Visual Explanations PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Visual Explanations PDF full book. Access full book title Visual Explanations by Edward R. Tufte. Download full books in PDF and EPUB format.
Author: Edward R. Tufte
Publisher:
ISBN: 9781930824157
Category : Pattern perception
Languages : en
Pages : 156
Get Book
Book Description
Display of information for paper and computer screens; principles of information design, design of presentations. Depicting evidence relevant to cause and effect, decision making. Scientific visualization.
Author: Edward R. Tufte
Publisher:
ISBN: 9781930824157
Category : Pattern perception
Languages : en
Pages : 156
Get Book
Book Description
Display of information for paper and computer screens; principles of information design, design of presentations. Depicting evidence relevant to cause and effect, decision making. Scientific visualization.
Author: Edward R. Tufte
Publisher:
ISBN: 9780961392147
Category : Mathematics
Languages : en
Pages : 197
Get Book
Book Description
Graphical practice. Theory of data graphics.
Author: Tristan Needham
Publisher: Oxford University Press
ISBN: 9780198534464
Category : Mathematics
Languages : en
Pages : 620
Get Book
Book Description
This radical first course on complex analysis brings a beautiful and powerful subject to life by consistently using geometry (not calculation) as the means of explanation. Aimed at undergraduate students in mathematics, physics, and engineering, the book's intuitive explanations, lack of advanced prerequisites, and consciously user-friendly prose style will help students to master the subject more readily than was previously possible. The key to this is the book's use of new geometric arguments in place of the standard calculational ones. These geometric arguments are communicated with the aid of hundreds of diagrams of a standard seldom encountered in mathematical works. A new approach to a classical topic, this work will be of interest to students in mathematics, physics, and engineering, as well as to professionals in these fields.
Author: Edward R. Tufte
Publisher:
ISBN: 9781930824164
Category :
Languages : en
Pages : 214
Get Book
Book Description
How seeing turns into showing, how empirical observations turn into explanation and evidence. How to produce and consume evidence presentations.
Author: Edward R. Tufte
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 168
Get Book
Book Description
Considers the effective presentation of information by graphic means.
Author: Edward R. Tufte
Publisher:
ISBN:
Category : Visual communication
Languages : en
Pages : 126
Get Book
Book Description
Author: Christoph Molnar
Publisher: Lulu.com
ISBN: 0244768528
Category : Artificial intelligence
Languages : en
Pages : 320
Get Book
Book Description
This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
Author: Hassan Ugail
Publisher: CRC Press
ISBN: 1000625451
Category : Computers
Languages : en
Pages : 144
Get Book
Book Description
Deep learning is an artificially intelligent entity that teaches itself and can be utilized to make predictions. Deep learning mimics the human brain and provides learned solutions addressing many challenging problems in the area of visual computing. From object recognition to image classification for diagnostics, deep learning has shown the power of artificial deep neural networks in solving real world visual computing problems with super-human accuracy. The introduction of deep learning into the field of visual computing has meant to be the death of most of the traditional image processing and computer vision techniques. Today, deep learning is considered to be the most powerful, accurate, efficient and effective method with the potential to solve many of the most challenging problems in visual computing. This book provides an insight into deep machine learning and the challenges in visual computing to tackle the novel method of machine learning. It introduces readers to the world of deep neural network architectures with easy-to-understand explanations. From face recognition to image classification for diagnosis of cancer, the book provides unique examples of solved problems in applied visual computing using deep learning. Interested and enthusiastic readers of modern machine learning methods will find this book easy to follow. They will find it a handy guide for designing and implementing their own projects in the field of visual computing.
Author: Edward R. Tufte
Publisher: Graphics Press
ISBN: 9780961392130
Category : Mathematics
Languages : en
Pages : 31
Get Book
Book Description
Author: Edward R. Tufte
Publisher: Prentice Hall
ISBN:
Category : Political Science
Languages : en
Pages : 196
Get Book
Book Description
Introduction to data analysis; Predictions and projections: some issues of research design; Two-variable linear regression; Multiple regression.
