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Image Processing with Python

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Total Duration
12 Hours

Much of the data in the world are formatted as images. Image processing has become a crucial skill to have in your data science toolbox. This track covers the fundamentals, from image pre-processing to deep learning. You'll begin with image enhancement and restoration and move on to biomedical images to analyze more complex image types, like MRI scans and X-rays. The track concludes with a course on convolutional neural nets, where you'll learn to build powerful deep learning image classifiers.

Courses in this Learning Path
1
Image Processing in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Image Processing in Python

Images are everywhere Images are everywhere! Image pre-processing can be useful in many situations. This course will show you how to transform and manipulate images. Scikit-image will show you how to fix damaged images, reduce noise and smart-resize images. You can also count the number of dice. Facial detection can also be used. This course will help you use your knowledge in many areas, such …

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2
Biomedical Image Analysis in Python
DataCamp Course via DataCamp
learnpath-img
Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Biomedical Image Analysis in Python

In recent years, biomedical imaging has experienced a lot more growth. Loading data can be complicated for people who aren't familiar with the subject. This course will teach you the basics of image analysis with NumPy or SciPy. This course will show you how to navigate through a CT scanner of your entire body, segment a cardiac MRI sequence, and determine if Alzheimer's disease has altered …

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3
Image Processing with Keras in Python
DataCamp Course via DataCamp
learnpath-img
Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Image Processing with Keras in Python

Deep learning is the use of data to train neural networks for a variety of machine learning tasks, such as classifying objects. Convolutional neural networks are powerful deep learning algorithms that allow image analysis. This course will teach you how to train and evaluate convolutional neural networks. This course will show you how to improve their learning ability using data as well as how …

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