This article by Kamil Rzechowski explains how to set up and use a dev container extension for VSCode 💡

#ml #machinelearnig #ReasonFieldLab

https://softwaremill.com/dev-containers-in-machine-learning/

🤖💡 RPA and AI Collaboration: A New Era of Productivity 🌟📈
RPA and AI, together are creating intelligent automation with combination of machine learning and automation. RPA(Robotic Process Automation) and AI(Artificial Intelligence) are transforming the way business operate.
Explore the details below to see how this powerful integration is boosting productivity! 🚀🔍👉

https://neuronus.net/robotic-process-automation-and-ai/

#RPA #AI #RoboticsProcessAutomation #MachineLearnig #BusinessGrowth #Neuronus #NeuronusBlogs

Has anyone got references (or ideas/recommendations) for how to perform #data #augmentation on #scrnaseq data (to use in training #ann)?

This is the only paper I could find, but maybe I am not searching for the right thing...

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10592700/

#machinelearnig #biology

HotChips 35 is coming pretty soon. A lot of AI/ML topics there. #IEEE members get registration discount

https://hotchips.org/advance-program/

#hc35 #hotchips #hpc #MachineLearnig #networking #interconnect

I am seeing a new way of crafting #phishing emails that will probably make fail most of the #antispam systems. The email body is followed by a long set of blank space then proposing a text that looks very legitimate and contains information that may be present in many business emails. It's making throughout outlook filters, I wonder if it's a way of poisoning and biasing #AI or #MachineLearnig algorithms so they start kicking out false positives.

The TargetEncoder PR has been merged into the scikit-learn main branch!

https://github.com/scikit-learn/scikit-learn/pull/25334

It's a very efficient way to deal with high cardinality categorical variables for supervised machine learning tasks. See the following quick tutorial to compare its performance with one-hot encoding, ordinal encoding and native support of categorical variables in Gradient Boosted Trees:

https://scikit-learn.org/dev/auto_examples/preprocessing/plot_target_encoder.html

It will be part of scikit-learn 1.3.

#sklearn #PyData #SciPy #MachineLearnig #Python

I'm working on a free YouTube end-to-end course to simplify working with #OpenAI for both seasoned and new software engineers.

Stay tuned!

#chatgpt #blazor #dotnet #csharp #openai #artificialgeneralintelligence #machinelearnig

I'm starting to feel more and more convinced of the usefulness of model pretrained on a classification task on ImageNet, especially beyond a certain accuracy #machinelearnig #computervison

Woah, what a great post detailing 8-bit matrix multiplication for transformers at scale using Hugging Face Transformers, Accelerate and bitsandbytes! Including notebooks to run T5-11B and BLOOM in Google Colab. https://huggingface.co/blog/hf-bitsandbytes-integration

#AI #nlproc #machinelearnig #DataScience

I want to start building my first object detection model this week. The model should recognize some 3D printed items.
I am not sure how I should start. Should I use an existing framework like OpenCV or YOLO? Or should I go a as simple as possible first and start with python + pytorch/tensorflow?

This project is more about learning than having the perfect model.

Any input is appreciated :)

#AI #MachineLearnig #DeepLearning

This article really raises the question how much of the #tech boom of the last decade, including #machinelearnig and #DataScience, was real innovation and how much was just taking advantage of low interest rates and investors having nowhere else to go with their money? https://www.nytimes.com/2023/01/23/technology/tech-interest-rates-layoffs.html

Reminder that #MachineLearnig is only as smart as its dataset, and dumping massive amounts of bogus data into it WILL directly effect its performance, reliability and accuracy.

Hicham Souilmi 🇨🇦 /🇲🇦 /🇫🇷
Very Interesting article by
wordliftit 💡 Generative AI: The Uncanny Ability To Generate…Everything
https://wordlift.io/blog/en/generative-ai-for-seo/ #ai #machinelearnig #artificialintelligence #data #technology #tech #searchengineoptimization

[#Actu] « Ces microtravailleurs de l’ombre » https://lejournal.cnrs.fr/articles/ces-microtravailleurs-de-lombre #machinelearnig #microtravail #numérique #précarité #internet #diplab #clic #ia