My talk "Building Knowledge Graph-Based Agents with Structured Text Generation" at PyData Global is now available on YouTube: https://www.youtube.com/watch?v=94yuQKoDKkE
#PyData #PyDataGlobal

Really looking forward to PyData Global 2024 (online) !!

I'll be presenting
"Catching Bad Guys using open data and open models for graphs"
Thu Dec 5, 14:30-15:00 BST
https://global2024.pydata.org/cfp/talk/XMU9X9/

#PyDataGlobal #Senzing #ERKG #knowledgegraphs #AI #darkmoney #AML #entityresolution #opendata

Today Juan Luis Cano Rodríguez from QuantumBlack, AI by McKinsey will give a workshop at PyData Global titled "Who needs ChatGPT? Rock solid AI pipelines with Hugging Face and Kedro" in which attendees will learn how to create a complex AI pipeline using Hugging Face transformers and turn it into a Kedro project that cleanly separates code from configuration and data.

Tune in at 16:00 UTC! https://global2023.pydata.org/cfp/talk/NFZDPN/

#python #pydata #pydataglobal #pydataglobal2023 #kedro #huggingface #aipipelines

#PyDataGlobal2023 just started and the very first talk was about good practices around Jupyter notebooks: write functions, use git, don't deploy them to production, etc.

We've been on this theme for *years*, and we keep insisting. Aren't we missing some key usability issues around the workflows we propose?

For example, functions: `%autoreload` is known to be flaky https://ipython.readthedocs.io/en/stable/config/extensions/autoreload.html#caveats and yet there's no good solution for developing library code and notebooks together.

#PyDataGlobal #python

@freakboy3742 @webology I think the #Rstats and #Rladies community has had some success with online events, @yabellini was (and probably is) passionate about them when I met her (online of course) during the worst of the COVID-19 pandemic.

My experience has always been like yours, I have never experienced a "cool" online conference... closest was #PyDataGlobal 2020-2021 with that RPG-like map. I think there's people out there that know how to run these things.

#ChatGPT, #Pytorch 2.0 and #PyDataGlobal and a lot more highlights from last week.

Check out everything at https://pedromadruga.com/newsletter/

#datascience #machinelearning #ai #newsletter

The basic idea of #SyntheticControl for #causalinference is actually really simple.

Find out more in my #pydataglobal talk tomorrow
https://global2022.pydata.org/cfp/talk/FQBSP8/

Today I'm testing #Jupyter #notebooks on #VSCode for real during @crazy4pi314 workshop at #PyDataGlobal and to be honest I'm getting a bit grumpy.

- Selecting the kernel didn't allow me to introduce a custom path, I had to open a Python file, add an interpreter there, and then use that as a kernel
- The autocomplete makes no sense if ipykernel is not installed, why not show that before trying to use it? (see GIF)
- Some shortcuts, like `dd` to delete cells, don't work

Not a great DX.

Almost ready to start at #pydataglobal talking about #vscode #jupyternotebooks 💖
https://aka.ms/pydataglobal

Attending my first #PyDataGlobal talk of the day. Prepared to be confused by Simpson's Paradox. 🐍

Slides of my #Polars talk at #PyDataGlobal: https://github.com/astrojuanlu/talk-polars

Thanks everyone for the lively Q&A session! 🔥

Virtually attending PyData Global 2022 conference for the next three days. One hour in and I've already learned something new :) Let's go!

#pydata #pydataglobal #pydataglobal2022 #python #datascience

In one hour I will be giving a talk about #Polars, my new favourite #Python #dataframe library! Join me at #PyDataGlobal:

https://pydata.org/global2022

💥Announcing CausalPy💥 A Python package for #Bayesian #causalinference in quasi-experiments.

We support Bayesian models with #pymc, but if you were feeling a bit strange you can also use the traditional OLS approach with scikit-learn models.

Find out more in our release announcement https://www.pymc-labs.io/blog-posts/causalpy-a-new-package-for-bayesian-causal-inference-for-quasi-experiments/ and in my #pydataglobal talk on Dec 3rd https://global2022.pydata.org/cfp/talk/FQBSP8/

[What-if? Causal reasoning meets Bayesian inference] Talk accepted at #pydataglobal ! This will be my first talk as a professional data scientist with #pymc_labs 👨🏻‍💻📈 Watch this space for a special announcement soon…