![The ‘Giveaway Piggy Back Scam’ In Full Swing [2022]](https://www.cjco.com.au/wp-content/uploads/pexels-nataliya-vaitkevich-7172791-1-scaled-2-683x1024.jpg)
The ‘Giveaway Piggy Back Scam’ In Full Swing [2022]

The oil and gas industry has come a long way in implementing cutting-edge technologies to extract resources more efficiently and accurately. Facies classification plays an essential role in drilling processes, helping organizations understand the properties of oil and gas resources. Recently, artificial intelligence (AI) and machine learning (ML) have garnered increasing interest in this domain. Snowflake and Amazon SageMaker Canvas are powerful tools that can pioneer AI-driven facies classification solutions in the industry.
Our solution involves the following steps:
To follow this solution, you will need:
Begin by uploading your datasets for training and validation into Snowflake:
To establish a connection between AWS and Snowflake, first, create a specific IAM role for Snowflake integration. Then, set up an External Function in Snowflake and create a Snowflake integration.
Creating a secret for Snowflake credentials using AWS Secrets Manager helps protect sensitive information and streamlines the process of accessing Snowflake from AWS services.
To import your data into Canvas:
After importing your data, choose a 3+ category prediction model and build your facies classification model:
Once you’ve built the model, analyze it by understanding the model metrics and interpreting the confusion matrix.
Now run predictions using the model:
Ensure seamless collaboration and scalability by sharing the model with SageMaker Studio:
Up until working with Casey, we had only had poor to mediocre experiences outsourcing work to agencies. Casey & the team at CJ&CO are the exception to the rule.
Communication was beyond great, his understanding of our vision was phenomenal, and instead of needing babysitting like the other agencies we worked with, he was not only completely dependable but also gave us sound suggestions on how to get better results, at the risk of us not needing him for the initial job we requested (absolute gem).
This has truly been the first time we worked with someone outside of our business that quickly grasped our vision, and that I could completely forget about and would still deliver above expectations.
I honestly can’t wait to work in many more projects together!
Disclaimer
*The information this blog provides is for general informational purposes only and is not intended as financial or professional advice. The information may not reflect current developments and may be changed or updated without notice. Any opinions expressed on this blog are the author’s own and do not necessarily reflect the views of the author’s employer or any other organization. You should not act or rely on any information contained in this blog without first seeking the advice of a professional. No representation or warranty, express or implied, is made as to the accuracy or completeness of the information contained in this blog. The author and affiliated parties assume no liability for any errors or omissions.