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Friday Links

July 31, 2020

ML, Stats, Analytics

Effectively Using Matplotlib

Calculus — The Mathematics of ‘Change’

Foundational Concepts of Machine Learning

Design Decisions for Architecting Production Machine Learning Systems

You should care about bootstrapping

Accelerating Machine Learning Lifecycle with a Feature Store

Managing Data Science as Software Engineering – Data Science Project Management

Data Eng & Architecture

Hub and Spoke Implementation in Looker

TestPyramid: Martin Fowler on why you should invest in unit testing.

Monitoring Data Quality at Scale with Statistical Modeling: An overview of Uber’s impressive data quality monitoring system.

The InfoQ eMag - Service Mesh Ultimate Guide

Introducing Domain-Oriented Microservice Architecture

dbt Guide: Gitlab’s approach to using DBT.

Introducing Koalas 1.0: Scaling 🐼🐼🐼 with 🐨🐨🐨

LIquid: The soul of a new graph database, Part 1

Introducing GitHub’s OpenAPI Description

Misc

Zuckerberg and Bezos among tech CEOs to testify in historic antitrust hearing – watch live

Online Icebreaker Games for Remote Meetings

Podcasts & Conf Talks

Microservices Are for Humans, Not Machines

Published Jul 31, 2020

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