The.Hottest

Connor P. Milliken ... 332 pages - Publisher: Apress; (November, 2019) ... Language: English - ASIN: B081LWB7FK by Amazon.

Immerse yourself in learning Python and introductory data analytics with this book’s project-based approach. Through the structure of a ten-week coding bootcamp course, you’ll learn key concepts and gain hands-on experience through weekly projects. Each chapter in this book is presented as a full week of topics, with Monday through Thursday covering specific concepts, leading up to Friday, when you are challenged to create a project using the skills learned throughout the week. Topics include Python basics and essential intermediate concepts such as list comprehension, generators and iterators, understanding algorithmic complexity, and data analysis with pandas. From beginning to end, this book builds up your abilities through exercises and challenges, culminating in your solid understanding of Python.

Challenge yourself with the intensity of a coding bootcamp experience or learn at your own pace. With this hands-on learning approach, you will gain the skills you need to jumpstart a new career in programming or further your current one as a software developer. 

What You Will Learn: Understand beginning and more advanced concepts of the Python language + Be introduced to data analysis using pandas, the Python Data Analysis library + Walk through the process of interviewing and answering technical questions + Create real-world applications with the Python language + Learn how to use Anaconda, Jupyter Notebooks, and the Python Shell. Who This Book Is For: Those trying to jumpstart a new career into programming, and those already in the software development industry and would like to learn Python programming.

Ivan Nunes da Silva, Danilo Hernane Spatti ... 307 pages - Publisher: Springer; (August, 2016) - Language: English - ISBN-10: 3319431617 - ISBN-13: 978-3319431611 ...

This book provides comprehensive coverage of neural networks, their evolution, their structure, the problems they can solve, and their applications. The first half of the book looks at theoretical investigations on artificial neural networks and addresses the key architectures that are capable of implementation in various application scenarios. The second half is designed specifically for the production of solutions using artificial neural networks to solve practical problems arising from different areas of knowledge. It also describes the various implementation details that were taken into account to achieve the reported results. These aspects contribute to the maturation and improvement of experimental techniques to specify the neural network architecture that is most appropriate for a particular application scope. The book is appropriate for students in graduate and upper undergraduate courses in addition to researchers and professionals.

E. S. Gopi ... 256 pages - Publisher: Springer; (October, 2019) ... Language: English - ASIN: B07Z9MS1BZ by Amazon.

This book presents the complex topic of using computational intelligence for pattern recognition in a straightforward and applicable way, using Matlab to illustrate topics and concepts. The author covers computational intelligence tools like particle swarm optimization, bacterial foraging, simulated annealing, genetic algorithm, and artificial neural networks. The Matlab based illustrations along with the code are given for every topic. Readers get a quick basic understanding of various pattern recognition techniques using only the required depth in math. The Matlab program and algorithm are given along with the running text, providing clarity and usefulness of the various techniques.

Presents pattern recognition and the computational intelligence using Matlab; Includes mixtures of theory, math, and algorithms, letting readers understand the concepts quickly; Outlines an array of classifiers, various regression models, statistical tests and the techniques for pattern recognition using computational intelligence.

Isacco Arnaldi ... 264 pages - Publisher: Springer; (July, 2018) ... Language: English - ISBN-10: 331991538X - ISBN-13: 978-3319915388.

This textbook is intended for a semester-length course in Sigma-Delta converters. The author minimizes his use of mathematical theory, emphasizes real-use cases, and discuses concepts in a way to be accessible to inexperienced students and entry-level, practicing engineers. Little or no prior knowledge of Sigma-Delta converters and/or MATLAB/Simulink is assumed. Readers will learn what the design process involves, the trade-offs to consider, how a modulator is actually simulated and how to consider a specific design successful. Each chapter is begins with the essential, practical information, while the necessary, theoretical concepts are presented through results evaluation of the suggested simulation exercises of the modulators supplied in the MATLAB/Simulink Toolbox software accompanying this book.

WinRAR v5.90 (x86 and x64) [Size: 5.86 MB] ... WinRAR is a powerful archive manager. It can backup your data and reduce the size of email attachments, decompress RAR, ZIP and other files downloaded from Internet and create new archives in RAR and ZIP file format. You can try WinRAR before buy, its trial version is available in downloads. 1. Following issues are corrected in Windows high DPI mode: If text size in Windows settings was set to 150% or larger, the font size in WinRAR help was not increased accordingly, resulting in too small text; + default columns width in WinRAR file list was less than expected for 125% or larger Windows text setting. 2. Interface improvements for right to left languages: Proper text alignment in simple WinRAR prompts, such as confirmations to delete archived files or to clear the log file; + "OK", "Cancel", "Help" buttons in multi-page dialogs, such as archiving and extraction options or WinRAR settings, are aligned correctly and translated to default Windows display language. 3. Bugs fixed: WinRAR SFX module could load DLL libraries from its own executable folder as a result of calling some Windows API functions. It could lead to security threat if DLL files with malicious code were stored in the same folder as SFX archive. Now SFX module takes additional steps to prevent such situation in Windows Vista and newer. Be aware that users without latest Windows security patches installed also as Windows XP users still can be affected, so they must be especially careful to run SFX archive from a folder without suspicious DLL files; + WinRAR 5.30 failed to run .lnk files from file list.

Yen-Wei Chen, Lakhmi C. Jain ... 218 pages - Publisher: Springer; (November, 2019) ... Language: English - ASIN: B081R8DDN6 by Amazon.

This book provides a comprehensive overview of deep learning (DL) in medical and healthcare applications, including the fundamentals and current advances in medical image analysis, state-of-the-art DL methods for medical image analysis and real-world, deep learning-based clinical computer-aided diagnosis systems. Deep learning (DL) is one of the key techniques of artificial intelligence (AI) and today plays an important role in numerous academic and industrial areas. DL involves using a neural network with many layers (deep structure) between input and output, and its main advantage of is that it can automatically learn data-driven, highly representative and hierarchical features and perform feature extraction and classification on one network. DL can be used to model or simulate an intelligent system or process using annotated training data.

Recently, DL has become widely used in medical applications, such as anatomic modelling, tumour detection, disease classification, computer-aided diagnosis and surgical planning. This book is intended for computer science and engineering students and researchers, medical professionals and anyone interested using DL techniques.

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