Hands on Machine Learning with Scikit Learn and TensorFlow: Concepts, Tools and Techniques to Build Intelligent Systems

By:

Geron, Aurelien

Material type: Text

TextPublication details: Shroff Publishers & Distributors Pvt. Ltd. 2017 MumbaiDescription: 545pISBN:

9789352135219

Subject(s):

Computer Engineering

DDC classification:

006.31 GER

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Holdings
Item type	Current library	Item location	Collection	Call number	Status	Date due	Barcode	Item holds
Book	NIMA Knowledge Centre	9th Floor Reading Zone	General	006.31 GER (Browse shelf(Opens below))	Available		M0034421

Total holds: 0

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Part I: The Fundamentals of Machine Learning
1. The Machine Learning Landscape
2. End-to-End Machine Learning Project
3. Classification
4. Training Models
5. Support Vector Machines
6. Decision Trees
7. Ensemble Learning and Random Forests
8. Dimensionality Reduction

Part II: Neural Networks and Deep Learning
9. Up and Running with TensorFlow
10. Introduction to Artificial Neural Networks
11. Training Deep Neural Nets
12. Distributing TensorFlow Across Devices and Servers
13. Convolutional Neural Networks
14. Recurrent Neural Networks
15. Autoencoders
16. Reinforcement Learning

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