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dear fellow coders welcome to one little coder in this applied nlp python tutorial im going to teach you how to create your own custom named entity recognizer using spacey3 for this tutorial we are going to explore an open source tool called ner text annotator this is an open source tool that has been built and open sourced by takaholik a developer whose name is arun mori so thanks to aaron mori for making this amazing tool and then making it open source if you have heard about the cano if you have heard about prodigy this is an open source alternative for those tools and then you can do data annotation labels text data annotation for text data especially using this ner annotator and what we are going to do is after we do the annotation we are going to see how to do the model training in your model training custom in-ear model training using space e3 a lot of the tutorial on the internet are focusing on specie 2 with spacey 3 the lot of things have changed how do you actually train h