- Engels
- Study
- nature & science
- informatica algemeen
- informatica algemeen
- THE SHALLOW AND THE DEEP
BIEHL, MICHAEL
THE SHALLOW AND THE DEEP
39,00incl BTW
Vertrouwd sinds 1927
Persoonlijke aandacht en advies
Vanaf 17,50 gratis verzenden NL & BE
Meer dan 150.000 artikelen online
Omschrijving THE SHALLOW AND THE DEEP
The Shallow and the Deep is a collection of lecture notes that offers an accessible introduction to neural networks and machine learning in general. However, it was clear from the beginning that these notes would not be able to cover this rapidly cha
nging and growing field in its entirety. The focus lies on classical machine learning techniques, with a bias towards classification and regression. Other learning paradigms and many recent developments in, for instance, Deep Learning are not address
ed or only briefly touched upon.
Biehl argues that having a solid knowledge of the foundations of the field is essential, especially for anyone who wants to explore the world of machine learning with an ambition that goes beyond the application
of some software package to some data set. Therefore, The Shallow and the Deep places emphasis on fundamental concepts and theoretical background. This also involves delving into the history and pre-history of neural networks, where the foundations f
or most of the recent developments were laid.
These notes aim to demystify machine learning and neural networks without losing the appreciation for their impressive power and versatility.
nging and growing field in its entirety. The focus lies on classical machine learning techniques, with a bias towards classification and regression. Other learning paradigms and many recent developments in, for instance, Deep Learning are not address
ed or only briefly touched upon.
Biehl argues that having a solid knowledge of the foundations of the field is essential, especially for anyone who wants to explore the world of machine learning with an ambition that goes beyond the application
of some software package to some data set. Therefore, The Shallow and the Deep places emphasis on fundamental concepts and theoretical background. This also involves delving into the history and pre-history of neural networks, where the foundations f
or most of the recent developments were laid.
These notes aim to demystify machine learning and neural networks without losing the appreciation for their impressive power and versatility.
Specificaties
- MerkUniversity of Groningen Press
- GroepINFORMATICA ALGEMEEN(980)
- Categorieëninformatica algemeen
- Barcode9789403430287
- LeverstatusActief
Reviews
0.0/5.0
Gemiddelde uit 0 reviews
Meest behulpzame reviews
Nog geen reviews geschreven