MACHINE LEARNING

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Qwen3-4B First Model to Reject Unrealistic Test Requests

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@simonw

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11 August 2025 2h16

Qwen3-4B-Thinking (a 4GB download) just became the first model I've tested to directly push back against my pelican riding a bicycle test, calling it "oddly specific and completely unrealistic" and saying "this request violates physics and biology" https://
simonwillison.net/2025/Aug/10/qw
en3-4b/
…

→ View original post on X — @fchollet

JAX Performance Meets Keras 3 Developer Velocity

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@fchollet

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11 August 2025 1h30

JAX = performance & scalability Keras 3 = high velocity development, compact code, best practices by default Both at the same time = pretty killer

Reinforcement Learning Classic Book Second Edition Released

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11 August 2025 1h24

#ReinforcementLearning foundational book (2nd edition of this classic): http://
amzn.to/3UtbeAa
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#DataScience #AI #MachineLearning #ML #DeepLearning #DataMining #Mathematics #Gamification

Agent-Based Modelling and GIS: Practical Primer for Geospatial Analytics

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11 August 2025 1h20

"Agent-Based Modelling and Geographical Information Systems: A Practical Primer (#GeoSpatial Analytics and #GIS)" http://
amzn.to/3b26CK9
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#DataScience #AI #ComputationalScience #SocialScience #AgentBasedModeling #NetworkScience #SpatialAnalysis #Simulation

Graph Neural Networks Foundations and Python Applications Resources

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11 August 2025 1h16

"Graph #NeuralNetworks — Foundations, Frontiers, and Applications" at http://
amzn.to/3AAzrdv
+
Do it with #Python: http://
amzn.to/3Oj2QiG
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#Coding #DataScience #DataScientist #GraphDB #LinkedData #KnowledgeGraph #AI #MachineLearning #DeepLearning #Algorithms

Graph Machine Learning 2nd Edition: PyTorch Examples and Advanced Techniques

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11 August 2025 1h14

2nd Edition — New release! Order now at http://
amzn.to/45Y3LyI Graph Machine Learning — the latest advancements in graph data to build robust machine learning algorithms. 𝓚𝓮𝔂 𝓕𝓮𝓪𝓽𝓾𝓻𝓮𝓼: Master new graph ML techniques through updated examples using PyTorch

→ View original post on X — @debashis_dutta

AI Model Teaches Itself Math, Algebra, and Coding

By

@debashis_dutta

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11 August 2025 0h48

No human labels. No curated datasets. Just one topic prompt.
A new AI model taught itself math, algebra, and coding — and scored double-digit gains — by becoming its own teacher and student. Self-Questioning Language Models — https://
arxiv.org/abs/2508.03682 The setup: The same

Comprehensive Data Science Coding Books for R and Python

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10 August 2025 23h11

Be a #DataScience superhero with one (or both) of these HUGE comprehensive #Coding books:
1) R: http://
amzn.to/2SqA2Wi (832 pages)
2) #Python: http://
amzn.to/3X7131Z (552 pages)
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#Rstats #Statistics #Analytics #AI #ML #MachineLearning #DataLiteracy #DataScientist