Название: Deep Learning für die Biowissenschaften: Einsatz von Deep Learning in Genomik, Biophysik, Mikroskopie und medizinischer Analyse
Автор: Bharath Ramsundar, Peter Eastman
Издательство: O'Reilly; Auflage
Год: 2020
Страниц: 236
Язык: немецкий
Формат: epub
Размер: 16.1 MB

Deep Learning hat bereits in vielen Bereichen bemerkenswerte Ergebnisse erzielt. Jetzt hält es Einzug in die Wissenschaften, insbesondere in die Biowissenschaften. Dieses praxisorientierte Buch bietet Programmierern und Wissenschaftlern einen Überblick darüber, wie Deep Learning in Genomik, Chemie, Biophysik, Mikroskopie, medizinischer Analyse und der Arzneimittelforschung eingesetzt wird.

Название: Lean Analytics: The Complete Guide to the Systematic Method for the Use of Data to Manage and Build a Better and Faster Startup Business by Cutting Costs and Adding Value to the Development Process
Автор: Josh Wright
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 149
Язык: английский
Формат: epub, pdf (conv)
Размер: 10.1 MB

If you’ve always wanted to adopt a system or method to make your startup business better and faster by cutting costs and adding value to the development process but you’ve always struggled to find the best way to get there, then keep reading... Both Agile and Lean methodologies are wildly popular these days. More and more organizations are adopting Agile and Lean practices. However, many teams struggle to describe the similarities and differences between the two. The question is: Are you Agile? Are you Lean? Can you be both?

Название: Quantitative Portfolio Management: with Applications in Python
Автор: Pierre Brugiere
Издательство: Springer
Год: 2020
Страниц: 212
Язык: английский
Формат: pdf (true), epub
Размер: 15.5 MB

This self-contained book presents the main techniques of quantitative portfolio management and associated statistical methods in a very didactic and structured way, in a minimum number of pages. The concepts of investment portfolios, self-financing portfolios and absence of arbitrage opportunities are extensively used and enable the translation of all the mathematical concepts in an easily interpretable way. All the results, tested with Python programs, are demonstrated rigorously, often using geometric approaches for optimization problems and intrinsic approaches for statistical methods, leading to unusually short and elegant proofs. The statistical methods concern both parametric and non-parametric estimators and, to estimate the factors of a model, principal component analysis is explained. The presented Python code and web scraping techniques also make it possible to test the presented concepts on market data.

Название: Scrum: The Complete Guide to the Agile Project Management Framework that Helps the Software Development Lean Team to Efficiently Structure and Simplify the Work & Solve Problems in Half the Time
Автор: Josh Wright
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 108
Язык: английский
Формат: epub, pdf (conv)
Размер: 10.1 MB

Scrum is decisively a development of Agile Management. Scrum strategy depends on a lot of characterized practices and jobs that must be included during the product advancement process. It is an adaptable approach that rewards the use of the 12 spry standards in a setting concurred by all the colleagues of the item. In Scrum, the group centers around building quality programming. The proprietor of a Scrum venture center around characterizing what are the attributes that the item should need to manufacture (what to fabricate, what not, and in what request) and to defeat any deterrent that could ruin the undertaking of the improvement group.

Название: Human Emotion Recognition from Face Images
Автор: Paramartha Dutta, Asit Barman
Издательство: Springer
Серия: Cognitive Intelligence and Robotics
Год: 2020
Страниц: 276
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Presents the novel use of various signatures as effective features for emotion recognition. This book discusses human emotion recognition from face images using different modalities, highlighting key topics in facial expression recognition, such as the grid formation, distance signature, shape signature, texture signature, feature selection, classifier design, and the combination of signatures to improve emotion recognition.

Название: Machine Learning with Python for Everyone (Final version)
Автор: Mark E. Fenner
Издательство: Addison-Wesley Professional
Год: 2019
Страниц: 588
Язык: английский
Формат: True PDF
Размер: 10.1 MB

Полное руководство для начинающих по изучению и созданию систем машинного обучения с использованием Python. Книга "Машинное обучение с Python для всех" поможет вам освоить процессы, шаблоны и стратегии, необходимые для построения эффективных систем обучения, даже если вы абсолютный новичок. Если вы можете написать код на Python, эта книга для вас, независимо от того, насколько мало вы знаете высшую математику. Главный преподаватель Марк Э. Феннер полагается на истории на простом английском, рисунки и примеры на Python для передачи идей машинного обучения.

Название: Creating Great Teams: How Self-Selection Lets People Excel
Автор: Sandy Mamoli and David Mole
Издательство: Pragmatic Bookshelf
Год: 2015
Формат: PDF, EPUB
Размер: 27,4 Мб
Язык: English

People are happiest and most productive if they can choose what they work on and who they work with. Self-selecting teams give people that choice. Build well-designed and efficient teams to get the most out of your organization, with step-by-step instructions on how to set up teams quickly and efficiently. You'll create a process that works for you, whether you need to form teams from scratch, improve the design of existing teams, or are on the verge of a big team re-shuffle.

Название: Effective Team Management with VSTS and TFS: A Guide for Scrum Masters
Автор: Chaminda Chandraseara, Sanjaya Yapa
Издательство: Apress
Год: 2018
ISBN: 9781484235577
Формат: pdf, epub
Страниц: XVI, 168
Размер: 12,3 mb
Язык: English

Takes a scenario based approach with VSTS and TFS to effectively enhance team capabilities

Название: Python for Programmers: with Big Data and Artificial Intelligence Case Studies
Автор: Paul J. Deitel, Harvey Deitel
Издательство: Pearson Higher Ed
Год: 2019
Формат: True PDF
Страниц: 635
Размер: 22.8 Mb
Язык: English

The professional programmer’s Deitel guide to Pythonwith introductory artificial intelligence case studies
Written for programmers with a background in another high-level language, this book uses hands-on instruction to teach today’s most compelling, leading-edge computing technologies and programming in Python–one of the world’s most popular and fastest-growing languages. Please read the Table of Contents diagram inside the front cover and the Preface for more details.

Название: Supercharged Python: Take Your Code to the Next Level First Edition
Автор: Brian Overland, John Bennett
Издательство: Addison-Wesley Professional
Год: 2019
Формат: true pdf/epub
Страниц: 672
Размер: 44.7 Mb
Язык: English

Tapping into the full power of Python doesn’t have to be difficult. Supercharged Python is written for people who’ve learned the fundamentals of the language but want to take their skills to the next level.
After a quick review of Python, the book covers: advanced list and string techniques; all the ways to handle text and binary files; financial applications; advanced techniques for writing classes; generators and decorators; and how to master packages such as Numpy (Numeric Python) to supercharge your applications!