pandas DataFrame Operations in Python | Change & Adjust Data Set https://
bit.ly/3tbvQkU
#AI #MachineLearning #DeepLearning #LLMs #DataScience
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Pandas DataFrame Operations: Change and Adjust Data Sets
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TechSprint #2: Caisse des Dépôts call for projects now open
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[#Article] #Data: the TechSprint #2 call for projects from Caisse des Dépôts Group is open until January 8th https://actuia.com/actualite/data-lappel-a-projets-techsprint-2-de-la-caisse-des-depots-est-ouvert-jusquau-8-janvier-prochain/
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Conformal Prediction: Quantifying ML Model Uncertainty via Regression
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@SambaNovaAI researcher @etash_guha will be presenting "Conformal Prediction via regression-as-classification" at the Regulatable ML Workshop at #NeurIPS2023. Conformal Prediction is a way of quantifying the uncertainty of ML model. There are many methods that work well for -
Anthropic evaluates discrimination mitigation in language models
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Read the paper here: https://
anthropic.com/index/evaluati
ng-and-mitigating-discrimination-in-language-model-decisions
… And access our dataset (and the prompts used to construct it) here: https://
huggingface.co/datasets/Anthr
opic/discrim-eval
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New Dataset Measures Discrimination Across 70 Language Model Applications
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We’re releasing a new dataset for measuring discrimination across 70 different potential applications of language models, including loan applications, visa approvals, and security clearances.
We’ve used this dataset to measure discrimination in LMs and develop new mitigations. -

SAS AI Analytics Transform Retail Industry Disruption Strategy
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See how SAS AI and analytics can help you embrace the power, and the unpredictability, of persistent disruption in the retail industry. Join us and @ultabeauty
, Calimax and @CanadianTire at #NRF2024. http://
2.sas.com/6014RHKAe -
Step-by-step approach to successful AI and ML projects
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Unlock 3AI project success! Understand the problem, collect top-notch #data, build powerful models, validate rigorously, deploy seamlessly, and maintain for sustained excellence. Explore details https://
cognilytica.com/a-step-by-step
-approach-to-running-ai-and-machine-learning-projects/?utm_source=dlvr.it&utm_medium=twitter
… #AIConsulting #ConsultingSuccess -
Step-by-Step Guide to AI and Machine Learning Project Success
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Unlock AI project success! Understand the problem, collect top-notch data, build powerful models, validate rigorously, deploy seamlessly, and maintain for sustained excellence. Explore details https://
cognilytica.com/a-step-by-step
-approach-to-running-ai-and-machine-learning-projects/?utm_source=dlvr.it&utm_medium=twitter
… #AIConsulting #ConsultingSuccess -
Parquet Format Compatibility Issues Frustrate Data Engineers
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I lost the count of times I tried to use parquet only to be dismayed by some kind of compatibility issues, that ended up sucking up way too much of my time to rectify.
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Data Quality Over Quantity: Gemini’s Intentional Uncertainty Handling
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Data quality > data quantity, as we've been talking about since september :). Fun part here, it includes examples where Gemini intentionally throws up its hands (like another model out there). You'd be surprised how useful people think this is. https://
supervised.news/p/ai-in-septem
ber-reasoning-engines
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