Python Italia
Python Italia
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Video

Opening - PyCon Italia 2024
zhlédnutí 65Před měsícem
Opening - PyCon Italia 2024 Welcome to PyCon Italia 2024!
Zero waste: trucchi per riciclare (la memoria) meglio - Francesco Panico, Carlo Bertini
zhlédnutí 63Před 2 měsíci
Zero waste: trucchi per riciclare (la memoria) meglio - Francesco Panico, Carlo Bertini - PyCon Italia 2024 Elevator Pitch: Un talk sul riciclaggio? In un certo senso si! Parleremo infatti del peggior spreco per un dev: quello di memoria. Esploreremo il funzionamento del GC e gli algoritmi alla base del suo funzionamento. Impareremo alcune tecniche per analizzare e ridurre il consumo di memoria...
🧼 From GPU-poor to data-rich: data quality practices for LLM fine-tuning - David Berenstein
zhlédnutí 162Před 2 měsíci
🧼 From GPU-poor to data-rich: data quality practices for LLM fine-tuning - David Berenstein - PyCon Italia 2024 Elevator Pitch: If you are GPU-poor you need to become data-rich. I will give an overview of what we learned from looking at Alpaca, LIMA, Dolly, UltraFeedback and Zephyr and how we applied that to fine-tuning a state-of-the-art open source LLM called Notus and Notux by becoming data-...
Embeddings, Transformers, RLHF: Three key ideas to understand ChatGPT - Luca Baggi
zhlédnutí 366Před 2 měsíci
Embeddings, Transformers, RLHF: Three key ideas to understand ChatGPT - Luca Baggi - PyCon Italia 2024 Elevator Pitch: Everyone is using ChatGPT, but few know how it works. This talk will drive the audience through the main ideas powering ChatGPT, to rip through the curtain of magic around the tool. Description: ChatGPT has become a groundbreaking tool, transforming how professionals in various...
Lightning Talks - PyCon Italia 2024
zhlédnutí 123Před 2 měsíci
Lightning Talks - PyCon Italia 2024 Description: Howdy 👋 Welcome to the Lightning Talk ( LT ) Session at PyCon Italia 2024. In case you were wondering what a LT is, here a short and pompous definition kindly provided by ChatGPT™ : ᐳ Lightning Talks are commonly used in conferences, seminars, and tech meetups to provide a platform for speakers to share ideas without requiring a significant time ...
A Tale from the Trenches - Sheena O'Connell
zhlédnutí 64Před 2 měsíci
A Tale from the Trenches - Sheena O'Connell - PyCon Italia 2024 Description: Once upon a time, there was an on-premises, non-profit training provider called Umuzi. Umuzi focused on teaching high-value digital skills (including Python) to high-potential un/der-employed youth and was based in JeppesTown, South Africa. The premises were... cosy. I had recently been promoted to be Umuzi's CTO when ...
Scaling Yourself: Make an Impact to Billions - Daniel Roy Greenfeld
zhlédnutí 88Před 2 měsíci
Scaling Yourself: Make an Impact to Billions - Daniel Roy Greenfeld - PyCon Italia 2024 Description: This talk connects the core components of what makes a good Python (or any language) developer to activities that can impact billions of people. The magnitude of lives affected raises ethical questions, as Ian Malcolm says, "Your scientists were so preoccupied with whether or not they could, the...
Stay Close to the Metal - Vicki Boykis
zhlédnutí 130Před 2 měsíci
Stay Close to the Metal - Vicki Boykis - PyCon Italia 2024 Description: As developers today, we are bombarded with a constant barrage of complexity that is a distraction from the core task of building and solving problems with code. The problem is that the key enabler of productivity - abstraction in the form of technology like the cloud and LLMs - is also the thing that keeps us away from thin...
Designing a Human-Friendly CLI for API-Driven Infrastructure - Oliver Rew
zhlédnutí 58Před 2 měsíci
Designing a Human-Friendly CLI for API-Driven Infrastructure - Oliver Rew - PyCon Italia 2024 Elevator Pitch: In this talk, I will share our experience designing a CLI that dynamically updates itself based purely on API documentation, and describe some of the specific challenges and solutions to this problem. Description: As Bloomberg’s infrastructure grows and evolves, the tools we use to mana...
AI, SQL, and GraphQL Walk into a Fertility Clinic… LLM-based Medical feature development
zhlédnutí 76Před 2 měsíci
AI, SQL, and GraphQL Walk into a Fertility Clinic… LLM-based Medical feature development - Shirli Di-Castro - PyCon Italia 2024 Elevator Pitch: Embark on a healthcare revolution! Witness the unique synergy of LLMs and GraphQL reshaping how doctors access patient data. Join me to explore the innovation behind 'chatting with my medical database' feature - a game-changer in data retrieval. Descrip...
Code More, Draw Less, and Debug Just a Little! - Yash Saboo
zhlédnutí 40Před 2 měsíci
