Save for later
Classify Radio Signals from Space using Keras
In this 1-hour long project-based course, you will learn the basics of using Keras with TensorFlow as its backend and use it to solve an image classification problem. The data we are going to use consists of 2D spectrograms of deep space radio signals collected by the Allen Telescope Array at the SETI Institute. We will treat the spectrograms as images to train an image classification model to classify the signals into one of four classes. By the end of the project, you will have built and trained a convolutional neural network from scratch using Keras to classify signals from space.
This course runs on Coursera's hands-on project platform called Rhyme. On Rhyme, you do projects in a hands-on manner in your browser. You will get instant access to pre-configured cloud desktops containing all of the software and data you need for the project. Everything is already set up directly in your internet browser so you can just focus on learning. For this project, you’ll get instant access to a cloud desktop with Python, Jupyter, and Tensorflow pre-installed.
Notes:
- You will be able to access the cloud desktop 5 times. However, you will be able to access instructions videos as many times as you want.
- 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.
Get a Reminder
Rating | Not enough ratings |
---|---|
Length | 2 weeks |
Effort | 1.5 hours |
Starts | Jul 10 (42 weeks ago) |
Cost | $9 |
From | Rhyme, Coursera Project Network via Coursera |
Instructor | Snehan Kekre |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Data Science Programming |
Tags | Data Science Data Analysis Machine Learning |
Get a Reminder
Similar Courses
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
Staff Signals Intelligence Analyst $57k
Junior Signals Intelligence Analyst $62k
Senior Supervisor Signals Intelligence Analyst $66k
Communications and Signals $67k
Retired Signals Intelligence Analyst $73k
Cloud Access Admin $87k
Project Manager, Cloud Computing $93k
Cloud Project Engineer (remote/travel) $93k
Project Manager, Cloud Services $126k
Cloud Engineer / Project Manager $128k
Agile Project Management - Cloud $149k
Cloud Platform Project Manager $159k
Write a review
Your opinion matters. Tell us what you think.
Please login to leave a review
Rating | Not enough ratings |
---|---|
Length | 2 weeks |
Effort | 1.5 hours |
Starts | Jul 10 (42 weeks ago) |
Cost | $9 |
From | Rhyme, Coursera Project Network via Coursera |
Instructor | Snehan Kekre |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Data Science Programming |
Tags | Data Science Data Analysis Machine Learning |
Similar Courses
Sorted by relevance
Like this course?
Here's what to do next:
- Save this course for later
- Get more details from the course provider
- Enroll in this course