Mastering Asynchronous Programming in Python: A Comprehensive Guide | Raman Bazhanau
Steering Large Language Models with Pydantic, Multithreading in Python, Getting started with Highcharts and with some more interesting articles
Steering Large Language Models with Pydantic
LLMs will give answers as text well but at the application level it would be great if it is in JSON format. We can get the data in JSON format using Prompt engineering, but it comes with its own set of problems. In this article, Jason Liu covered using the Pydantic & instructor packages how we can manage things better.
# Jason Liu
Mastering Asynchronous Programming in Python: A Comprehensive Guide
Like IO operations for some of the tasks Asynchronous programming is a great choice. Raman Bazhanau gave a good understanding and explained with great examples. It’s a long read but a very good one to get an understanding of Asynchronous programming & asyncio.
# Raman Bazhanau
The Price of Beauty: A Data Analysis of Chemicals in Cosmetics
We all know that chemicals are used in Cosmetics products but don’t know who is using more or what is the most used toxic one. Using pandas, Madhu Shree Aravindan uncovered all those things. This article will give you a good idea about pandas and toxic materials used in Cosmetics.
# Madhu Shree Aravindan
Transform your Pandas Dataframes: Styles, 🎨 Colors, and 😎 Emojis
Charts and Graphs will help us understand data, but sometimes even the tables are enough if we use colours properly. Romy Mendez came up with another great article which will teach you how to add colours and styles to Pandas DataFrames.
# Romy Mendez
Multithreading in Python
We all love Python because of its simplicity but to handle complex tasks we need to know its depths, Multithreading is one of them. This article will give you a great idea about it.
Shiny for Python - Overview
Several data scientists use R and Python. It would be great if both have the same kind of libraries. Shiny is also kind of one of them. It is to build web apps for data science projects.
Getting started with Highcharts
This article is a good place to get an idea about Highcharts which is a popular library for charts and graphs in the javascript world. In Python, we have a wrapper for the same.