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Natural Language Processing and Sentiment Analysis

Immerse yourself in the world of language and emotions. Journey through courses that unravel the mysteries of language processing and sentiment analysis, equipping you to decipher the intricate nuances of human expression. Elevate your skills in understanding and harnessing the power of language data for insightful applications.

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4 Guided Projects

About this Learning Path

Uncover the complexities of human expression and language manipulation, and acquire the skills needed to extract valuable insights from textual data.

The first course, "Natural Language Processing with Hugging Face Transformers," serves as a foundational pillar, introducing you to the state-of-the-art techniques and tools in natural language processing. Dive into the world of Hugging Face Transformers to grasp the cutting-edge advancements that enable machines to understand, interpret, and generate human-like text.

Building upon this foundation, the learning path delves deeper into the realm of sentiment analysis with the course "Sentiment Analysis with Hugging Face Transformers." Explore the intricacies of gauging sentiment in textual data and learn how sentiment analysis algorithms can unveil valuable information about user opinions, emotions, and trends.

As you progress, the learning path takes a practical turn with "Build a Brand Sentiment Analysis Extension for Twitter." Engage in hands-on activities to construct a tangible application that analyzes sentiment related to brands on Twitter. This course provides a real-world perspective on sentiment analysis, showcasing its application in social media monitoring and brand management.

The journey concludes with "Classification of Yelp Reviews using Sentiment Analysis," offering you a glimpse into the practical applications of sentiment analysis in the business realm. Learn to categorize and interpret Yelp reviews, gaining insights that can inform business strategies and customer satisfaction initiatives.

Enroll in this learning path to unlock the doors to a world where language is not just a tool for communication but a vast reservoir of insights waiting to be discovered. Master the art of Natural Language Processing and Sentiment Analysis, and empower yourself to extract meaningful information from the rich tapestry of human expression.
Average Course Rating

4.6 out of 5

Skills You Will Learn

Caikit, Hugging Face, Sentiment Analysis, Python, AI Model, Open Source AI, Natural Language Processing, Embeddable AI, LLM, PyTorch, JavaScript, Browser Extension, Artificial Intelligence, Data Science, Machine Learning

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  • Text Sentiment Analysis using Caikit and Hugging Face
    Beginner Guided Project Artificial Intelligence

    Text Sentiment Analysis using Caikit and Hugging Face

    In this guided project you will build a Python application that uses Caikit run-time and API to query the Hugging Face model for sentiment analysis on text strings.

    4.8
    (211 Reviews)
    702 Enrolled
    30 Minutes
  • Natural Language Processing with Hugging Face Transformers
    Beginner Guided Project Artificial Intelligence

    Natural Language Processing with Hugging Face Transformers

    This Guided Project will walk you through some of the applications of Hugging Face Transformers in Natural Language Processing (NLP). Hugging Face Transformers provide pre-trained models for a variety of applications in NLP and Computer Vision. For example, these models are widely used in near real-time translation tasks, opening communication spaces to language-diverse and hearing-impaired audiences. In this project, you will learn and practice applying these models to do text summarization, sentiment classification, translation, generate new text, and extract information from text.

    4.6
    (539 Reviews)
    1.96k+ Enrolled
    30 Min
  • Build a Brand Sentiment Analysis Extension for Twitter
    Beginner Guided Project Web Development

    Build a Brand Sentiment Analysis Extension for Twitter

    Are you a Twitter enthusiast who wants to quickly see the tweets' sentiment on your timeline? Or maybe youโ€™re an organization and want to understand the sentiment behind your brand. Whatever the reason, this lab will show you how to create a simple browser extension that performs sentiment analysis on Twitter posts and displays the results in an easy-to-consume format.

    4.4
    (222 Reviews)
    1k+ Enrolled
    2 Hours
  • Classification of Yelp Reviews using Sentiment Analysis
    Intermediate Guided Project Text Analytics

    Classification of Yelp Reviews using Sentiment Analysis

    Sentiment Analysis has become a very popular tool in extracting subjective information from the social media. It can help businesses to understand their brand, product or service better. In this Guided Project, you will be introduced to several Natural Language Processing Techniques to help you derive some meaning from yelp business reviews, as well as to build and test a classification model that can divide these reviews based on their polarities.

    4.6
    (59 Reviews)
    704 Enrolled
    1 Hour

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