Code More, Draw Less, and Debug Just a Little! - Yash Saboo - PyCon Italia 2024 Elevator Pitch: Understanding software architecture and data flow is vital when building any maintainable system and debugging the errors. While we are searching for life on Mars, our architectural diagrams and debugging tools remain manual and lifeless. Let's use GraphDB, pandas, and Python to add life to them. Des...
Enhancing AsyncIO for Complex Applications - Anton Caceres
zhlédnutí 74Před 2 měsíci
Enhancing AsyncIO for Complex Applications - Anton Caceres - PyCon Italia 2024 Elevator Pitch: Dealing with AsyncIO can get tricky, especially in bigger projects. In our talk, we'll dive into making AsyncIO work smoother for you. Expect real tips on managing multiple connections, smarter task handling, and cracking those tough debugging problems. Description: We all love AsyncIO. Yet as our pro...
Analyzing COVID-19 Protest Movements: A Multidimensional Approach Using Geo-Social Media Data
zhlédnutí 21Před 2 měsíci
Analyzing COVID-19 Protest Movements: A Multidimensional Approach Using Geo-Social Media Data - Nefta Kanilmaz - PyCon Italia 2024 Elevator Pitch: The spread of conspiracy theories on social media through protest movements is a societal problem. For effective countermeasures, understanding the movement's spatial manifestation is essential. This talk explores how leveraging a geo-social network ...
PEP 683: Immortal Objects - A new approach for memory managing - Vinícius Gubiani Ferreira
zhlédnutí 80Před 2 měsíci
PEP 683: Immortal Objects - A new approach for memory managing - Vinícius Gubiani Ferreira - PyCon Italia 2024 Elevator Pitch: For most people that use Python, worrying about memory is not an issue. But that's not the case when you have to handle a lot of requests on a large scale. So how do you reduce memory consumption without affecting the CPU? Want to know more? So let's talk about PEP 683,...
Tricking Neural Networks : Explore Adversarial Attacks - Bernice Waweru
zhlédnutí 25Před 2 měsíci
Tricking Neural Networks : Explore Adversarial Attacks - Bernice Waweru
Advanced parsing of structured data using Python's new match statement - Marc-André Lemburg
zhlédnutí 86Před 2 měsíci
Advanced parsing of structured data using Python's new match statement - Marc-André Lemburg
The European AI Act: a data scientist’s perspective - Luca Gilli
zhlédnutí 45Před 2 měsíci
The European AI Act: a data scientist’s perspective - Luca Gilli
Computer Vision IRL: dall'idea al deploy on-premise - Egon Ferri
zhlédnutí 58Před 2 měsíci
Computer Vision IRL: dall'idea al deploy on-premise - Egon Ferri
Data VS Engineers: a long lasting story - Andrea Purgato, Federica Previ
zhlédnutí 72Před 2 měsíci
Data VS Engineers: a long lasting story - Andrea Purgato, Federica Previ
FastAPI Internals - How does it work? - Marcelo Trylesinski
zhlédnutí 1,4KPřed 2 měsíci
FastAPI Internals - How does it work? - Marcelo Trylesinski
streamlit vs gradio: which to pick? - Davide Poggiali
zhlédnutí 1,3KPřed 2 měsíci
streamlit vs gradio: which to pick? - Davide Poggiali
Building high-performance, type-safe GraphQL APIs with Strawberry and Django
zhlédnutí 115Před 2 měsíci
Building high-performance, type-safe GraphQL APIs with Strawberry and Django
Debugging python applications inside k8s environment - Andrii Soldatenko
zhlédnutí 41Před 2 měsíci
Debugging python applications inside k8s environment - Andrii Soldatenko
From Pixels to Plots: Transforming Lives of African Smallholder Farmers through Geospatial Data
zhlédnutí 16Před 2 měsíci
From Pixels to Plots: Transforming Lives of African Smallholder Farmers through Geospatial Data
Combining Django ORM & FastAPI in a Data Visualization Tool - Mia Bajić
zhlédnutí 249Před 2 měsíci
Combining Django ORM & FastAPI in a Data Visualization Tool - Mia Bajić
Testing for Ghosts in the Machine: Assuring 'Good Enough' Software Quality in AI-based systems
zhlédnutí 14Před 2 měsíci
Testing for Ghosts in the Machine: Assuring 'Good Enough' Software Quality in AI-based systems
Beyond Bias: Crafting Fairness in Pythonic Machine Learning Systems - Rashmi Nagpal
zhlédnutí 22Před 2 měsíci
Beyond Bias: Crafting Fairness in Pythonic Machine Learning Systems - Rashmi Nagpal
Is it me or Python memory management? 🤔💻 - Yullia Barabash
zhlédnutí 82Před 2 měsíci
Is it me or Python memory management? 🤔💻 - Yullia Barabash
Supercharge your code with Python's 'match' statement - Siddharta Govindaraj
zhlédnutí 66Před 2 měsíci
Supercharge your code with Python's 'match' statement - Siddharta Govindaraj

Komentáře

  • @noadsensehere9195
    @noadsensehere9195 Před 2 dny

    nice, gradio is very simple+ HF support

  • @kpicsoffice4246
    @kpicsoffice4246 Před 14 dny

    Is this open source?

