Machine Learning for Apps

Learn the basics of how to use Python for machine learning and iOS app development with this free online course.

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Learning Outcomes

In this free course, you will learn how to:

Explain what machine learning (ML) is and how it is applied
Define the two most important characteristics of data for machine learning
Describe how data is used to train and test the learning model
Discuss the benefits of using Keras rather than TensorFlow
Describe how convolutional neural networks classify images
Explain the role of max pooling layers, sequential and ReLU
Outline the function of dropout layers, nodes and softmax
Define how epochs measure accuracy and loss
Explain how to declare and work with basic Python variables
Discuss how to program basic arrays and tuples in Python
Indicate how to create an Xcode project and configure an input field, text label and button for an iOS app
Outline examples of how core machine learning can be used

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