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Название: Machine Learning With Python: The Definitive Tool to Improve Your Python Programming and Deep Learning to Take You to The Next Level of Coding and Algorithms Optimization
Автор: Matt Algore
Издательство: Independently published
Год: 2021
Страниц: 146
Язык: английский
Формат: pdf, azw, epub
Размер: 13.9 MB

Machine Learning is rapidly changing the world, from diverse types of applications and research pursued in industry and academia. Machine Learning is affecting every part of your daily life. From voice assistants using NLP and machine learning to make appointments, check your calendar, and play music, to programmatic advertisements — that are so accurate that they can predict what you will need before you even think of it. Powerful, isn’t it? Do you want to do machine learning using Python, but you’re having trouble getting started? Then this Complete Python Handbook will teach you every single info you need to know about this popular and powerful interpreted language.

Название: Writing Maintainable Unit Tests: Mastering the art of loosely coupled unit tests
Автор: Jan Van Ryswyck
Издательство: Leanpub
Год: 2020
Страниц: 183
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 18.9 MB

The practice of Test-Driven Development has proven to be one of the major differentiators in writing quality software. Based on 15+ years of experience, this book is my attempt to teach about the heuristics that are involved when writing loosely coupled, maintainable and readable unit tests. This book is for software developers who want to improve upon their existing skills for writing unit tests. You will learn how to build loosely coupled, highly maintainable and robust unit tests that are trustworthy and improve the overall code quality of your software applications. Although the examples in this book are written in C#, the principles and guidance are broadly applicable to other platforms and programming environments as well.

Название: Loving Common Lisp, or the Savvy Programmer's Secret Weapon, 6th Edition
Автор: Mark Watson
Издательство: Leanpub
Год: 2020-08-03
Страниц: 233
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 18.5 MB

An introduction to Common Lisp and many useful example programs. This is the sixth edition of my book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon." I removed some of the older material from the earlier editions and added application examples for deep learning, back-propagation and Hopfield neural networks, using the CLML machine learning library, heuristic search, and using Common Lisp clients for: MongoDB, Solr, and relational databases. For the older 3rd edition I added a chapter using my Natural Language Processing (NLP) library and a short chapter on information gathering. For the 5th edition I added an example application for generating Knowledge Graph data (RDF and Cypher for Neo4j graph database), and hybrid examples for using Python deep learning libraries (using a web service interface).

Название: Learning of Algorithms: A Hands-On Approach to Implementing Algorithms in Python and R
Автор: Mario Rojas
Издательство: Amazon.com Services LLC
Год: 2021
Страниц: 403
Язык: английский
Формат: pdf, azw3, epub
Размер: 32.0 MB

Machine learning can be broadly classified into supervised and unsupervised learning. By definition, the term supervised means that the “machine” (the system) learns with the help of something—typically a labeled training data. Training data (or a dataset ) is the basis on which the system learns to infer. An example of this process is to show the system a set of images of cats and dogs with the corresponding labels of the images (the labels say whether the image is of a cat or a dog) and let the system decipher the features of cats and dogs. Similarly, unsupervised learning is the process of grouping data into similar categories. An example of this is to input into the system a set of images of dogs and cats without mentioning which image belongs to which category and let the system group the two types of images into different buckets based on the similarity of images.

Название: Debugging CSS
Автор: Ahmad Shadeed
Издательство: Самиздат
Год: 2020
Формат: pdf
Страниц: 302
Размер: 19 mb
Язык: Английский

An ebook with lots of tips and techniques on how to debug CSS the right way with easy and studied methods.

I've been using, and a big advocate for CSS since before it was even a standard, nearly 25 years.
It's hard to convey what a profound change it brought in developing for the web when introduced, although its widespread adoption took years of the technology maturing in browsers, and of advocacy, changing the long established use of tables for page layout, font elements, and other hacks web developers came up with to design for the Web.

Название: Цифровой синтез : практический курс
Автор: Романов А.Ю., Панчул Ю.В.
Издательство: ДМК
Год: 2020
Формат: PDF
Страниц: 556
Размер: 37 Mb
Язык: Русский

Книга представляет собой расширенный практический курс, ориентированный на язык Verilog и обеспечивающий возможность выполнения практических задач на дешевых отладочных платах. Этот практикум дополняет и объединяет теоретические курсы по цифровой логике, языкам описания аппаратуры, компьютерной архитектуре и микроархитектуре, а также подготавливает студентов к работе с промышленными процессорными ядрами, к созданию специализированных вычислителей (например, ускорителей нейросетей) и курсов VLSI по проектированию массовых микросхем ASIC.

Название: PYTHON: 2 Books in 1: Python Programming & Data Science. Master Data Analysis in Less than 7 Days and Discover the Secrets of Machine Learning with Step-by-Step Exercises
Автор: Callaway J.
Издательство: Amaxon
Год: 2020
Формат: pdf
Страниц: 186
Размер: 28 mb
Язык: английский

Well, you don’t need to be proficient in Python to conduct data analysis in Python. All you need to do is to master five Python libraries to effectively find a solution to a wide array of data analysis problems. So, you need to start learning these libraries one by one. Remember that you don’t have to be a pro at building great software in Python to productively conduct data analysis.
Before you proceed further, make sure that you set up your programming environment and learn the way to work with Ipython notebook.

Название: Программирование в примерах и задачах
Автор: Грацианова Т. Ю.
Издательство: Лаборатория знаний
Год: 2020 - 6-е изд.
Cтраниц: 373 с. : ил., табл., граф.
Формат: pdf (ocr)
Размер: 17 мб
Язык: русский

Пособие поможет подготовиться к экзамену по информатике, научиться решать задачи по программированию на языке Паскаль. Рассмотрено большое количество программ; листинги приведены в расчете на использование среды Турбо Паскаль 7.0, однако в большинстве своем будут работать без всяких изменений и в других версиях Паскаля. Некоторые задачи имеют несколько вариантов решений, и в пособии подробно разобрано, какое из них является наилучшим.

Название: Machine Learning For Absolute Beginners: A Plain English Introduction, Third Edition
Автор: Oliver Theobald
Издательство: Scatterplot Press
Год: 2021
Страниц: 191
Размер: 15.2 МБ
Формат: EPUB
Язык: English

Machine Learning for Absolute Beginners Third Edition has been written and designed for absolute beginners. This means plain-English explanations and no coding experience required. Where core algorithms are introduced, clear explanations and visual examples are added to make it easy to follow along at home.

Название: Tuning Up: From A/B testing to Bayesian optimization (MEAP)
Автор: Dawid Sweet
Издательство: Manning Publications
Год: 2020
Формат: PDF, MOBI
Страниц: 107
Размер: 10 Mb
Язык: English

Master industry-proven tests, methods, and evaluative experiments to deliver continuous improvements to your software.