What Is Containerization? Software Explained
October 24, 2024
Article
Instructor: Amit Yadav
26,473 already enrolled
Included with
(833 reviews)
Recommended experience
Beginner level
Some experience in Python programming is recommended
(833 reviews)
Recommended experience
Beginner level
Some experience in Python programming is recommended
Create, train and evaluate a neural network in TensorFlow
Understand the basics of neural networks
Solve classification problems with neural networks
Add to your LinkedIn profile
Only available on desktop
In this 2-hour long project-based course, you will learn the basics of using Keras with TensorFlow as its backend and use it to solve a basic image classification problem. By the end of this project, you will have created, trained, and evaluated a Neural Network model that will be able to predict digits from hand-written images with a high degree of accuracy. You also will have learned the fundamentals of neural networks, TensorFlow, and Keras.
Note: 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.
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Encode the labels
Understand neural networks
Preprocess image examples
Create a neural network model
Train the model to fit the dataset
Evaluate the model
Visualize the predictions
Some experience in Python programming is recommended
We asked all learners to give feedback on our instructors based on the quality of their teaching style.
The Coursera Project Network is a select group of instructors who have demonstrated expertise in specific tools or skills through their industry experience or academic backgrounds in the topics of their projects. If you're interested in becoming a project instructor and creating Guided Projects to help millions of learners around the world, please apply today at teach.coursera.org.
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
833 reviews
69.34%
24.07%
4.31%
0.83%
1.43%
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Reviewed on Jun 3, 2020
Really nice project,But instructions are not properly because u not said how to install jupyter notebook and tensorflow.This are the basic instructions.Thank u...
Reviewed on Jul 16, 2022
An exellent short course which a total newbie like me was able to fully understand. The instructor was amazing in explaining.
Reviewed on Jul 25, 2020
The instructor explains it very nicely.Good course to understand the basic classification of the image using TensorFlow & Keras
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Coursera Project Network
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Imperial College London
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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.
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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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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.