How to convert raw data into a more usable and structured format.(image created by author with Midjourney)When learning a new tool, we usually go over the docs, watch tutorials, read [...]
Otherwise you may end up with silent mistakes or harsh consequences(image created by author with Midjourney)To most of us (or all of us), LLMs are mysterious boxes that get complicated [...]
Whether you are performing exploratory data analysis or building a complex ML system, you need to make sure the data is cleaned(image created by author with Midjourney)The web is a [...]
It is harder than you thinkImage by me with Midjourney.IntroductionIn June 9, 2022 Google set a new world record for calculating the most number of digits of Pi — 100 [...]
How to make reliable calls to ChatGPT API to build robust applicationsLLMs are everywhere now, especially ChatGPT. There are a ton of applications being built on top of it and [...]
How to make sure our queries do what we expect them to — and other future boons.Generated with MidjourneyThe field of Data Science has its roots in Mathematics and Statistics [...]
Thanks to serverless cloud services like GCP CloudRunner and Cloud Functions, we don’t need to manage costly virtual machines or servers to deploy our notebooks and execute them periodically. With [...]
Learn how to simply combine Ray Serve Deployment with asynchronous Kafka ConsumerImage is generated by MidjourneyRay is a modern open source framework that allows you to create distributed applications in [...]
Simple recipes & instant gratification on your Data WarehouseGenerated using Midjourney (paid subscription)The Snowflake community is rife with information dumps on how to optimize expensive queries. We know because we [...]
Combining python-docx and Streamlit for Data Science Report AutomationReport image generated by the author using Midjourney Basic Plan.At the end of data-related projects, whether for petrophysics or data science, creating [...]
Discover the advantages of using DevContainers and Codespaces for seamless geospatial development across platforms and devicesImage created with Midjourney. Caption: 'the world surrounded by cables, in a messy environment, cyberpunk, [...]
Even though the new PyArrow backend for Pandas is bringing exciting features, it still looks disappointing in terms of speed.Image by author via MidjourneyPeople have been complaining about Pandas' speed [...]
If images are just matrices of pixel values, can ChatGPT write code to produce matrices corresponding to meaningful imagery?Photo by Jonathan Kemper on UnsplashLike many, I’ve found myself enthralled with [...]