Machine Learning Box Set: 2 Books In 1
- Autor: John Slavio
- Narrador: Russell Archey
- Editora: Author's Republic
- Duração: 3:38:24
Sinopse
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
Duração: 12s -
chapter 02
Duração: 15s -
chapter 03
Duração: 07min -
chapter 04
Duração: 16min -
chapter 05
Duração: 20min -
chapter 06
Duração: 28min -
chapter 07
Duração: 11min -
chapter 08
Duração: 05min -
chapter 09
Duração: 04min -
chapter 10
Duração: 20s -
chapter 11
Duração: 12s -
chapter 12
Duração: 16min -
chapter 13
Duração: 22min -
chapter 14
Duração: 07min -
chapter 15
Duração: 05min -
chapter 16
Duração: 27min -
chapter 17
Duração: 09min -
chapter 18
Duração: 12min -
chapter 19
Duração: 13min -
chapter 20
Duração: 07min