Items related to Blueprints for Text Analytics Using Python: Machine...
Blueprints for Text Analytics Using Python: Machine Learning-Based Solutions for Common Real World (NLP) Applications - Softcover
Synopsis
Turning 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.
This 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.
- Extract data from APIs and web pages
- Prepare textual data for statistical analysis and machine learning
- Use machine learning for classification, topic modeling, and summarization
- Explain AI models and classification results
- Explore and visualize semantic similarities with word embeddings
- Identify customer sentiment in product reviews
- Create a knowledge graph based on named entities and their relations
"synopsis" may belong to another edition of this title.
About the Authors
Jens Albrecht is a full-time professor for Computer Science Department at the Nuremberg Institute of Technology. His work focuses on data management and analytics with a focus on text. He holds a doctorates degree in computer science. Before he rejoined academia in 2012, he has been working for over a decade in the industry as consultant and data architect. He is author of several articles on Big Data management and analysis.
Sidharth Ramachandran currently leads a team of data scientists at GfK helping to build data products for the consumer goods industry. He has over 10 years of experience in software engineering and data science across telecom, banking and marketing industries. Sidharth also co-founded WACAO, a smart personal assistant on Whatsapp which was also featured on Techcrunch. He holds an undergraduate engineering degree from IIT Roorkee and an MBA from IIM Kozhikode. Sidharth is passionate about solving real problems through technology and loves to hack through personal projects in his free time.
Christian Winkler is a Data Scientist and Machine Learning Architect. He holds a PhD in theoretical physics and has been working in the field of large data volumes and artificial intelligence for 20 years, with particular focus on scalable systems and intelligent algorithms for mass text processing. He is founder of datanizing GmbH, speaker at conferences and author of Machine Learning / Text Analytics articles.
"About this title" may belong to another edition of this title.
- PublisherO'Reilly Media
- Publication date2021
- ISBN 10 149207408X
- ISBN 13 9781492074083
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages422
- Rating
Search results for Blueprints for Text Analytics Using Python: Machine...
Stock Image
Blueprints for Text Analytics Using Python: Machine Learning-Based Solutions for Common Real World (NLP) Applications
Seller: SecondSale, Montgomery, IL, U.S.A.
Seller rating 4 out of 5 stars
Condition: Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Seller Inventory # 00082541706
Quantity: 1 available
Stock Image
Blueprints for Text Analytics Using Python: Machine Learning-Based Solutions for Common Real World (NLP) Applications
Seller: tttkelly1, Fresno, TX, U.S.A.
Seller rating 4 out of 5 stars
paperback. Condition: Very Good. Paperback book, Seller Inventory # 2505210059
Quantity: 1 available
Seller Image
Blueprints for Text Analytics Using Python : Machine Learning-Based Solutions for Common Real World (NLP) Applications
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: good. May show signs of wear, highlighting, writing, and previous use. This item may be a former library book with typical markings. No guarantee on products that contain supplements Your satisfaction is 100% guaranteed. Twenty-five year bookseller with shipments to over fifty million happy customers. Seller Inventory # 41446750-5
Quantity: 1 available
Seller Image
Blueprints for Text Analytics Using Python: Machine Learning Based Solutions for Common Real World (NLP) Applications
Seller: Bookbot, Prague, Czech Republic
Seller rating 5 out of 5 stars
Softcover. Condition: As New. Turning text into valuable information is essential for many businesses looking to gain a competitive advantage. There have many improvements in natural language processing and users have a lot of options when choosing to work on a problem. However, it's not always clear which NLP tools or libraries would work for a business use--or which techniques you should use and in what order. This practical book provides theoretical background and real-world case studies with detailed code examples to help developers and data scientists obtain insight from text online. Authors Jens Albrecht, Sidharth Ramachandran, and Christian Winkler use blueprints for text-related problems that apply state-of-the-art machine learning methods in Python. If you have a fundamental understanding of statistics and machine learning along with basic programming experience in Python, you're ready to get started. You'll learn how to: Crawl and clean then explore and visualize textual data in different formats Preprocess and vectorize text for machine learning Apply methods for classification, topic analysis, summarization, and knowledge extraction Use semantic word embeddings and deep learning approaches for complex problems Work with Python NLP libraries like spaCy, NLTK, and Gensim in combination with scikit-learn, Pandas, and PyTorch. Seller Inventory # 4c7c7dab-a60c-4d37-92d2-a680c2004c75
Quantity: 1 available
Seller Image
Blueprints for Text Analytics Using Python : Machine Learning-Based Solutions for Common Real World (NLP) Applications
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 41446750-n
Quantity: Over 20 available
Seller Image
Blueprints for Text Analytics Using Python: Machine Learning-Based Solutions for Common Real World (Nlp) Applications (Paperback or Softback)
Published by
O'Reilly Media 12/29/2020, 2020
ISBN 10: 149207408X
ISBN 13: 9781492074083
New
Paperback or Softback
Seller: BargainBookStores, Grand Rapids, MI, U.S.A.
Seller rating 5 out of 5 stars
Paperback or Softback. Condition: New. Blueprints for Text Analytics Using Python: Machine Learning-Based Solutions for Common Real World (Nlp) Applications 1.5. Book. Seller Inventory # BBS-9781492074083
Quantity: 5 available
Stock Image
Blueprints for Text Analytics Using Python: Machine Learning Based Solutions for Common Real World (NLP) Applications
Seller: Lakeside Books, Benton Harbor, MI, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Brand New! Not Overstocks or Low Quality Book Club Editions! Direct From the Publisher! We're not a giant, faceless warehouse organization! We're a small town bookstore that loves books and loves it's customers! Buy from Lakeside Books! Seller Inventory # OTF-S-9781492074083
Quantity: Over 20 available
Stock Image
Blueprints for Text Analytics Using Python: Machine Learning-Based Solutions for Common Real World (NLP) Applications
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # ABLIING23Mar2716030177765
Quantity: Over 20 available
Stock Image
Blueprints for Text Analytics Using Python: Machine Learning-Based Solutions for Common Real World (NLP) Applications
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9781492074083
Quantity: Over 20 available
Seller Image
Blueprints for Text Analytics Using Python : Machine Learning-Based Solutions for Common Real World (NLP) Applications
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 41446750
Quantity: Over 20 available