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 »
Do you love reading but you seem not to have all the time to read lengthy documents and articles? Then this application we will be building will help you set up a simple solution for your challenge. We will call this app Summaryzer Web App. In this tutorial we will be building a Text/Document Summarizer …
Building A Text Summarizer Web App with Flask ,SpaCy,NLTK,Gensim & Sumy [Summaryzer App] Read More »
Text Summarization Using Sumy & Python In this tutorial we will learn about how to summarize documents or text using a simple yet powerful package called Sumy. How to Installation pip install sumy Sumy offers several algorithms and methods for summarization such as: Luhn – heurestic method Latent Semantic Analysis Edmundson heurestic method with previous …