Ankur Gupta @_ankurAI
Senior Applied Scientist @amazon. Opinions are my own and not my employer's. perfectlyrandom.org Sunnyvale, CA Joined September 2015-
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We're pleased to collaborate w/ @AgileBioFoundry @ENERGY on a project that will address the challenges of plastic recycling by combining enzyme engineering with generative AI and machine learning techniques.
We're pleased to collaborate w/ @AgileBioFoundry @ENERGY on a project that will address the challenges of plastic recycling by combining enzyme engineering with generative AI and machine learning techniques.
Bridging the data gap between children and large language models By @mcxfrank Free access until October 20th: authors.elsevier.com/a/1hgpQ4sIRvPN…
Is the future of programming as AI-dependent as the present is calculator-dependent for arithmetic? Will programmers who can code without AI be more/less valued than those who rely on it? I'm debating whether to become an AI-dependent programmer or not. #AI #GitHubCopilot #coding
In 1970, John Maynard Smith published a paper, entitled "Natural Selection and the Concept of a Protein Space" that proposed a simple analogy for the incremental process of adaptive evolution. His "Protein Space" analogy contains the basis for many central ideas in evolutionary…
Very informative Neuro-Symbolic AI Summer School 2023. neurosymbolic.github.io/nsss2023 My hot take on neural vs symbols debate: Symbols are not "real". They are an emergent property of neural systems. - merely named abstractions within the brain that is otherwise a purely neural system.
Interesting debate between the KRR proponents and Learning proponents at the Neuro-symbolic Summer School.
Interesting debate between the KRR proponents and Learning proponents at the Neuro-symbolic Summer School.
Unlocking the power of PySpark can be a 🧩. github.com/ankur-gupta/py… is a🗺️ to easier installation w/ instructions on installing the right versions of Python, Java, Scala, & dependencies. Or, use the starter code as a template. #Python #PySpark #BigData
Releasing rain v2 github.com/ankur-gupta/ra… which uses PEP 621-compliant pyproject.toml and other improvements. #Python #packaging
I am really hopeful about Mojo. Speedup is impressive but more importantly @Modular_AI claims to support nearly all hardware (except Google's TPUs?). You can use existing python packages and modern Rust-like features like borrow checking. #ml #python youtube.com/watch?v=6GvB5l…
This excellent YouTube video (youtube.com/watch?v=kCc8Fm…) by @karpathy, IMO, explains the attention mechanism better than the original "Attention Is All You Need" paper. #GPT4 #NLP #MachineLearning #Python #Transformers #attention
Extremely proud of our Cana One 'Molecular Beverage Printer'! It was an honor to host @alheeti_3 and the @CNET team. At @getcana, we are passionate about a future anchored in #Sustainability and powered by #DataScience cnet.com/home/kitchen-a…
That’s me sharing my humble insights about using #MachineLearning for designing molecules and materials @Zymergen. The best part is working with an amazing team! Also.. I am #hiring. Please get in touch if you have #CheML experience and want to make the world a better place.
That’s me sharing my humble insights about using #MachineLearning for designing molecules and materials @Zymergen. The best part is working with an amazing team! Also.. I am #hiring. Please get in touch if you have #CheML experience and want to make the world a better place.
Cool video by @bayesiangirl shows you how to use both Frequentist and Bayesian approaches to answer a very important question. #bayes #stats #DataScience
Cool video by @bayesiangirl shows you how to use both Frequentist and Bayesian approaches to answer a very important question. #bayes #stats #DataScience
What is Bayes' Theorem? How does the Bayesian interpretation of probability compare to the frequentist interpretation? And how do statisticians use Bayes' Theorem in practice? I answer these questions in this video. Share and Enjoy. youtu.be/Myn3rMpaLuo
Cleanest #python packaging summary I've seen in a while: github.com/ankur-gupta/ra…
Handling Avro files in Python perfectlyrandom.org/2019/11/29/han… #python #avro #datascience
Python's reference cycle collector perfectlyrandom.org/bites/2019/10/… #python
Predictive Models xkcd.com/2169/ m.xkcd.com/2169/
A Guide to Keras Functional API perfectlyrandom.org/2019/06/24/a-g… #deeplearning #keras

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on error resume next @FlorianHeigl1
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Amazon @amazon
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