High-level tools to simplify visualization in Python — HoloViz 0.17.3 documentation https://
bit.ly/3VXvmJC
#AI #MachineLearning #DeepLearning #LLMs #DataScience
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HoloViz 0.17.3: High-Level Python Visualization Tools
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Data Wrangler Visual Studio Extension for AI Data Preparation
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Data Wrangler – Visual Studio Marketplace https://
bit.ly/3VXcomu
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
Python Projects Setup for Easy Installation and Deployment
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They should have their own projects set up so that anyone can pip install them on any machine and be up and running straight away. So that shouldn't be an issue for them.
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Automating System Recovery and Failure Prevention Strategies
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I don't see this as any different to any other breakage of their machine. I'd seek to understand how they broke it, help them avoid doing that again in the future, and ensure they had a well-automated system to rebuilding any part of their machine they had a habit of breaking.
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Fixing Computer Issues: Python Environment and System Troubleshooting
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If something breaks on my computer, I fix it. Whether it's in my python env, or anywhere else, that's not a significant difference.
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Conda Base Environment Perfect for Projects and Teaching
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The conda base env is perfect for those. Having used it for all my projects, and most of my students using it too, it's been (on the whole) a delight to work with.
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Building Consistent Data Science Platforms for Students
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I discourage my data science students from using environments, docker containers, or anything like that for their work, but instead learn to create a great platform they can use consistently across all their projects.
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Integrated AI Working Environment Over Reproducibility
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Sure. For a scientist, financial analyst, etc, what you really want is your own beautifully curated working environment that you use every day for everything you do. You don't want reproducible. You want low friction, consistent, integrated, …