[Télécharger] Applied Text Analysis with Python: Enabling Language-Aware Data Products with Machine Learning (English Edition) de Benjamin Bengfort,Tony Ojeda Livres En Ligne
Télécharger Applied Text Analysis with Python: Enabling Language-Aware Data Products with Machine Learning (English Edition) de Benjamin Bengfort,Tony Ojeda En Ligne
Télécharger "Applied Text Analysis with Python: Enabling Language-Aware Data Products with Machine Learning (English Edition)" de Benjamin Bengfort,Tony Ojeda Pdf Ebook
Auteur : Benjamin Bengfort,Tony Ojeda
Catégorie : Ebooks Kindle,Ebooks en langues étrangères,Par langue
Broché : * pages
Éditeur : *
Langue : Français, Anglais
From news and speeches to informal chatter on social media, natural language is one of the richest and most underutilized sources of data. Not only does it come in a constant stream, always changing and adapting in context; it also contains information that is not conveyed by traditional data sources. The key to unlocking natural language is through the creative application of text analytics. This practical book presents a data scientist’s approach to building language-aware products with applied machine learning.You’ll learn robust, repeatable, and scalable techniques for text analysis with Python, including contextual and linguistic feature engineering, vectorization, classification, topic modeling, entity resolution, graph analysis, and visual steering. By the end of the book, you’ll be equipped with practical methods to solve any number of complex real-world problems.Preprocess and vectorize text into high-dimensional feature representationsPerform document classification and topic modelingSteer the model selection process with visual diagnosticsExtract key phrases, named entities, and graph structures to reason about data in textBuild a dialog framework to enable chatbots and language-driven interactionUse Spark to scale processing power and neural networks to scale model complexity
Télécharger Applied Text Analysis with Python: Enabling Language-Aware Data Products with Machine Learning (English Edition) de Benjamin Bengfort,Tony Ojeda Livres En Ligne
Applied Data Science with Python / Coursera ~ Offered by University of Michigan. The 5 courses in this University of Michigan specialization introduce learners to data science through the python programming language. This skills-based specialization is intended for learners who have a basic python or programming background, and want to apply statistical, machine learning, information visualization, text analysis, and social network .
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Natural Language Processing with Python: Analyzing Text ~ Applied Text Analysis with Python: Enabling Language-Aware Data Products with Machine Learning Benjamin Bengfort. 4.0 out of 5 stars 30. Paperback. CDN$55.77. Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems Aurélien Géron. 4.8 out of 5 stars 963. Paperback. CDN$58.91. Python for Data Analysis Wes McKinney. 4.5 .
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