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ANA500

Learning Resources 10

What is Deep Learning?

Please be sure to scroll through the entire libguide to review all of your resources

Deep Learning with Python
Chollet, F. (2021). Deep learning with Python (2nd ed.). Manning Publications Co. LLC.
Read Chollet, 1.1, 1.3

End-to-End Machine Learning Project

Hands-on Machine Learning
Geron. (2019). Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow: Concepts, tools, and techniques to build intelligent systems. O’Reilly Media, Incorporated.
Read Chapter 2 to help you with the second half of your project.

Optional Resources

Intro to Python
Deitel, P., & Deitel, H. (2019). Intro to Python for computer science and data science: Learning to program with AI, big data and the cloud. Pearson
Read Deitel, 16.1, p. 666.

Learning Resources 11

Introduction to Keras and TensorFlow

Deep Learning with Python
Chollet, F. (2021). Deep learning with Python (2nd ed.). Manning Publications Co. LLC.
Read Chapter 3.

Optional Resources

Intro to Python
Deitel, P., & Deitel, H. (2019). Intro to Python for computer science and data science: Learning to program with AI, big data and the cloud. Pearson
Read Deitel 16.4, 16.5.

Learning Resources 12

Deep Learning with Python

Deep Learning with Python
Chollet, F. (2021). Deep learning with Python (2nd ed.). Manning Publications Co. LLC.
Read Chapter 10.