Hi! I’m Andy

I help geoscience professionals become familiar with data science, machine learning and python

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Who am I?

I am a petrophysicist (a special type of geoscientist) who enjoys exploring the world of Python development, data science and machine learning, and bringing that knowledge into the geoscience domain and applying it to domain-specific problems.

Since 2020 I have been sharing numerous articles on how python and machine learning can be applied to the geoscience domain. In 2021 I launched my official YouTube channel as a way to share knowledge with a wider audience.

Feel free to check out my projects, blog posts and explore the website. If you want to get in touch you can send a message via one of my social media channels or directly via email.

Find Out More About Me
PyGWalker (Python binding of Graphic Walker) is a python library that can help speed up the data analysis and visualisation workflow directly within a Jupyter notebook. It leverages the power of interactivity by providing an interface similar to the popular data analytics software called Tableau. This video will explore some of the features of PyGWalker using one of my favourite well log data sets from the Xeek Force 2020 Machine Learning Competition. Check out the library here: https://github.com/Kanaries/pygwalker At the time of creating this video, the version of PygWalker is 0.1.4.6, and some of the features illustrated may have been updated since this version. ⭐️ If you haven't already, make sure you subscribe to the channel: https://www.youtube.com/channel/UCn1O_4_ApzbYwrsUdRoMmOg?sub_confirmation=1 ▼ ---- SUPPORT THE CHANNEL ---- ▼ ☕️ BUY ME A COFFEE: https://www.buymeacoffee.com/andymcdonaldgeo ▼ ---- RECOMMENDED BOOKS ---- ▼ As an Amazon Associate, I earn from qualifying purchases. By buying through any of the links below, I will earn a commission at no extra cost to you. PYTHON FOR DATA ANALYSIS: Data Wrangling with Pandas, NumPy, and IPython UK: https://amzn.to/3HNycJ9 US: https://amzn.to/3DL7qPv FUNDAMENTALS OF PETROPHYSICS UK: https://amzn.to/3l1PgSf PETROPHYSICS: Theory and Practice of Measuring Reservoir Rock and Fluid Transport Properties UK: https://amzn.to/30UNWZS US: https://amzn.to/3DNqBbd WELL LOGGING FOR EARTH SCIENTISTS UK: https://amzn.to/3FHsbfn US: https://amzn.to/3CILAuE GEOLOGICAL INTERPRETATION OF WELL LOGS UK: https://amzn.to/3l2v2HV US: https://amzn.to/30UOTkU ▼ ---- SOCIAL CHANNELS ---- ▼ Thanks for watching, if you want to connect you can find me at the links below: https://andymcdonaldgeo.medium.com/ https://twitter.com/geoandymcd https://www.linkedin.com/in/andymcdonaldgeo/ https://www.andymcdonald.scot/ Be sure to sign up for my newsletter to be kept updated when I post and share new content on YouTube and Medium. https://www.getrevue.co/profile/andymcdonald #datascience #petrophysics #python #datavisualization #eda
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YouTube

Since 2021, I have been running my YouTube channel that explores various topics in applying Python to geoscience and petrophysical applications.

Check out my latest video to the right, or click on the button below to go directly to my channel.

Check Out My YouTube Channel
What I create

Notion Templates

Notion is an all-in-one workspace tool that can be used for project and task management, and much more. It is very easy to use and can be readily customised to suit your needs.

This is why I have been using Notion for over 2 years to organise my work, content and knowledge. It allows me to design a system that works for me.

As a result of this, I have decided to create and sell templates for specific use cases.

Check out the examples to the right or click below to go to my Notion template page.

Check Out My Notion Templates
Data Science Hub
Academic Research Hub
Lean Canvas Model
Agile Development Dashboard
Online Course Creator