article thumbnail

Structural Evolutions in Data

O'Reilly

” There’s as much Keras, TensorFlow, and Torch today as there was Hadoop back in 2010-2012. Between Google (Vertex AI and Colab) and Amazon (SageMaker), you can now get all of the GPU power your credit card can handle. Google goes a step further in offering compute instances with its specialized TPU hardware.

article thumbnail

Real-Real-World Programming with ChatGPT

O'Reilly

To provide some coherence to the music, I decided to use Taylor Swift songs since her discography covers the time span of most papers that I typically read: Her main albums were released in 2006, 2008, 2010, 2012, 2014, 2017, 2019, 2020, and 2022. This choice also inspired me to call my project Swift Papers.

article thumbnail

Should You Use ClickHouse as a Main Operational Database?

Percona

This time I’m trying to find the news keywords of the year using all reddit comments: basically I’m calculating the most frequently used new words for the specific year (algorithm based on an article about finding trending topics using Google Books n-grams data ). blockade','arizona'] ? ? boston','chemical','surveillance'] ? ?