Basic Sentiment Analysis with TensorFlow
Offered By: Coursera Project Network via Coursera
Course Description
Overview
Welcome to this project-based course on Basic Sentiment Analysis with TensorFlow. In this project, you will learn the basics of using Keras with TensorFlow as its backend and you will learn to use it to solve a basic sentiment analysis problem. By the end of this 2-hour long project, you will have created, trained, and evaluated a Neural Network model that, after the training, will be able to predict movie reviews as either positive or negative reviews - classifying the sentiment of the review text.
Notes:
- This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
Syllabus
- TensorFlow Beginner: Basic Sentiment Analysis
- Welcome to this project-based course on Basic Sentiment Analysis with Keras and TensorFlow. In this project, you will learn the basics of using Keras with TensorFlow as its backend and you will learn to use it to solve a basic sentiment analysis problem. By the end of this 2-hour long project, you will have created, trained, and evaluated a Neural Network model that, after the training, will be able to predict movie reviews as either positive or negative reviews - classifying the sentiment of the review text.
Taught by
Amit Yadav
Related Courses
Text Mining and AnalyticsUniversity of Illinois at Urbana-Champaign via Coursera Introduction to Natural Language Processing
University of Michigan via Coursera Enabling Technologies for Data Science and Analytics: The Internet of Things
Columbia University via edX Machine Learning Capstone: An Intelligent Application with Deep Learning
University of Washington via Coursera moocTLH: Nuevos retos en las tecnologías del lenguaje humano
Universidad de Alicante via Miríadax