Among the many applications of machine learning and AI is text classification. In this tutorial we will see how to build a news classifier app with streamlit and python. We will be using our already prepared ML models to help us with our prediction. First of all, let us install the various packages we will …
Building a News Classifier Machine Learning App with Streamlit Read More »
In this tutorial, we will be learning how to use an awesome framework called streamlit to productionize our machine learning models. We will learn how to embed our ML models into streamlit, we will build machine learning apps with streamlit. So what is Streamlit? Streamlit is a machine learning framework for building production ready ML …
Building Machine Learning Apps with Streamlit (How to Embed ML Models) Read More »
Streamlit makes the creation of ML tools and Data Science Apps very easy and simple. In this tutorial we will see how to deploy our awesome streamlit apps on Amazon Web Services(AWS). We will be using the aws EC2 service. EC2 is an elastic cloud compute that acts as a virtual server that operate in …
Streamlit is so cool. After scanning through their documentations and api, as always we will build a simple Exploratory Data Analysis (EDA) app using streamlit in python. We will be building one for the famous iris dataset. First of all what is streamlit? Streamlit is a great framework for building ML tools with speed. It …
Building An Iris Exploratory Data Analysis App with Streamlit in Python Read More »
The rise of Artificial Intelligence and Machine Learning has changed the way we live. Many people are venturing into this new field and have been mastering how to build machine learning(ML) models. The benefits of building ML models are enormous but we can do more than just build models. We will have to utilize these …
Embedding Machine Learning Models Into Web App with Flask Read More »
Predicting Authors of Bible Passages with Machine Learning(Author Attribution) Machine learning and AI have impacted the way we do things in this era, almost every industry can benefit from ML. In this article we will see how to use ML to predict the particular author of a bible passage. This is a build up of …
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We have been building a lot of CLI apps with CLICK in python. In this tutorial we will learn how to test these applications to make it more production ready. It is a useful practice to test your programs and CLI apps you build. CLICK comes with its own unit testing suite which makes it …
Unit Testing CLI Applications built with Python CLICK Read More »
One of the most difficult things to do is getting names for your website or even your business. You may not think this is an issue until you try searching for a name and the domain name is already taken whaaat!! Yeah you will have to try and try several options before you can arrive …
Building A Domain Name Generation Web Application and CLI Read More »
FireNotes Firenotes is a simple notes taking and keeping CLI just like TermiPad but in this case it is built with Google’s Python Package called Fire. Hence the name FireNotes. FireNotes offers the ability to write your notes in the terminal or command prompts with easy. How to Use FireNotes python firenotes.py — –help Check …
FireNotes – A Notes Taking CLI built with Google’s Fire Read More »
TermiPad No need of leaving your terminal or cmd prompt , you can just store that idea,notes or message right away in your terminal using ‘TermiPad‘, a simple note-taking and note-keeping CLI built with python. Termipad offers you the benefit of writing your notes from the terminal . Explore the various benefits of termipad. How …