Realizing the Generative AI Opportunity: Embracing Change to Create Business Value
In my opinion, while Gen AI adoption is trending positively, according to the report, approximately 50% of respondent companies lack a clear understanding.
Vlad Frantskevich
AWS Certified DevOps Engineer - Professional Certification and Beyond
Adam Book's "AWS Certified DevOps Engineer" 638-page book offered a decent foundation for the official exam, but I held off on reviewing it until I completed the test. My initial concerns were its alignment with the older DOP-C01 exam objectives while the actual exam was based
How to write SageMaker code faster with AWS CodeWisperer
Staying current in the tech world means being familiar with AI-powered coding tools. You've likely encountered GitHub Copilot and an alternative developed by Amazon, CodeWhisperer.
CodeWhisperer is a general-purpose, machine learning powered code generator that provides real-time code recommendations. As you write code, CodeWhisperer automatically generates suggestions based
How Split-View DNS Can Improve Your Business Operations
After a grueling week at the office, you decided to unwind and catch up on some work from the comfort of home. You fired up a laptop, established a secure connection through the VPN client, and typed "erp.mycompany.com" into the browser. Unfortunately, an error message popped
How to pass on hiring a data scientist with SageMaker Autopilot (AutoML)
"What if..." how many times have you asked this question before making a decision? If you are a business owner, a marketing, sales, or supply chain specialist, or someone who worries about the future, you ask such questions a lot. There is one common thing among you all
Software Architecture Patterns: Understanding Common Architectural Styles and When to Use Them
"Software Architecture Patterns" by Mark Richards deserves to be called a long article instead of a book because it has fewer than 100 pages. Even so, it left a positive impression...
AWS Cookbook - Recipes for Success of AWS
The cookbook is not my favorite style of technical books, but I picked it because Jeff Barr wrote the foreword. If you don't know who he is, you likely have never built software on AWS before. Besides, I recognized two names who praised it: Gaurav Raje and Adrian Cantrill...
Processing Amazon SageMaker batch jobs with SciKit
Batch jobs are a good option for large datasets or if you do not need an immediate response to a model prediction request. The implementation is quite simple with the help of scikit-learn and SageMaker...
How connect to EC2 in a private subnet from a local terminal
Modern security standards demand that organizations place application servers, databases, and other business-critical resources in private subnets to prevent direct access from the Internet. It is good practice, but...
Building an Anonymization Pipeline - Creating Safe Data
Data anonymization is not as simple as it seems. This book helps you understand the common terms and issues. It helps to find the right spot on the Identifiability Spectrum (share everything vs. share nothing). Then, apply the "Five Safes" risk management framework...