Talk Python To Me
08h00 08  avril
311 Get inside the .git folde
These days Git is synonymous with source control itself. Rare are the current debates of whether to use git vs SVN vs some fossil like SourceSafe vs you name it. But do you know how Git works? What about it’s internals? I’m sure you’ve seen a .git folder in your project’s root. But to most folks,...
08h00 02  avril
310 AMA (Ask Me Anything) with Michae
The tables have turned and this time I’m the guest and you all are the hosts. I get a ton of questions over email and twitter asking me about my thoughts on various trends, tools, and behind the scenes questions around Talk Python. So I’ve enlisted two listeners who are up for hosting a...
08h00 26  mars
309 What ML Can Teach Us About Life: 7 Lesson
Machine learning and data science are full of best practices and important workflows. Can we extrapolate these to our broader lives? Eugene Yan and I give it a shot on this slightly more philosophical episode of Talk Python To Me. The seven lessons: 1. Data cleaning: Assess what you consume ...
08h00 20  mars
308 Docker for Python Developers (2021 Edition
Docker is one of the core elements of developing Python applications in consistent ways as well as running them across different hardware universally. On this episode, you’ll meet Peter McKee from Docker. He’s here to catch us up on what’s happening in the Docker universe for Python developers. ...
08h00 11  mars
307 Python from 1994 to 2021, my how you’ve grown
Python has changed a lot since its inception 30 years ago. On this episode, you’ll meet Paul Everitt and Barry Warsaw. They have both been involved with Python since the very first Python conference (called SPAM1 even). We discuss how it’s changed but also how so many of the pressures and ideas...
08h00 05  mars
306 Scaling Python and Jupyter with ZeroM
When we talk about scaling software threading and async get all the buzz. And while they are powerful, using asynchronous queues can often be much more effective. You might think this means creating a Celery server, maybe running RabbitMQ or Redis as well. What if you wanted this async ability...
08h00 01  mars
305 Python community at Python Discor
People often ask me how they can find a Python community to be part of. Maybe discussion forum or slack channel. This week, we look at one of the most active communities in Python Discord. It’s Python, on a discord server. But it’s more than that too. You’ll meet Leon Sand y who, along with a...
08h00 21  février
304 asyncio all the things with Omnili
The relatively recent introduction of async and await as keywords in Python have spawned a whole area of high performance, highly scalable frameworks and supporting libraries. One such library that has great async building blocks is Omnilib. On this episode, you’ll meet John Reese. John is the...
08h00 12  février
303 Python for Astronomy with Dr. Beck
If you are involved in science or use computational tools in your work, you should be using code to solve your problem. On this episode, we have Dr. Becky Smethurst who’s an astrophysicist at Oxford University. She uses Python to explore galaxies and black holes. Learn how she’s using Python to...
08h00 04  février
302 The Data Engineering Landscape in 202
I’m sure you’re familiar with data science. But what about data engineering? Are these the same or how are they related? Data engineering is dedicated to overcoming data-processing bottlenecks, data cleanup, data flow and data-handling problems for applications that utilize lots of data. On...
08h00 28  janvier
301 Deploying and running Django web apps in 202
Have you been learning Django and now want to get your site online? Not sure the best way to host it or the trade offs between the various options? Maybe you want to make sure your Django site is secure. On this episode, I’m joined by two Django experts Will Vincent and Carlton Gibson to talk about...
08h00 22  janvier
300 Building a data science startup (panel
You’ve heard that software developers and startups go hand-in-hand. But what about data scientists? Of course they But how do you turn your data science skill set into a data science business skill set? What are some of the areas ripe for launching such a business into? On this episode, I...
08h00 17  janvier
299 Personal search engine with datasette and dogshee
In this episode, we’ll be discussing two powerful tools for data reporting and exploration: Datasette and Dogsheep. Datasette helps people take data of any shape or size, analyze and explore it, and publish it as an interactive website and accompanying API. Dogsheep is a collection of tools...
