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all right researchers let's get right to
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it If you're diving into the world of AI
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the sheer number of tools out there can
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be overwhelming So today I'm breaking
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down over 15 of the top free and paid AI
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research tools you absolutely need to
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know I'll keep it snappy so you can get
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back to the science First up it's free
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super accessible and lets you run Python
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notebooks in the cloud No setup no
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headache If you want to step up check
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out also free and perfect for data
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science competitions plus sharing code
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with the community Looking for code
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hosting and collaboration you can't skip
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It's a paid tool but it's like having an
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AI pair programmer right in your editor
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The free version of itself is of course
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essential for sharing and versioning
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your projects For those crunching big
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data sets offers a free tier for
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tracking experiments and visualizing
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your results If you want more
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integrations is another top pick It's
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paid but has a generous free plan for
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individual researchers Now if you're
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into natural language processing you'll
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want to check out Free open-source and
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packed with pre-trained models for text
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images and more And if you're using
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Jupiter notebooks try it's the nextG
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interface for all your notebook needs
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When it comes to data is a must
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Completely free it connects the latest
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research papers with their
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implementations making reproducibility
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way less of a pain and for literature
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reviews has a free version that helps
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you visually map out how research papers
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connect to each other Don't forget for
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AI powered search and summarization of
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academic papers also free and honestly
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it's a timesaver now for model training
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and are the go-tos Both are free open-
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source and supported by huge communities
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if you need compute and both offer free
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tiers but you'll want to keep an eye on
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usage to avoid charges Next for faster
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data set annotation tools like and have
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free plans with upgrade options perfect
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for getting started without breaking the
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bank And here's a bonus There's a free
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version and a paid pro version Both are
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great for brainstorming code
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explanations and even writing To wrap up
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don't get stuck on just one tool
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experiment mix and match and build your
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perfect research stack Drop your
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favorite AI tool in the comments and
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let's help each other push AI research
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forward If you want a deeper dive into
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any of these let me know
