{"product_id":"blueprints-for-text-analytics-using-python-machine-learning-based-solutions-for-common-real-world-nlp-applications-9781492074083","title":"Blueprints for Text Analytics Using Python: Machine Learning-Based Solutions for Common Real World (Nlp) Applications","description":"\u003cp\u003eTurning text into valuable information is essential for businesses looking to gain a competitive advantage. With recent improvements in natural language processing (NLP), users now have many options for solving complex challenges. But it's not always clear which NLP tools or libraries would work for a business's needs, or which techniques you should use and in what order.\u003c\/p\u003e\u003cp\u003eThis practical book provides data scientists and developers with blueprints for best practice solutions to common tasks in text analytics and natural language processing. Authors Jens Albrecht, Sidharth Ramachandran, and Christian Winkler provide real-world case studies and detailed code examples in Python to help you get started quickly.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eExtract data from APIs and web pages\u003c\/li\u003e\n\u003cli\u003ePrepare textual data for statistical analysis and machine learning\u003c\/li\u003e\n\u003cli\u003eUse machine learning for classification, topic modeling, and summarization\u003c\/li\u003e\n\u003cli\u003eExplain AI models and classification results\u003c\/li\u003e\n\u003cli\u003eExplore and visualize semantic similarities with word embeddings\u003c\/li\u003e\n\u003cli\u003eIdentify customer sentiment in product reviews\u003c\/li\u003e\n\u003cli\u003eCreate a knowledge graph based on named entities and their relations\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/29\/2020\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781492074083\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 424\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.50lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.20h x 7.00w x 1.00d","brand":"Jens Albrecht, Sidharth Ramachandran, Christian Winkler","offers":[{"title":"Default Title","offer_id":38023854882997,"sku":"9781492074083","price":67.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_a3a177a9-b790-4e6c-9c7c-2aaa8fe9d749.jpg?v=1609185765","url":"https:\/\/pastforward.org\/products\/blueprints-for-text-analytics-using-python-machine-learning-based-solutions-for-common-real-world-nlp-applications-9781492074083","provider":"Past Forward","version":"1.0","type":"link"}