Python Italia
Python Italia
  • Видео 853
  • Просмотров 301 548

Видео

Opening - PyCon Italia 2024
Просмотров 61Месяц назад
Opening - PyCon Italia 2024 Welcome to PyCon Italia 2024!
Zero waste: trucchi per riciclare (la memoria) meglio - Francesco Panico, Carlo Bertini
Просмотров 57Месяц назад
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
Просмотров 148Месяц назад
🧼 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
Просмотров 354Месяц назад
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
Просмотров 117Месяц назад
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
Просмотров 45Месяц назад
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
Просмотров 78Месяц назад
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
Просмотров 121Месяц назад
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
Просмотров 53Месяц назад
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
Просмотров 67Месяц назад
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
Просмотров 35Месяц назад
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
Просмотров 61Месяц назад
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
Просмотров 19Месяц назад
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
Просмотров 74Месяц назад
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
Просмотров 23Месяц назад
Tricking Neural Networks : Explore Adversarial Attacks - Bernice Waweru
Advanced parsing of structured data using Python's new match statement - Marc-André Lemburg
Просмотров 74Месяц назад
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
Просмотров 43Месяц назад
The European AI Act: a data scientist’s perspective - Luca Gilli
Computer Vision IRL: dall'idea al deploy on-premise - Egon Ferri
Просмотров 54Месяц назад
Computer Vision IRL: dall'idea al deploy on-premise - Egon Ferri
Data VS Engineers: a long lasting story - Andrea Purgato, Federica Previ
Просмотров 68Месяц назад
Data VS Engineers: a long lasting story - Andrea Purgato, Federica Previ
FastAPI Internals - How does it work? - Marcelo Trylesinski
Просмотров 1,1 тыс.Месяц назад
FastAPI Internals - How does it work? - Marcelo Trylesinski
streamlit vs gradio: which to pick? - Davide Poggiali
Просмотров 960Месяц назад
streamlit vs gradio: which to pick? - Davide Poggiali
Building high-performance, type-safe GraphQL APIs with Strawberry and Django
Просмотров 90Месяц назад
Building high-performance, type-safe GraphQL APIs with Strawberry and Django
Debugging python applications inside k8s environment - Andrii Soldatenko
Просмотров 34Месяц назад
Debugging python applications inside k8s environment - Andrii Soldatenko
From Pixels to Plots: Transforming Lives of African Smallholder Farmers through Geospatial Data
Просмотров 16Месяц назад
From Pixels to Plots: Transforming Lives of African Smallholder Farmers through Geospatial Data
Combining Django ORM & FastAPI in a Data Visualization Tool - Mia Bajić
Просмотров 220Месяц назад
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
Просмотров 13Месяц назад
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
Просмотров 22Месяц назад
Beyond Bias: Crafting Fairness in Pythonic Machine Learning Systems - Rashmi Nagpal
Is it me or Python memory management? 🤔💻 - Yullia Barabash
Просмотров 77Месяц назад
Is it me or Python memory management? 🤔💻 - Yullia Barabash
Supercharge your code with Python's 'match' statement - Siddharta Govindaraj
Просмотров 61Месяц назад
Supercharge your code with Python's 'match' statement - Siddharta Govindaraj

Комментарии

  • @kpicsoffice4246
    @kpicsoffice4246 3 дня назад

    Is this open source?

  • @mskdgod
    @mskdgod 12 дней назад

    Great lecture, Love this man's work

  • @oz-Jared
    @oz-Jared 14 дней назад

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

  • @yousif_alyousifi
    @yousif_alyousifi 20 дней назад

    Great video. Could you share the notebook?

  • @deez_dev
    @deez_dev 21 день назад

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

  • @nazmulalamdiptu2096
    @nazmulalamdiptu2096 24 дня назад

    Can someone please share the code?

  • @spider279
    @spider279 25 дней назад

    Interesting ! Thanks you

  • @CalvinJKu
    @CalvinJKu Месяц назад

    Dude's got good humor! Hahaha

  • @anuragbisht1200
    @anuragbisht1200 Месяц назад

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

  • @CoolGendut
    @CoolGendut Месяц назад

    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 Месяц назад

    Great presentation!

  • @Mass-jab-death-2025
    @Mass-jab-death-2025 Месяц назад

    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 Месяц назад

    Thanks, was interesting and helpful!

  • @anshupandey6260
    @anshupandey6260 Месяц назад

    4:44:14 nim for python

  • @navicstein
    @navicstein Месяц назад

    very informational - thanks, i'll go with streamlit

  • @Keybordklutz
    @Keybordklutz Месяц назад

    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 Месяц назад

    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 2 месяца назад

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

  • @dimusss
    @dimusss 2 месяца назад

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

  • @dimusss
    @dimusss 2 месяца назад

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

  • @srinivasulureddy2799
    @srinivasulureddy2799 2 месяца назад

    looks good

  • @10aded
    @10aded 2 месяца назад

    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 2 месяца назад

    Any topic Raymond lectures, becomes your favorite topic!

  • @kelvintakyi-bobi3155
    @kelvintakyi-bobi3155 2 месяца назад

    Good presentation 😊

  • @LorenzoBugli-xq8qv
    @LorenzoBugli-xq8qv 2 месяца назад

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

  • @LorenzoBugli-xq8qv
    @LorenzoBugli-xq8qv 2 месяца назад

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

  • @SDAravind
    @SDAravind 3 месяца назад

    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 3 месяца назад

    thank you for this presentation, it is really helpful

  • @phugoid7
    @phugoid7 4 месяца назад

    Really motivated me to do Python coding in the weekend 😀

  • @antonioromano8504
    @antonioromano8504 5 месяцев назад

    Pensavo di capirci qualcosa ma è stato impossibile.

  • @pietropeterlongo2695
    @pietropeterlongo2695 6 месяцев назад

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

  • @wenbinliu1314
    @wenbinliu1314 6 месяцев назад

    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 7 месяцев назад

    Best library stack <3

  • @Sterling_Genius
    @Sterling_Genius 7 месяцев назад

    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 8 месяцев назад

    wow, this really gives some nice insights

  • @timbrap4693
    @timbrap4693 8 месяцев назад

    This is good stuff❤

  • @lord.farquaad11
    @lord.farquaad11 9 месяцев назад

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

  • @aitools24
    @aitools24 10 месяцев назад

    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 10 месяцев назад

    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 10 месяцев назад

    Thank you!

  • @harshchauhan3706
    @harshchauhan3706 10 месяцев назад

    Can you share the code also

    • @bhupendersingh9476
      @bhupendersingh9476 3 месяца назад

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

  • @user-mf4nf4so6q
    @user-mf4nf4so6q 10 месяцев назад

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

  • @versacebroccoli7238
    @versacebroccoli7238 11 месяцев назад

    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.

  • @ananthithangavel8744
    @ananthithangavel8744 11 месяцев назад

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

  • @waltervandervort
    @waltervandervort 11 месяцев назад

    😞 "Promosm"

  • @williamweiler236
    @williamweiler236 Год назад

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

  • @willbackslash
    @willbackslash Год назад

    FastAPI = wrapper of starlette 😂

  • @cgyh68748
    @cgyh68748 Год назад

    great exaplanation

  • @keobox
    @keobox Год назад

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

    • @SabrinaScoma
      @SabrinaScoma 9 месяцев назад

      Ciao @keobox e grazie mille! ❤