Design patterns help you solve commonly-occurring problems in software design. But you can’t just find a pattern and copy it into your program, the way you can with off-the-shelf functions or libraries. A pattern is not a specific piece of code, but a general concept for solving a ...
was Rick Houlihan'sDAT403: Amazon DynamoDB deep dive: Advanced design patterns. At the last two re:Invents, he gave similar talks that explored how to use single-table designs in DynamoDB... and they blew my mind!
To avoid getting locked into vendor specifics, you can make sure you're learning from other resources as well. microsoft/ML-For-Beginners, microsoft/Data-Science-For-Beginners Machine Learning Crash Course from Google (more of their options) Amazon AWS (more of their options) 2022: Machine ...
The goal of this paper is highlight several machine learning specific risk factors and design patterns to be avoided or refactored where possible. These include boundary erosion, entanglement, hidden feedback loops, undeclared consumers, data dependencies, changes in the external world, and a variety...
Amazon AWS Amazon have open up their internal training to the public and also offer certification. 30 courses - 45+ hours of content. Machine Learning for Developers is another good introduction, perhaps better if you're more familiar with Java or Scala. It introduces machine learning for a de...
The following is an example of a business driver that requires you to use multiple migration patterns on a single application. You want to migrate an on-premises SQL Server database to Amazon DynamoDB, but because the contract for the data center is expiring, the business would like to m...
Build bidirectional data sharing across Amazon Redshift clusters First, let's take a snapshot of the original single Amazon Redshift cluster, which will later be transformed into along-running-clustercluster. Now, let's create a new Amazon Redshift cluster with 20 RA3 nodes, namedperiodic-runnin...
A more involved example is to partially apply a function that is then passed into another function and then the final parameter is fixed. In this example, we are going to use the scrolling marquee HTML element that was so popular back in the day. In the code below, the direction of the...
Amazon, OSHA reach settlement over worker safety Dec. 20, 2024 Amazon workers on strike amid the holiday rush Dec. 19, 2024 Birkenstock closes out its fiscal year on a high note Dec. 19, 2024 Should Macy’s be more like Dillard’s? Maybe. Dec. 19, 2024 J.C. Penney loss narro...
The most popular cloud storage solutions used today are Amazon S3, Google Cloud Storage (GCS), and Azure Blob Storage. In this article, we will dive deep into each cloud storage service, its features, pros, cons, and use cases, so you can decide which one to use for your data projects...