Get up to speed with the deep learning concepts of Pytorch using a problem-solution approach. Starting with an introduction to PyTorch, you'll get familiarized with tensors, a type of data structure used to calculate arithmetic operations and also learn how they operate. You will then take a look...
Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by...
This book presents some of the most recent research results in the area of machine learning and robot perception. The book contains eight chapters.
Relevant progress has been done, within the Robotics field, in mechanical systems, actuators, control and planning. This fact, allows a wide application of industrial robots, where...
Intelligent Autonomous Systems (IAS) are the physical embodiment of machine intelligence providing a core concept for integrating various advanced technologies with pattern recognition and learning. The basic philosophy of IAS research is to explore and understand the nature of intelligence in problems of perception, reasoning, learning and...
Delve into the principles of ITIL® and DevOps and examine the similarities and differences. This book re-engineers the ITIL framework to work in DevOps projects without changing its meaning and its original objectives, making it fit for purpose for use in DevOps...
Explore the latest Python tools and techniques to help you tackle the world of data acquisition and analysis. You'll review scientific computing with NumPy, visualization with matplotlib, and machine learning with scikit-learn.
This revision is fully updated with new content on social media data analysis, image...
Thank you for picking up a copy of this book. Amazon Web Services (AWS) has amazed
everyone: Amazon has made lots of friends, and all its “enemies” are too busy admiring
AWS to do much fighting back. At the moment, there is no comparable public Infrastructure
as a Service (IaaS); AWS offers the services at a scale that has...
Experienced data analysts know that a successful analysis or meaningful report often
requires more work in acquiring, merging, and transforming data than in specifying
the analysis or report itself. SPSS contains powerful tools for accomplishing and
automating these tasks. While much of this capability is available through the...
Mainstream data mining techniques significantly limit the role of human reasoning and insight. Likewise, in data visualization, the role of computational analysis is relatively small. The power demonstrated individually by these approaches to knowledge discovery suggests that somehow uniting the two could lead to increased efficiency and more...
With more and more images and videos being available in the compressed
format, researchers have started taking interest in the aspect of designing
algorithms for different image operations directly in their domains of representation.
This would not only avoid the inverse and forward transformation
steps and potentially make the...
