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Image Processing in Python

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.

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1
Python
Image Processing in Python

Learn to process, transform, and manipulate images at your will.

4 hours

Rebeca Gonzalez Headshot

Rebeca Gonzalez

Data Scientist, Hiberus Tecnologia

2
Python
Biomedical Image Analysis in Python

Learn the fundamentals of exploring, manipulating, and measuring biomedical image data.

4 hours

Stephen Bailey Headshot

Stephen Bailey

Lead Data Scientist

3
Python
Image Modeling with Keras

Learn to conduct image analysis using Keras with Python by constructing, training, and evaluating convolutional neural networks.

4 hours

Ariel Rokem Headshot

Ariel Rokem

Senior Data Scientist, University of Washington

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