Programming Throwdown

139: Scientific Python with Guido Imperiale

Jul 25, 2022

01:23:37

Creator website

Highlights

AI Chapters

Episode notes

How Does Dask Scheduling Work?

02:39

Syplus Plus Duls and Java Modules, Right?

01:49

Coiled Steps in the Company Worked For

03:27

Introduction

2min

How to Run a Python Application

2min

How to Get Started on a Project Like That?

2min

How to Add a Language to a Project?

2min

The Piphon Language

2min

Typing Is a Thing of the Past, Is It?

2min

What Is the Rocket Ship, Patrick?

2min

Syplus Plus Duls and Java Modules, Right?

2min

Using a Distributed Chre to a Organize Orclone

2min

10.

What Motivated You to Change Country?

2min

11.

Do You Think People Ever Go Back to the Office?

2min

12.

Coiled Python - What Is It and How Does It Work?

2min

13.

What Are the Main Tools That People Use?

2min

14.

In Excel, You Write a Plus B, and You Get the Sum of Those Two, Right?

5min

15.

I've a Horr Story in My Head, but Love to Her Years First.

4min

16.

Excel Is Reactive, Right?

2min

17.

Go From Exel to Ar to Pandas?

2min

18.

How to Share Jupiter Note Book Results?

3min

19.

Is There a Parato Distribution in Python?

4min

20.

How to Make a Ps-Based VM Faster and More Performant Than Numpi or Pandas?

4min

21.

How Does Dask Scheduling Work?

3min

22.

Coiled Steps in the Company Worked For

3min

23.

Do You Have a Cluster for Freach?

3min

24.

Tusk - Scaling Up and Down on the Fly

2min

25.

How Does Coil the Handle Authentication Work?

2min

26.

Coiled Cluster - How Does Dask Handle a Matrix Inversion?

2min

27.

The Problem Is Distributed Friendly Programming

2min

28.

How to Sort a Matrix of Data in a Single Piece

2min

29.

Learning on a Laptop or in the Cloud?

2min

30.

Can I Run Locally and Then Switch to Scalable?

2min

31.

Are You Hiring Interns?

2min

32.

Coiled as Is a Hiring Folks

2min

33.

I Submitted a Change Recently to an Apache Drill Yo. Want It?

2min

34.

Dusk Development - What's the Best Way to Reach Out?

2min

35.

Dask, Coiled, and Coiled - The Free Coiled Product

2min

36.

A Patrion and Audible, Thanks for Supporting Us on the Show!

2min

00:00:45 Introductions

00:02:22 The sluggish Python-based system that Guido revitalized

00:06:03 Meeting the challenge of adding necessary complexity to a project

00:11:59 Excel in banking

00:18:15 Guido’s shift into Coil

00:19:29 Scooby-Doo pajamas

00:20:21 What motivates people to come in to the office today

00:24:09 Pandas

00:35:35 Why human error can doom an Excel setup

00:39:29 BLAS

00:46:20 A million lines of data

00:51:43 How does Dask interact with Gambit

00:54:40 Where does Coil come in

00:59:34 The six-o-clock question

01:03:53 Dealing with matters of difficult decomposition

01:12:07 The Coil work experience

01:15:37 Why contributing is impressive

01:20:20 Coil’s product offering

01:21:19 Farewells

Resources mentioned in this episode:

Guido Imperiale:

Github: https://github.com/crusaderky

Coiled:

Website: https://coiled.io
Careers: https://coiled.io/careers/

If you’ve enjoyed this episode, you can listen to more on Programming Throwdown’s website: https://www.programmingthrowdown.com/

Reach out to us via email: programmingthrowdown@gmail.com

You can also follow Programming Throwdown on

Facebook | Apple Podcasts | Spotify | Player.FM

Join the discussion on our Discord

Help support Programming Throwdown through our Patreon

★ Support this podcast on Patreon ★

Remember Everything You Learn from Podcasts

Save insights instantly, chat with episodes, and build lasting knowledge - all powered by AI.