PubSub for Data Scientists
Pubsub is a powerful tool for building real-time data products. However, it can be complex and intimidating for data scientists who are new to the concept. This tutorial will demystify pubsub and show you how to use Ensign to easily integrate pubsub into your data science projects.
** Contents of Tutorial**
00:00 Intros & Agenda
03:39 The "kaggle" effect & Bounded Datasets
05:44 Data Sources
07:47 Pub/ Sub Design Pattern (& questions)
18:37 Messaging (Sync) vs Eventing Systems (Async)
19:26 The Event Broker
22:26 Async Pub/Sub Pros & Cons
25:16 Pub/Sub tools
27:24 Questions: Eventing Systems & Event Brokers
36:24 Building a Real-time Flight Tracker: Data Architecture
42:09 Code Tour & Demo
52:46 Code Questions
56:52 Closing Remarks