Starting in the machine learning field can be challenging, but several free tools can ease the process for beginners. Essential tools include Jupyter Notebook for creating and sharing documents with code and visuals, Hugging Face for Natural Language Processing (NLP) and large language models, LangChain for developing

4m read timeFrom machinelearningmastery.com
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Jupyter NotebookHugging Face and TransformersLangChainScikit-learnKaggle
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