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 Название: Ensemble Learning for AI Developers
Автор: Alok Kumar, Mayank Jain
Издательство: Apress
Год: 2020
Формат: true pdf/epub/mobi
Страниц: 146
Размер: 10 Mb
Язык: English
Ensemble Learning for AI Developers starts you at the beginning with an historical overview and explains key ensemble techniques and why they are needed. You then will learn how to change training data using bagging, bootstrap aggregating, random forest models, and cross-validation methods. Authors Kumar and Jain provide best practices to guide you in combining models and using tools to boost performance of your machine learning projects. They teach you how to effectively implement ensemble concepts such as stacking and boosting and to utilize popular libraries such as Keras, Scikit Learn, TensorFlow, PyTorch, and Microsoft LightGBM. Tips are presented to apply ensemble learning in different data science problems, including time series data, imaging data, and NLP. Recent advances in ensemble learning are discussed. Sample code is provided in the form of scripts and the IPython notebook.
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Разместил: bomboane 18-06-2020, 12:21 | Комментарии: 0 | Подробнее
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 Название: DATA SCIENCE WITH PYTHON: Complete Guide To Understanding Data Analytics And Data Science With Python Programming
Автор: Craig Berg
Издательство: Amazon Media
Год: 2020
Формат: EPUB, PDF
Страниц: 114
Размер: 12 Mb
Язык: English
As a new data scientist, you'd find it easy to use it because of its simple syntax, excellent readability and its increased availability of mining tools that make it easy to handle data.
But how would you get started with it?
How do you work with it?
How do you set it up?
If you still have such questions, then this book is all you need. It gives you the ins and outs of python as a data science solution, including how you can set it up | |
Разместил: vitvikvas 18-06-2020, 11:59 | Комментарии: 0 | Подробнее
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 Название: Deep Learning for Data Analytics: Foundations, Biomedical Applications, and Challenges
Автор: Himansu Das (Editor), Chittaranjan Pradhan (Editor), Nilanjan Dey (Editor)
Издательство: Elsevier Inc.
Год: 2020
Формат: True PDF
Страниц: 211
Размер: 12.9 Mb
Язык: English
Deep learning, a branch of Artificial Intelligence and machine learning, has led to new approaches to solving problems in a variety of domains including data science, data analytics and biomedical engineering. Deep Learning for Data Analytics: Foundations, Biomedical Applications and Challenges provides readers with a focused approach for the design and implementation of deep learning concepts using data analytics techniques in large scale environments. Deep learning algorithms are based on artificial neural network models to cascade multiple layers of nonlinear processing, which aids in feature extraction and learning in supervised and unsupervised ways, including classification and pattern analysis. Deep learning transforms data through a cascade of layers, helping systems analyze and process complex data sets. | |
Разместил: bomboane 18-06-2020, 10:00 | Комментарии: 0 | Подробнее
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 Название: Программирование микропроцессорных систем
Автор: В.Ф. Шаньгин, А.Е. Костин, В.М. Илюшечкин, П.А. Тимофеев
Издательство: Высшая школа
Год: 1990
ISBN: 5-06-00072-0
Формат: pdf
Страниц: 306
Размер: 50,1 Мб
Язык: Русский
Рассмотрены особенности архитектуры микропроцессорных систем и их программирование на языках ассемблера, БЕЙСИК, ПАСКАЛЬ, ПЛ/М, МОДУЛА-2 и др. Приведены сведения об операционных системах, средствах и методах программирования микроЭВМ и отладки программного обеспечения микропроцессорных систем.
