The size of the Docker image could quickly increase during the build time. I became more mindful of the image size when I started to deploy on Github Actions. The bigger the image size, the longer the run time and the higher the runtime cost.
This is when you should consider using a multi-stage build ๐.
STAT 447 -- aka #DataScience#Programming Methods -- is coming to a close for this term, and I am quite pleased with how we ended with a story arc: from shell via other key tools, a lot of #Rstats to ... Github Actions using shell again to tie it all together (with the Spotify example I had posted about earlier). Slides are at https://stat447.com (while other material is for Illinois students only),
Forecasting Time Series with Gradient Boosting โค๏ธ
The skforecast Python ๐ library provides ML applications for time series forecasting using different regression models from the scikit-learn library. Here is a tutorial by Joaquรญn Amat Rodrigo and Javier Escobar Ortiz for time series forecasting with the skforecast using XGBoost, LightGBM, Scikit-learn, and CatBoost models ๐.
Aller il est temps de respecter la coutume et de faire mon #introduction
Je suis Skunk car j'aime bien les moufettes ๐ฆจ. Homme franco-suisse de 40 ans. Pas vraiment franรงais ni vraiment suisse mais je m'en fout j'aime mon petit bout de pays bizarre.
Contrรดleur aรฉrien et pilote privรฉ. Je baigne dans l'aรฉronautique depuis mon adolescence donc forcรฉment j'ai basculรฉ du cotรฉ obscur de la force et bosse dans le secteur.
Je vole de moins en moins car tout coรปte cher dans la vie et ayant grandi avec un IBM PS/1 ร la maison je suis forcรฉment devenu geek et gamer. Je peux donc assouvir ma soif de vol aux instruments grรขce ร Flight Sim et Xplane (et pas du tout car il est impossible de louer un #Airbus).
A 20 j'ai dรฉcidรฉ rรฉaliser mon rรชve; รชtre artiste et devenir รฉcrivain. A 30 ans j'ai pris la dรฉcision de me sortir les doigts du fondement pour quitter mon job. A 40 ans je suis toujours dans l'aรฉrien et n'ai que des manuscrits non rรฉรฉcrit ou corrigรฉs...
Du coup, nouveau plan ! Je vais apprendre le #python et le #c++, #blender et #unrealengine. Perfectionner mes #mathรฉmatiques, faire du #datascience et รฉcrire des #algorithmes pour devenir un gros profiteur #capitaliste qui paie son loyer en faisant du #trading. Mais surtout pour reprendre le contrรดle sur mon emploi du temps et utiliser ce temps libre pour l'รฉcriture mais aussi devenir expert #ue5, monter une entreprise dรฉdiรฉe ร รงa qui finira par faire des jeux vidรฉos car le #10รจmeArt c'est la vie โค๏ธ
La suite est simple: Succรจs, domination du monde, fรชtes, abus, mst, alcoolisme, mort.
Mais bon pour l'instant je soigne ma procrastination en traรฎnant sur le Fediverse donc รงa n'avance pas beaucoup cette histoire...
๐ Our #SwissAL-CHORD team won second place in the Open Research Data Poster Prize at the Data Science for the Sciences (DS4S) conference held on April 11-12, 2024, in Bern. ๐
Congratulations to all the winners and participants, and a huge thank you to the organizers of the DS4S conference, Swiss Data Science Center and Universitรคt Bern! #DS4S#DataScience
While data scientists are often taught about training a machine learning model, building a reliable MLOps strategy to deploy and maintain that model can be daunting.
It doesnโt have to be this way!
Join us with Julia Silge at Posit on Wednesday, April 24th at 11 am ET to learn how Posit Team provides fluent tooling for the whole ML lifecycle.
No registration is required to attend - simply add it to your calendar using this link, https://pos.it/team-demo
Meta released today Llama 3, the next generation of the Llama model. LLama 3 is a state-of-the-art open-source large language model. Here are some of the key features of the model: ๐งต๐๐ผ
Hey everyone! ๐ "Keeping compatibility with the evolving ecosystem is vital for the long-term success of the project." @kirill Mรผller's work on enhancing R's database connectivity with the {DBI} package is nothing short of revolutionary. Join us in exploring his journey, the challenges faced, and the groundbreaking solutions. A truly inspiring read for anyone passionate about #DataScience and #RStats. ๐๐
We overlay the highway network with a massive, geolocated online social network (Twitter 2012), and measure how social ties are impacted by highway segments. We find a strong barrier effect in all 50 considered US cities. See below - the red squares show that this effect is stronger for short distances.
A major release to Ollama - version 0.1.32 is out. The new version includes:
โ Improvement of the GPU utilization and memory management to increase performance and reduce error rate
โ Increase performance on Mac by scheduling large models between GPU and CPU
โ Introduce native AI support in Supabase edge functions
I had previously discussed how to drop those pesky NA records from your data.frame but now, what if you actually want to inspect them? That is what I cover in today's post.
The course Quick & Easy Statistics by Fatai Akemokwe and Afelemo Orilade is on sale on Leanpub! Its suggested price is $44.99; get it for $19.00 with this coupon: https://leanpub.com/sh/z2aczaAD#DataScience
๐ Full schedule for useR! 2024 (@useR_conf) available now! Incredible line up of tutorials, keynotes, and presentations. Whether you're a seasoned R user or just getting started, this conference is the place to be for exploring the latest in R programming. ๐๐ฅ๏ธ