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[NulledPremium.com] Natural Language Processing Recipes
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Book details File Size: 3.82 MB Format: pdf Print Length: 260 pages Publisher: Apress; 1 edition (January 29, 2019) Publication Date: January 29, 2019 Sold by: Amazon Digital Services LLC Language: English ASIN: B07N81V3D1
About this Book
Implement natural language processing applications with Python using a problem-solution approach. This book has numerous coding exercises that will help you to quickly deploy natural language processing techniques, such as text classification, parts of speech identification, topic modeling, text summarization, text generation, entity extraction, and sentiment analysis.
Natural Language Processing Recipes starts by offering solutions for cleaning and preprocessing text data and ways to analyze it with advanced algorithms. You’ll see practical applications of the semantic as well as syntactic analysis of text, as well as complex natural language processing approaches that involve text normalization, advanced preprocessing, POS tagging, and sentiment analysis. You will also learn various applications of machine learning and deep learning in natural language processing.
By using the recipes in this book, you will have a toolbox of solutions to apply to your own projects in the real world, making your development time quicker and more efficient.
What You Will Learn
Apply NLP techniques using Python libraries such as NLTK, TextBlob, spaCy, Stanford CoreNLP, and many more Implement the concepts of information retrieval, text summarization, sentiment analysis, and other advanced natural language processing techniques. Identify machine learning and deep learning techniques for natural language processing and natural language generation problems
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Akshay Kulkarni, Adarsha Shivananda - Natural Language Processing Recipes_ Unlocking Text Data with Machine Learning and Deep Learning using Python-Apress (2019).pdf
3.8 MB
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