你将学到什么
Create, train, and evaluate a neural network in TensorFlow
Solve sentiment analysis and text classification problems with neural networks
课程概况
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.
课程大纲
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.
课程项目
Pre-process the examples and labels
Understand word embedding
Create a neural network model
Train the model to fit the data set
Evaluate the model