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Разместил: oksanavalera 18-06-2020, 07:59 | Комментарии: 0 | Подробнее
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 Название: Post-Quantum Cryptography: 10th International Conference, PQCrypto 2019, Chongqing, China, May 8–10, 2019 Revised Selected Papers
Автор: Jintai Ding, Rainer Steinwandt
Издательство: Springer International Publishing
Год: 2019
Формат: PDF
Страниц: 421
Размер: 10,2 Mb
Язык: English
This book constitutes the refereed proceedings of the 9th International Workshop on Post-Quantum Cryptography, PQCrypto 2018, held in Fort Lauderdale, FL, USA, in April 2018. The 24 revised full papers presented were carefully reviewed and selected from 97 submissions. The papers are organized in topical sections on Lattice-based Cryptography, Learning with Errors, Cryptanalysis, Key Establishment, Isogeny-based Cryptography, Hash-based cryptography, Code-based Cryptography. | |
Разместил: vitvikvas 18-06-2020, 05:02 | Комментарии: 0 | Подробнее
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 Название: Cloud Computing for Data Analysis
Автор: Noah Gift
Издательство: Pragmatic AI Labs
Год: 2020
Формат: EPUB
Страниц: 504
Размер: 24,6 Mb
Язык: English
This book is designed to give you a comprehensive view of cloud computing including Big Data and Machine Learning. A variety of learning resources will be used including interactive labs on Cloud Platforms (Google, AWS, Azure) using Python. This is a project-based book with extensive hands-on assignments. | |
Разместил: vitvikvas 17-06-2020, 07:07 | Комментарии: 0 | Подробнее
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 Название: Python for every one: The great book of python programming
Автор: Elias Paul
Издательство: Amazon.com Services LLC
Год: 2020
Формат: PDF, EPUB, AZW3
Страниц: 458
Размер: 10 Mb
Язык: English
If you are a newcomer to programming it’s easy to get lost in the technical jargon, before even getting to the language you want to learn.
What are statements, operators, and functions?
How to structure, build and deploy a program?
What is functional programming and object oriented programming?
How to store, manage and exchange data?
These are topics many programming guides don’t cover, as they are assumed to be general knowledge to most developers. That is why this guide has been created. It is the ultimate primer to all programming languages. | |
Разместил: vitvikvas 17-06-2020, 05:06 | Комментарии: 0 | Подробнее
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 Название: Minimal Python: Be efficient and become an effective programmer
Автор: Alfredo Deza, Noah Gift
Издательство: Pragmatic AI Labs
Год: 2020
Формат: EPUB
Страниц: 68
Размер: 10 Mb
Язык: English
Learn a subset of the Python language and master this essential skill much more quickly. | |
Разместил: vitvikvas 17-06-2020, 04:14 | Комментарии: 0 | Подробнее
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 Название: Testing In Python: Robust Testing For Professionals
Автор: Noah Gift and Alfredo Deza
Издательство: Lean Publishing
Год: 2020-02-27
Формат: epub
Страниц: 177
Размер: 15.8 Mb
Язык: English
Getting started with testing can be hard, and this book aims make it all very easy by using examples and explaining the process in a straightforward way. Testing is a core principle of robust software implementations and should be a prime skill to master that can be applied to any project.
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Разместил: bomboane 17-06-2020, 01:06 | Комментарии: 0 | Подробнее
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 Название: Python Command Line Tools: Design powerful apps with Click
Автор: Noah Gift and Alfredo Deza
Издательство: Lean Publishing
Год: 2020-05-29
Формат: epub
Страниц: 117
Размер: 10 Mb
Язык: English
Learn to the simplest and most powerful UI ever invented, the command-line. This book teaches you the skills to master creating Python command line tools using the Click framework.Chapter 1: Getting Started with ClickChapter 2: Understanding IPythonChapter Three: Testing with ClickChapter 4: Integrating Linux Commands with ClickChapter 5: Writing pure Bash or ZSH command-line toolsChapter 6: Using Click subcommandsChapter 7: Turbocharging Click with Numba High-Performance libraryChapter 8: Integrating AWS Lambda and ClickChapter 9: Case StudiesChapter 10:War Stories | |
Разместил: bomboane 17-06-2020, 01:00 | Комментарии: 0 | Подробнее
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