Exploring your dataset is an essential aspect of every data science task or project. As an aspect of the Data Science Life Cycle , it allows you to derive descriptive and practical insight into what your data comprises of. It is essential to know how to derive such insight from your data by creating your …
3 Exploratory Data Analysis Tools In Python For Data Science Read More »
The simplicity that streamlit offers for building apps is so cool and useful. But sometimes you may be constrained by lack of compute or incompatible working environment on your local computer. In most cases Colab solves that problem. But what if you want to share your streamlit app with others from Colab. In this tutorial …
Exploratory Data Analysis is an important aspect of any data science project. It forms the initial steps before moving into the Machine learning aspects. In this tutorial we will be exploring the drug review dataset using python in an elaborate way. In doing EDA (exploratory data analysis) it is recommended to keep in mind the …
Exploratory Data Analysis of Drug Review Dataset using Python Read More »
Unsupervised Machine learning has several applications among them include its usage in identifying patterns and for clustering similar data into clusters or groups. In this tutorial we will see how to use unsupervised ML to perform a simple task of identifying the right continents a country belongs to given the longitude and the latitude. Unsupervised …
Clustering Countries into Continents using Unsupervised Machine Learning Read More »
As a developer or data scientist or programmer that works with data, it is essential to know how to protect your data and keep it secure. In this tutorial we will learn about the various ways we can protect our data using python. We will be focusing specifically on protecting passwords. In building a CRUD …
Securing Data Using Password Hashing and Data Encryption Read More »
In this tutorial we will be exploring Rich – a python package for working with rich text and beautiful formatting in the terminal or command prompt. First of all let see some of the benefits we can do with this package. Adding Color and Style to Text Emoji Markdown Syntax Highlighting Tables In the Terminal …
Rich Text and Beautiful Formatting in the Terminal with Rich Python Read More »
In the previous tutorial we saw how to build a simple login page for Streamlit,in this post we will check out the various ways to secure our app and in most cases any web app that has a login and a form of database. In designing your web applications there are certain measures to take …
Securing Login Page/Section From SQL Injections – For Streamlit Apps Read More »
In the previous tutorial we learnt how to build a simple CRuD app with Streamlit for blogging. Our blog had no login page hence in this post, we will see how to add a login and signup section to our initial app. We will start with a simple app demonstrating the concept and then apply …
How to Add A Login & Sign-up Section to Streamlit Blog App Read More »
In this tutorial we will see how to use streamlit to build a simple CRUD blog app. CRUD stands for Create, Read,Update and Delete. In our case we will be building a CRD app, we will leave the Update for another time. Streamlit is quite young as compared to other popular frameworks like Flask,Django,Pyramid, etc. …
Build a Simple CRUD Blog with Streamlit and Python Read More »
Nature runs on two important concepts, Systems and Optimization. This can be seen in almost every aspect of life. God operates the world using systems and optimization. By these concepts most problems can be solved. In this tutorial we will pick the concept of optimization and narrow it down a bit. So what is optimization? …