08h00 11  janvier
298 Building ML teams and finding ML job
Are you building or running an internal machine learning team? How about looking for a new ML position? On this episode, I talk with Chip Huyen from Snorkel AI about building ML teams, finding ML positions, and teach ML at Stanford. Links from the show Chip on Twitter: chipro Snorkel AI: snorkel...
08h00 28  décembre
297 Python year in review (2020 edition
2020 will be one for the history books, won’t it? I’ve put together a great group to look back on 2020 - from the Python perspective. Join me along with Cecil Phillip, Ines Montani, Jay Miller, Paul Everitt, Reuven Lerner, Matt Harrison, and Brian Okken for a light-hearted and fun look back on...
08h00 23  décembre
296 Python in F1 racin
Quick: Name the 3 most advanced engineering organizations you can think of? Maybe an aerospace company such as SpaceX or Boeing come to mind. Maybe you thought of CERN and the LHC. But in terms of bespoke engineering capabilities, you should certainly put the F1 racing teams on your list. These...
08h00 18  décembre
295 GIS Pytho
Geography is the study of places and the relationships between people and their environments. Often we think of maps, but maps are static. GIS gets interesting when you realize that we’re studying and visualizing data flowing through these locations and communities. In this episode, you’ll meet...
08h00 07  décembre
294 oso authorizes Pytho
When we think about accounts and security, we often think about identity (logging in and proving who you are). But for many applications, especially internal apps at large organizations, that’s just step one. The next step is what can you do and what can you not do. In this episode, you’ll...
08h00 01  décembre
293 Learning how to learn as a develope
As software developers, we live in a world of uncertainty and flux. Do you need to build a new web app? Well maybe using Django makes the most sense if you’ve been doing it for a long time. There is Flask, but it’s more mix and match being a microframework. But you’ve also heard that async and...
08h00 26  novembre
292 Pythonic identity (auth in Python ecosystem
So you’re excited about that next app you’re about to build. You can visualize the APIs with the smooth scalability taking to the mobile apps. You can see how, finally, this time, you’ll get deployment right and it’ll be pure continuous delivery out of GitHub with zero downtime. What you’re...
08h00 22  novembre
291 Operational Resilience with Pyom
Do you have a scientific system that needs optimization or solving? Our guest, on this episode, Clark Petri is here to tell us all about pyomo. This is a library that can solve all sorts of cool problems, linear programming, nonlinear equations, and many other things you can throw at it. We’re...
08h00 13  novembre
290 Side Hustles for Data Scientist
Are you a data scientist looking to branch out on your own and start something new? Maybe you’re just looking for a way to work with those exciting libraries that aren’t yet in play at the day job. Rather than putting everything on the line, quitting your job, and hoping things work out, maybe you...
08h00 09  novembre
289 Discovering exoplanets with Pytho
When I saw the headline Machine learning algorithm confirms 50 new exoplanets in historic first I knew the Python angle of this story had to be told And that’s how this episode was born. Join David Armstrong and Jev Gamper as they tell us how they use Python and machine learning to discover not...
08h00 31  octobre
288 10 tips to move from Excel to Pytho
Excel is one of the most used and most empowering piece of software out there. But that doesn’t make it a good fit for every data processing need. And when you outgrow Excel, a really good option for a next step is Python and the data science tech stack: Pandas, Jupyter, and friends. Chris...
08h00 21  octobre
287 Testing without dependencies, mocking in Pytho
We know our unit tests should be relatively independent from other parts of the system. For example, running a test shouldn’t generally call a credit card possessing API and talk to a database when your goal is just to test the argument validation. And yet, your method does all three of those...
08h00 16  octobre
286 Python and ML at NASA Jet Propulsion Laboratory (JPL
NASA’s Jet Propulsion Laboratory (JPL)’s primary function is the construction and operation of planetary robotic spacecraft, though it also conducts Earth-orbit and astronomy missions. It is also responsible for operating NASA’s Deep Space Network. On this episode, you’ll meet Chris Mattman....