When dealing with data analysis and data science, it is essential to have consistent column names to enable you do most of the selection of the columns for your analysis. But in certain cases, the name of your columns may not be consistent and may have issues such as: Inconsistent Cases Presence of Spaces Between …
Data Cleaning In Python – Working with Column Names Read More »
Data Science Hierarchy of Needs The Data science hierarchy of needs or pyramids simulated after the Maslow’s Hierarchy of Needs describes the various steps and concepts needed to derive the best profits and benefits from AI actualization,”the Self Actualization”in Maslow’s hierarchy of needs and how to reach AI Actualization. It details the numerous methods,algorithms,tools and …
The ability to predict and forecast future events and outcome is essential to any business and organization. Fortunately there are several tools and procedure to enable us to do so. One of these procedures is time series analysis. So what is time series analysis? First of all let us define a time series and then …
Have you every wondered why Google, Amazon, Facebook, Microsoft, Apple, Alibaba ,etc invest millions of dollars into data science and artificial intelligence? Google applies AI to almost all it services and products from search to recommendation systems on YouTube,to Google Home to Google Translate and even automatic text suggestion in G-mail. The big guys …
In this tutorial we will see how to classify text/document using machine learning and then move on to interpret our classification model with Eli5. This is the workflow we will be using in this project. Text Preprocessing We will be using spacy and basic python to preprocess our documents to get a clean dataset We …
Text Classification and ML Model Interpretation with ELi5,Sklearn and SpaCy Read More »
How to Organize your files with python and click It is a common thing for our desktop and documents folder on our PC to be crowded and this makes it difficult to find the kind of file you want at any particular time. So the best way to do this is to organize all your …
Document Redaction & Censoring Web App with SpaCy In this tutorial we will be building a document redaction and sanitization web application with flask and spacy. We will be using spaCy’s named entity recognition to help us in our document redaction and censorship. SpaCy has a very powerful named entity recognition feature that allows us …
Document Redaction & Censoring Web App with SpaCy Read More »
Building an Email ,Phone Number and URL extractor web application In this tutorial we will build a simple web application for extracting email,phone numbers and urls in a simplified way. We will be using flask as our back-end and bootstrap as our front-end frameworks. The main idea is to use regular expression to extract our …
Automatic Redaction of Document using Spacy’s Named Entity Recognition In this tutorial we will see how to use spacy to do document redaction and sanitization. So what is document sanitization or redaction? Sanitization is the process of removing sensitive information from a document or other message (or sometimes encrypting it), so that the document may …
Document Redaction & Sanitization Using SpaCy’s Named Entity Recognition Read More »
Predicting Bible Verse and their location using ML with Python In this tutorial we will be learning how to predict the location of a particular bible verse or passage whether they are in the old testament or new testament using Machine Learning. This is a supervised machine learning approach in which we have a set …
Predicting Location of Bible Passages/Verses Using Machine Learning with Python Read More »