Python
12 talks in this track
H2O Wave - Build web apps with nothing but Python
talkIn the current age of AI, the ability to rapidly develop and deploy applications has become crucial for staying competitive. As the demand for AI-powered solutions continues to grow, it's more importa...
Mercury widgets - a new way to make interactive webapp from Jupyter Notebook
talkPiotr Płoński, Aleksandra Plonska
Have you ever wanted to share Jupyter Notebook with non-technical users? Mercury is a new way to add widgets to a notebook and share it with non-programmers. You can easily build a dashboard, reports,...
ML model serving and monitoring with FastAPI
talkMLOPs are a collection of practices that enable companies to build, train, deploy, scale, and operate models in production. Model serving is one of the main MLOps tasks. There are multiple ways of run...
Market attribution in an increasingly privacy-centric industry
talkApple’s blocking of the IDFA identifier has made it difficult to attribute Apple users to marketing channels. This poses a big problem to many as it is harder to trace which channels are most effectiv...
Domain Driven Design Meets Infractucture from Code: An AWS Credentials Management Case Study
talkDomain Driven Design (DDD) and Infrastructure from Code (IfC) are two powerful approaches to building software. DDD helps developers create flexible, scalable applications and with IfC they can be sea...
Repid: new job scheduler with Asyncio in mind
talkThere are 2 most commonly used job schedulers in the Python world: Celery and Dramatiq. Neither of them supports use of Asyncio natively, which can significantly leverage performance of your applicati...
Building Hexagonal Python Services
workshopThe importance of enterprise architecture patterns is all well-known and applicable to varied types of tasks. Thinking about the architecture from the beginning of the journey is crucial to have a mai...
The role and skills of the developer: Past and Future
talkThe expectations on developers as well as their self-image has changed many times since the dawn of IT. Their role within an organization today is very different from the past - and more changes are o...
I talk to ChatGPT about things
talkThe word ChatGPT has captured the imagination and the internet, but does ChatGPT truly know everything, is it truly AGI? To answer some of these questions and to formulate what testing a conversationa...
One Platform for All: A Revolution for Customers, Developers, and Sales
talkIn a multi-region company it is not uncommon to encounter difficulties managing users, especially if they use a few products. I will share the process of creating a platform, including the challenge...
Code More, Draw Less: Auto-Generate Software Architecture Visualizations ft. Graph DBs, pandas & Python
talkUnderstanding software architecture and how the data flows within software components is a vital step toward building and maintaining software systems. Architecture diagrams help enable this through d...
PyCharm, let's discuss your problems
workshopI'm Customer Success Engineer at JetBrains. Earlier, I led the development of Scala and Kotlin plugins for IntelliJ IDEA. But now, I'm covering the whole scale of our products, including PyCharm. A...