198 ratings
7,221 already enrolled
Create, train, and evaluate a neural network in TensorFlow
Solve sentiment analysis and text classification problems with neural networks
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.
Deep Learning
Artificial Neural Network
Machine Learning
Document Classification
Tensorflow
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
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
Your workspace is a cloud desktop right in your browser, no download required
In a split-screen video, your instructor guides you step-by-step
by KS
Jul 25, 2020Amazing course! I really loved it. This course is exactly my type. Simple and informative course! Thank you.
by MI
Oct 4, 2020It was nicely instructed and thoroughly explained. I enjoyed it very much.
by JA
May 26, 2020The instructor is really preparing well for the student to learn.
by AT
Jun 1, 2020Fantastic! This got me really excited to get into a deeper understanding of TensorFlow and neural networks and overall ML
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.
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At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.
Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.
You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.
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