Discover and read the best of Twitter Threads about #spaCy

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NLP Roadmap 2022 with free resources.
This is what you need to build real-world NLP Projects and a Good Foundation. A Thread 🧵👇
🎯 Text Pre-Processing (Use #spacy):
👉 Tokenization
👉 Lemmatization
👉 Removing Punctuations and Stopwords etc.

🎯 Text Representation Techniques (Feature Engineering):
👉 Bag of Words, Count Vector - #Sklearn
👉 TFIDF - #Sklearn
👉 Word2Vec - #Gensim

Read 18 tweets
Connaissez-vous #pyCaret ?

Si ce n'est pas le cas, je vous conseille vivement d'y jeter un oeil

Cette bibliothèque vous permet de tester facilement les performances des principaux algorithmes de Machine Learning

illustration >
Test sur la classification du dataset IRIS Image
on obtient ces résultats : Image
Read 4 tweets

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