O'Reilly on Data

JULY 25, 2023

These posts often recount someone trying ChatGPT or Copilot for the first time with a few simple prompts, seeing how it does for some small self-contained coding tasks, and then making sweeping claims like “WOW this exceeded all my highest hopes and wildest dreams, it’s going to replace all programmers in five years!”

Consulting 245

Consulting Interactive Software IT 245

Domino Data Lab

APRIL 6, 2021

They were expert Python programmers, but they didn’t want to spend lots of time and energy using most toolkits available. Out of this need emerged Ray , an open-source system for scaling Python (and now Java) applications from single machines to large clusters. start = time.time() # How long will this take? 1.511 seconds).

Data Science 81

Data Science Machine Learning Optimization Modeling 81

Domino Data Lab

JULY 1, 2020

Notebooks are increasingly crucial in the data scientist’s toolbox. Although considered relatively new, their history traces back to systems like Mathematica and MATLAB. For Data Scientists, spinning up notebook instances as the first step in exploratory data analysis has become second nature. Notebook Structure.

Testing 116

Testing Data Science Machine Learning Data-driven 116

Domino Data Lab

AUGUST 22, 2019

The excerpt covers how to create word vectors and utilize them as an input into a deep learning model. Many thanks to Addison-Wesley Professional for providing the permissions to excerpt “Natural Language Processing” from the book, Deep Learning Illustrated by Krohn , Beyleveld , and Bassens. Introduction.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111