of Learning Python for Data Analysis and Visualization course on Udemy
After writing your script, you might want to schedule it to run periodically, let’s say, Daily, Weekly or Any Time interval you will decide Before you schedule that you want to simply create a batch file and schedule it run with a Windows Scheduler. Here are simple steps to do that. First of all, if
I was installing Talend and I realised that Talend installation requires Java 1.7 or below but not any Java version above that. (as at the time of writing) The installation quit straight away, giving a notification that it requires Java 1.7 These are the steps I followed to get Talend installation to succeed. First I
Hi Guys, My mentor and Godfather in IT, Terry, showed me a simple and quick link to connect to Google Analytics API. Hope you also find it useful. Link is as below: https://ga-dev-tools.appspot.com/query-explorer/ To connect to your Google Analytics, Simply click on the link : https://ga-dev-tools.appspot.com/query-explorer/ Enter your login details for your Google Analytics account
This week we have a look at Data Alignment in Python In [1]: import numpy as np import pandas as pd from pandas import Series, DataFrame In [2]: #create series ser1 = Series([0,1,3], index=[‘A’,’B’,’C’]) ser1 Out[2]: A 0 B 1 C 3 dtype: int64 In [3]: ser2 = Series([3,4,5,6], index=[‘A’,’B’,’C’,’D’]) ser2 Out[3]: A 3 B
Sometimes, you need some mock or test data to either test your program or for your analysis or to populate your database. Or sometimes, you need some sample or mock data to illustrate or explain a concept but you do not want to use your companies’ data or your delicate data. There are a
Have you ever thought of tackling Data Science competitions from top competition websites such as Kaggle.com or you have a Data Science project and you are not sure how to start on it or where to start exactly from and how to go through it ? Or you simply have an idea but want to
In this quick guide, we will be looking at the simply command structure/syntax of SQL – DQL. SQL – Stands for Structured Query Language. It is a language that is used to communicate with a database. DQL– Data Query Language aspect of MySQL. As an Data Scientist or aspiring one, you will be interacting with lots
Having started my journey in Data Science. I came across Mean Squared Error several times and realised how important that concept is. Then I started working on project and needed to really understand what Mean Squared Error is ? So what is Mean Squared Error ? Simply, let’s say you are building your model. And
I worked with a World Bank Dataset provided by the Course instructors. The research question was: Prediction of Adjusted Net National Income Per Capita of Countries Brief Introduction to the Research Question The purpose of this project was to identify the best predictors for Adjusted Net National Income Per Capita of countries from multiple World
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