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Libraries | Topics | YouTube |
---|---|---|
LLMS | RAGs, Fine Tuning, Summarization, Q&A, etc | |
Presidio | PII Detection On Text, images, and semi-structured data | |
Docling | Document Parsing, RAGs, Q&A, etc | |
TextBlob | Tokenization, Noun-Phrase Extraction, Sentiment Analysis, Spell-Checking, POS-Tagging | |
spaCy | Lemmatization, Named Entity Recognition, Dependency Parsing, Morphology, Similarity | |
NLTK | Tokenization, Stemming, Stopwords, NLTK Functions | |
Dask | Dask Delayed, Dask with Pandas, Dask Distributed, etc | |
cuDF | cuDF Multi-Index, Boolean Index, Missing Data, etc | |
Polars | Basic Data Manipulation, Drop, Null, GroupBy, Joins, Concat |