Lambda functions often don’t have the required libraries ready to use. and you will get error messages like: Unable to import module 'lambda_function': no module named google AWS offers you a way to import external libraries and use them in your lambda function. In this example, I will use the google…

You don’t know how to get started? Check out this fast pace tutorial. How to handle state in Streamlit Why is State-Management in Streamlit important? Streamlit works a bit different compared to other UI Frameworks (React/Angular/…). Usually you can use variables to store values for a count or a form. …

pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool, Built on top of the Python programming language. Pandas are one of the most popular data manipulation libraries. It offers similar functionality R provides with one big advantage, Its Python. Because it’s written…

Have you ever wondered how to get notifications in AWS if something fails? AWS provides different methods, one of the easiest one is called SNS (Simple Notification Service). This tutorial shows you on how to get an E-Mail notification if your Lambda function fails with SNS. …

Redis (Remote Dictionary Server) is an NoSQL in memory database which can be used for caching, queues, leaderboards, session store, geospatial data, media streaming, realtime analytics. Redis has a response time below 1 millisecond and is ideal for real-time applications. Redis runs only on Linux, however you can install it…

Inserting a DataFrame into a Database without writing SQL code is possible with SQLAlchemy and Pandas with Python. SQLAlchemy is the Python SQL toolkit and Object Relational Mapper that gives application developers the full power and flexibility of SQL. Combining Pandas and SQLAlchemy allows you to insert the whole DF…

Redis (Remote Dictionary Server) is a NoSQL in memory database which can be used for caching, queues, leader boards, session store, geospatial data, media streaming, real time analytics. Redis is not meant to be run on Windows however its possible to install Redis on a Windows machine. …

Did you know, you can create a web UI entirely in Python? Streamlit is a python framework which allows you to write a dynamic web page in python. With just two lines of python code you can get a running webpage import streamlit as st st.title('Hello World') Run the script…

There are different variations of innovations and it’s important to pick the right to create the innovation strategy. Innovation Types We categories into four different innovation types. Usually everyone wants to do Disruptive innovation because it’s on the top right and it seems to be the most interesting and live changing one. This…