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Entity and Sentiment Analysis with the Natural Language API

Google Cloud Training

This is a self-paced lab that takes place in the Google Cloud console.

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This is a self-paced lab that takes place in the Google Cloud console.

The Cloud Natural Language API lets you extract entities, and perform sentiment and syntactic analysis on a block of text. In this hands-on lab you’ll learn how to extract entities and sentiment from text using the Cloud Natural Language API.

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What's inside

Syllabus

Entity and Sentiment Analysis with the Natural Language API

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Provides hands-on experience with Google's Natural Language API
Focuses on practical applications of text analysis techniques
Suitable for learners interested in natural language processing and data analysis
Taught by Google experts, ensuring up-to-date industry knowledge
May require prior knowledge in text analysis or programming

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Activities

Coming soon We're preparing activities for Entity and Sentiment Analysis with the Natural Language API. These are activities you can do either before, during, or after a course.

Career center

Learners who complete Entity and Sentiment Analysis with the Natural Language API will develop knowledge and skills that may be useful to these careers:
Natural Language Processing Engineer
Natural Language Processing Engineers develop and maintain systems that can understand and generate human language. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to build NLP models. This course can help you build a foundation in natural language processing, which is a core skill for Natural Language Processing Engineers.
Machine Learning Engineer
Machine Learning Engineers develop and maintain machine learning models. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to incorporate text data into your models. This course can help you build a foundation in natural language processing, which is a valuable skill for Machine Learning Engineers.
Data Analyst
Data Analysts are responsible for collecting, cleaning, and analyzing data. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to extract insights from text data. This course can help you build a foundation in natural language processing, which is a valuable skill for Data Analysts.
Public Relations Specialist
Public Relations Specialists manage the public image of organizations. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to analyze text data and identify trends. This course can help you build a foundation in natural language processing, which is a valuable skill for Public Relations Specialists.
Technical Writer
Technical Writers create and maintain technical documentation. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to analyze text data and identify trends. This course can help you build a foundation in natural language processing, which is a valuable skill for Technical Writers.
Customer Success Manager
Customer Success Managers help customers achieve success with a product or service. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to analyze text data and identify trends. This course can help you build a foundation in natural language processing, which is a valuable skill for Customer Success Managers.
Market Researcher
Market Researchers conduct research to understand consumer behavior. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to analyze text data and identify trends. This course can help you build a foundation in natural language processing, which is a valuable skill for Market Researchers.
User Experience Designer
User Experience Designers design and evaluate user interfaces. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to analyze text data and identify trends. This course can help you build a foundation in natural language processing, which is a valuable skill for User Experience Designers.
Information Architect
Information Architects design and organize information systems. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to analyze text data and identify trends. This course can help you build a foundation in natural language processing, which is a valuable skill for Information Architects.
Social Media Manager
Social Media Managers plan and execute social media campaigns. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to analyze text data and identify trends. This course can help you build a foundation in natural language processing, which is a valuable skill for Social Media Managers.
Content Strategist
Content Strategists develop and execute content strategies. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to analyze text data and identify trends. This course can help you build a foundation in natural language processing, which is a valuable skill for Content Strategists.
Digital Marketer
Digital Marketers plan and execute marketing campaigns. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to analyze text data and identify trends. This course can help you build a foundation in natural language processing, which is a valuable skill for Digital Marketers.
Business Analyst
Business Analysts help organizations improve their performance. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to analyze text data and identify trends. This course can help you build a foundation in natural language processing, which is a valuable skill for Business Analysts.
Data Scientist
Data Scientists use data to solve problems and make predictions. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to analyze text data and identify trends. This course can help you build a foundation in natural language processing, which is a valuable skill for Data Scientists.
Product Manager
Product Managers are responsible for developing and managing products. This course can help you develop the skills you need to succeed in this role, including how to use the Cloud Natural Language API to understand customer feedback and improve product design. This course can help you build a foundation in natural language processing, which is a valuable skill for Product Managers.

Reading list

We've selected ten books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Entity and Sentiment Analysis with the Natural Language API.
Provides a comprehensive overview of natural language processing, including techniques for entity and sentiment analysis. It valuable resource for anyone who wants to learn more about this field.
Provides a comprehensive overview of speech and language processing, with a focus on theoretical foundations and practical applications. It covers a wide range of topics, including phonetics, phonology, morphology, syntax, semantics, and pragmatics.
Provides a comprehensive overview of the statistical foundations of natural language processing. It covers a wide range of topics, including probability theory, machine learning, and natural language processing models.
Provides a hands-on guide to natural language processing using Python. It covers a wide range of topics, including entity extraction, sentiment analysis, and machine translation.
Provides a comprehensive overview of computational linguistics and text processing, with a focus on practical applications. It covers a wide range of topics, including natural language processing, machine learning, and artificial intelligence.
Provides a concise overview of the Natural Language Toolkit (NLTK), a popular Python library for natural language processing. It covers a wide range of topics, including tokenization, stemming, lemmatization, parsing, and sentiment analysis.
Provides a comprehensive overview of the Natural Language Toolkit (NLTK). It covers a wide range of topics, including entity extraction, sentiment analysis, and machine translation.
Provides a comprehensive overview of machine learning for natural language processing, with a focus on practical applications. It covers a wide range of topics, including natural language processing, machine learning, and artificial intelligence.
Provides a comprehensive overview of Hugging Face Transformers. It covers a wide range of topics, including entity extraction, sentiment analysis, and machine translation.
Provides a comprehensive overview of natural language processing using PyTorch. It covers a wide range of topics, including entity extraction, sentiment analysis, and machine translation.

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