From the course: Generative AI and Large Language Models on AWS

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Python for data science in the era of Rust and generative AI

Python for data science in the era of Rust and generative AI - Amazon Web Services (AWS) Tutorial

From the course: Generative AI and Large Language Models on AWS

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Python for data science in the era of Rust and generative AI

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- [Instructor] Let's talk about "Python for Data Science in The Era of Rust and Generative AI." There's a few things that are very interesting that are emerging solutions. First up, let's talk about Python, the good parts. So Python is a very successful language. It's the most popular programming language in the world. And there are many things that are very good. So one of them is the data science libraries are very good, the prototyping is just amazing. Deep learning libraries are very good. It's an amazing language to teach with. In terms of documentation, it's just amazing as well because you can look at Python and understand many different systems, but I would say they're at their best when they're in a hosted notebook. This is probably the sweet spot for many of the optimal workflows because the packages have already been installed for you. And this is really the weakness of Python is the packaging system, but if you're using, let's say Google Colab or a University has a very…

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