  • @mskdgod
    @mskdgod Před 24 dny

    Great lecture, Love this man's work

  • @oz-Jared
    @oz-Jared Před 25 dny

    In the whole of CZcams i finally saw a video I've been looking for

  • @yousif_alyousifi
    @yousif_alyousifi Před měsícem

    Great video. Could you share the notebook?

  • @deez_dev
    @deez_dev Před měsícem

    I have a very serious question, from where do you guys get the images on the left side of every page?

  • @nazmulalamdiptu2096
    @nazmulalamdiptu2096 Před měsícem

    Can someone please share the code?

  • @spider279
    @spider279 Před měsícem

    Interesting ! Thanks you

  • @CalvinJKu
    @CalvinJKu Před měsícem

    Dude's got good humor! Hahaha

  • @anuragbisht1200
    @anuragbisht1200 Před měsícem

    great work, you can just see the passion in his body language

  • @CoolGendut
    @CoolGendut Před měsícem

    Using python 3.9, the following statement "colors_needed <= colors_available" throws the error "TypeError: '<=' not supported between instances of 'Counter' and 'Counter'"

  • @fernandoiglesiasg
    @fernandoiglesiasg Před měsícem

    Great presentation!

  • @Mass-jab-death-2025
    @Mass-jab-death-2025 Před 2 měsíci

    I wish they would lay off Bill Gates ! He not long ago lost his best friend Geoffrey Epstein, leave the poor guy alone !

  • @lt_academy
    @lt_academy Před 2 měsíci

    Thanks, was interesting and helpful!

  • @anshupandey6260
    @anshupandey6260 Před 2 měsíci

    4:44:14 nim for python

  • @navicstein
    @navicstein Před 2 měsíci

    very informational - thanks, i'll go with streamlit

  • @Keybordklutz
    @Keybordklutz Před 2 měsíci

    Nice! This was a nuanced talk on the subject and taught me a few things. There are great uses for these models that can help people right now but also some really scummy ones. It's a bit of a situation. Great talk/also funny.

  • @kristoff-it
    @kristoff-it Před 2 měsíci

    Loris Here, in hindsight I realize now that realpython's arguments about wheels being lighter than source distributions was from the perspective of a user installing a package, and not from the perspective of the package index. Still a claim that I'm not sure I would agree with, and the `six` package example is objectively bad, but I should have stressed the point less in the talk.

  • @karenjex4343
    @karenjex4343 Před 2 měsíci

    Optimising Your Database for Analytics, Karen Jex, Crunchy Data @2:49:16

  • @dimusss
    @dimusss Před 2 měsíci

    Great tool! Can't wait to test it on a real project

  • @dimusss
    @dimusss Před 2 měsíci

    Framework looks very interesting, but why it's not popular? I've found it after granian, alternative python runner wrinnen in rust

  • @srinivasulureddy2799
    @srinivasulureddy2799 Před 2 měsíci

    looks good

  • @10aded
    @10aded Před 3 měsíci

    Very happy I watched Loris Cro's talk at [3:02:36]. Being able to include small amounts of C code in a package, and have them compile on users' machines with ONLY the ziglang package as a dependency is a huge win.

  • @user-mk4bb1yh8t
    @user-mk4bb1yh8t Před 3 měsíci

    Any topic Raymond lectures, becomes your favorite topic!

  • @kelvintakyi-bobi3155
    @kelvintakyi-bobi3155 Před 3 měsíci

    Good presentation 😊

  • @LorenzoBugli-xq8qv
    @LorenzoBugli-xq8qv Před 3 měsíci

    Adding zero-downtime migrations stratedy in SaaS project 1:53:34

  • @LorenzoBugli-xq8qv
    @LorenzoBugli-xq8qv Před 3 měsíci

    Start 27:52 Snake & Ladders: The ups and downs of python development with AWS Lambda 6:49:30

  • @SDAravind
    @SDAravind Před 4 měsíci

    Absolutely, loved it. Anything on python from Raymond is always learning. Where can I find the slide or the source for this wonderful presentations?

  • @SmailSAI-je5uc
    @SmailSAI-je5uc Před 4 měsíci

    thank you for this presentation, it is really helpful

  • @phugoid7
    @phugoid7 Před 5 měsíci

    Really motivated me to do Python coding in the weekend 😀

  • @antonioromano8504
    @antonioromano8504 Před 5 měsíci

    Pensavo di capirci qualcosa ma è stato impossibile.

