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PyTorch NVTX Profiler: Emit Markers for Operations

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@soumithchintala

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29 June 2025 22h54

torch.autograd.profiler.emit_nvtx.
It emits nvtx markers for every torch op. https://
docs.pytorch.org/docs/stable/au
tograd.html#torch.autograd.profiler.emit_nvtx
…

Machine Learning in Microservices: Design, Build, and Run ML Systems

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29 June 2025 21h19

Machine Learning in Microservices — Productionizing microservices architecture for #MachineLearning solutions: https://
amzn.to/4iIptKB via @PacktDataML 𝓚𝓮𝔂 𝓕𝓮𝓪𝓽𝓾𝓻𝓮𝓼: Design, build, and run microservices systems that utilize the full potential of machine learning

Machine Learning Model-Serving Patterns and Production Best Practices

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29 June 2025 21h18

#MachineLearning Model-Serving Patterns & Best Practices — Definitive guide to deploying, monitoring, & providing accessibility to #ML models in production: http://
amzn.to/3vNwKoT via @PacktDataML ——
#AI #DeepLearning #DataScience #DataScientist #MLOps #CDO #DataEngineering

Introduction to Markov Chain Monte Carlo Methods and Resources

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29 June 2025 21h16

Introduction to Markov Chain Monte Carlo (MCMC) Methods: https://
medium.com/towards-data-s
cience/introduction-to-markov-chain-monte-carlo-mcmc-methods-b5bad18bc243
… Detailed example (with code) of MCMC Simulation: https://
bookdown.org/kevin_davisros
s/bayesian-reasoning-and-methods/mcmc.html
… A book: https://
amzn.to/3QfDQus See the thread below by @selcukorkmaz

Python Machine Learning By Example Third Edition Book Release

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29 June 2025 21h15

#Python #MachineLearning By Example: http://
amzn.to/3MczBwk v/ @PacktDataML +
GitHub: https://
github.com/PacktPublishin
g/Python-Machine-Learning-By-Example-Third-Edition
… 518-pages! What you will learn:
Machine learning best practices throughout data preparation and model development Build and improve image classifiers using

Python for Data Science: Hands-On Introduction Book

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29 June 2025 21h14

#Python for Data Science — A Hands-On Introduction: http://
amzn.to/44LcjEA
—————
#Coding #DataScience #AI #ML #MachineLearning #DataScientist

Mastering spaCy: Build Advanced NLP Solutions with Custom Components

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29 June 2025 21h12

Mastering spaCy — Build structured NLP solutions with custom components & models powered by spacy-llm [2nd Edition]: http://
amzn.to/3QpPfXi via @PacktDataML 𝓦𝓱𝓪𝓽 𝔂𝓸𝓾 𝔀𝓲𝓵𝓵 𝓵𝓮𝓪𝓻𝓷: Apply transformer models and fine-tune them for specialized NLP tasks Master