Machine Learning Box Set: 2 Books In 1
- Autor: John Slavio
- Narrador: Russell Archey
- Editor: Author's Republic
- Duración: 3:38:24
Sinopsis
Book 1: Machine Learning This book is an introduction to basic machine learning and artificial intelligence. It gives you a list of applications, and also a few examples of the different types of machine learning.
Here's a preview of what you'll learn:
Introduction to machine learning
Different applications of machine learning
Introduction to statistics for machine learning
Supervised learning
Unsupervised learning
Reinforced learning
Conclusion
Book 2: Neural Networks
Neural networks are used to model complex patterns for prediction and simulation. It uses the processing pattern used by brain neurons to achieve this. Neural Networks are good at processing complex, non-linear relationships and are used in forecasting, image processing, and character recognition.
Here's what you'll learn:
What are artificial neural networks?
Fundamentals of neural networks
Activation paradigms
Learning paradigms
Multilayer perceptron
Practical application - text recognition
Practical application - image processing
Problems with neural networks
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Capítulos
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chapter 01
Duración: 12s -
chapter 02
Duración: 15s -
chapter 03
Duración: 07min -
chapter 04
Duración: 16min -
chapter 05
Duración: 20min -
chapter 06
Duración: 28min -
chapter 07
Duración: 11min -
chapter 08
Duración: 05min -
chapter 09
Duración: 04min -
chapter 10
Duración: 20s -
chapter 11
Duración: 12s -
chapter 12
Duración: 16min -
chapter 13
Duración: 22min -
chapter 14
Duración: 07min -
chapter 15
Duración: 05min -
chapter 16
Duración: 27min -
chapter 17
Duración: 09min -
chapter 18
Duración: 12min -
chapter 19
Duración: 13min -
chapter 20
Duración: 07min