  • @pietropeterlongo2695
    @pietropeterlongo2695 Před 6 měsíci

    Great talk, informative and inspirational! And a very nice Q&A after that!

  • @wenbinliu1314
    @wenbinliu1314 Před 7 měsíci

    hello,i have a problem about the input of additional features data,my data is like this, but it doesn't work? please, this may be a silly Q, but i have read the instructions but find no clues... sample 3 4 5 _Neu_P 50.8 54.9 57.9 _LYN_P 40 42.7 36.2 _MON_P 7.5 0.4 4.1 _Oxy_P 1.3 1.6 1.4 _Bas_P 0.4 0.4 0.4 _S-Cr 85 82 76 _IgG 9.2 9.3 8.1 _IgA 1.79 0.78 1.22 _IgM 1.75 2.57 1.29

  • @Darkev77
    @Darkev77 Před 7 měsíci

    Best library stack <3

  • @Sterling_Genius
    @Sterling_Genius Před 8 měsíci

    Thank you for this wonderful presentation How can I download this data set or where can i get similar data for this kind of analysis??

  • @svs9610
    @svs9610 Před 8 měsíci

    wow, this really gives some nice insights

  • @timbrap4693
    @timbrap4693 Před 8 měsíci

    This is good stuff❤

  • @lord.farquaad11
    @lord.farquaad11 Před 10 měsíci

    Can someone tell me what tool is he using for that documentation slide? the one that generates html file. I kinda forgot

  • @aitools24
    @aitools24 Před 10 měsíci

    00:06 FastAPI is a fast, high-performance web framework with a growing community. 02:31 FastAPI is a great framework for building REST APIs. 06:55 Design endpoints with intuitive and self-explanatory naming. 09:18 Understand the role of Pedantic in FastAPI 14:01 Setting a default setting in the Base Class is a good strategy for handling asynchronous work in FastAPI 16:18 FastAPI allows for easy interaction with the data hub through custom python libraries. 20:27 Lack of documentation and understanding of fastAPI's internal workings 22:19 Use inheritance to design models in FastAPI for better organization and consistency. 26:33 Submit problems to the open API Community to get them fixed 28:40 FastAPI is adding standardized support for multiple string formats. Crafted by Merlin AI.

  • @aitools24
    @aitools24 Před 10 měsíci

    00:11 Starlette provides web capabilities to FastAPI. 02:46 Starlette is a building block for FastAPI. 07:30 Starlette is used in FastAPI to handle background tasks and test client. 10:03 The main point of this subpart is about the differences in endpoints and the lack of automatic documentation for websockets in FastAPI. 15:22 Starlette provides open API support and automatic generation of APIs 17:37 Starlette is the underlying framework used by FastAPI. 22:03 Starlette provides additional features to FastAPI like completion, data validation, API documentation, and async Python. 24:26 Starlette and pedantic are two dependencies used in FastAPI. 29:23 Starlette and FastAPI are separate projects for documentation overhead and easy maintenance. Crafted by Merlin AI.

  • @jozsefstempel
    @jozsefstempel Před 11 měsíci

    Thank you!

  • @harshchauhan3706
    @harshchauhan3706 Před 11 měsíci

    Can you share the code also

    • @bhupendersingh9476
      @bhupendersingh9476 Před 3 měsíci

      I hope this github repo will help you: ftisiot/flask-apache-kafka-demo

  • @user-mf4nf4so6q
    @user-mf4nf4so6q Před 11 měsíci

    This guy is elite. Thank you for the informative talk!

  • @versacebroccoli7238
    @versacebroccoli7238 Před 11 měsíci

    I've been trying to find these slides for like a year. The resolution of this video is just not readable to me. I really wish it was documented better where to find the slides. Edit: Raymond posted a Dropbox link on Twitter but it's pretty hard to access without an account. I had to use a nitter clone.

    • @kamilkugler1044
      @kamilkugler1044 Před 11 měsíci

      can you share this Dropbox link or steps on how you have obtained these docs please ?

  • @ananthithangavel8744
    @ananthithangavel8744 Před 11 měsíci

    While sign up I am getting pop up like insert your security key and touch it...what is that?

  • @waltervandervort
    @waltervandervort Před rokem

    😞 "Promosm"

  • @williamweiler236
    @williamweiler236 Před rokem

    Great Video! by far the best I've found on the topic

  • @willbackslash
    @willbackslash Před rokem

    FastAPI = wrapper of starlette 😂

  • @cgyh68748
    @cgyh68748 Před rokem

    great exaplanation

  • @keobox
    @keobox Před rokem

    Ciao! Bel talk! Sarebbe possibile avere la lista di risorse delle ultime slide nella descrizione?