Adventures in DevOps

Where DevOps and ML Meet - DevOps 156

Mar 30, 2023

01:05:22

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Episode notes

Introduction

4min

The Intersection of ML and DevOps

2min

The Importance of Process in DevOps

4min

The Differences Between ML and Data Modeling

5min

The Importance of Data Engineering

2min

The Importance of Data Engineering in DevOps

3min

The Problem With the Size and Resolution of Data

5min

How to Make Money as a Data Scientist

2min

The Evolution of Vectorization

2min

10.

The Benefits of Stats Models for Machine Learning

5min

11.

How to Optimize a Tight for Loop

3min

12.

The Importance of Context in Software Development

6min

13.

The Importance of Readability in Code

2min

14.

The Importance of Comments to Comments

6min

15.

How to Run Parallel Operations on a Large Task Graph

5min

16.

How Databricks Scales Up a Queue

2min

17.

The Importance of Abstract Computing in Cloud Computing

3min

18.

The Future of HPC

4min

19.

The Future of Computing

2min

20.

AI to Take Our Jobs?

2min

21.

The Future of Software Development

2min

Hosts of the Adventures in DevOps podcast, Jillian Rowe and Jonathan Hall, join Ben and Michael on this week's episode crossover. They talk about the intersection of ML and DevOps. They dive into the concepts and differences between ML and DevOps. Additionally, they talk about how ML ideas may be applied to DevOps principles and vice versa.
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