Data Science and Machine Learning for Non-Programmers: Using SAS Enterprise Miner, Truong, Dothang
Автор: Cox Tim Название: Raspberry Pi Cookbook for Python Programmers ISBN: 1849696624 ISBN-13(EAN): 9781849696623 Издательство: Неизвестно Рейтинг: Цена: 60070.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This guide teaches Python programmers how to unleash the hidden potential of the Raspberry Pi.
Grokking Algorithms is a fully illustrated, friendly guide that teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You'll start with sorting and searching and, as you build up your skills in thinking algorithmically, you'll tackle more complex concerns such as data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python.
Learning about algorithms doesn't have to be boring Get a sneak peek at the fun, illustrated, and friendly examples you'll find in Grokking Algorithms on Manning Publications' YouTube channel.
Continue your journey into the world of algorithms with Algorithms in Motion, a practical, hands-on video course available exclusively at Manning.com (www.manning.com/livevideo/algorithms-in-motion).
Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
About the Technology
An algorithm is nothing more than a step-by-step procedure for solving a problem. The algorithms you'll use most often as a programmer have already been discovered, tested, and proven. If you want to understand them but refuse to slog through dense multipage proofs, this is the book for you. This fully illustrated and engaging guide makes it easy to learn how to use the most important algorithms effectively in your own programs.
About the Book
Grokking Algorithms is a friendly take on this core computer science topic. In it, you'll learn how to apply common algorithms to the practical programming problems you face every day. You'll start with tasks like sorting and searching. As you build up your skills, you'll tackle more complex problems like data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python. By the end of this book, you will have mastered widely applicable algorithms as well as how and when to use them.
What's Inside
Covers search, sort, and graph algorithms
Over 400 pictures with detailed walkthroughs
Performance trade-offs between algorithms
Python-based code samples
About the Reader
This easy-to-read, picture-heavy introduction is suitable for self-taught programmers, engineers, or anyone who wants to brush up on algorithms.
About the Author
Aditya Bhargava is a Software Engineer with a dual background in Computer Science and Fine Arts. He blogs on programming at adit.io.
Table of Contents
Introduction to algorithms
Selection sort
Recursion
Quicksort
Hash tables
Breadth-first search
Dijkstra's algorithm
Greedy algorithms
Dynamic programming
K-nearest neighbors
Автор: Riley, Tim Goucher, Adam Название: Beautiful testing ISBN: 0596159811 ISBN-13(EAN): 9780596159818 Издательство: Wiley Рейтинг: Цена: 42230.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Offers essays from software testers that illustrate the qualities and techniques necessary to make testing an art in itself. Through personal anecdotes, this book helps you learn how each of these professionals developed best practices for testing a wide range of software projects involving XMPP, GUI tools, Open Map applications, and more.
Автор: Leen Ammeraal; Kang Zhang Название: Computer Graphics for Java Programmers ISBN: 3319633562 ISBN-13(EAN): 9783319633565 Издательство: Springer Рейтинг: Цена: 62410.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This third edition covers fundamental concepts in creating and manipulating 2D and 3D graphical objects, including topics from classic graphics algorithms to color and shading models.
Автор: Lennart Jorelid Название: J2EE FrontEnd Technologies ISBN: 1893115968 ISBN-13(EAN): 9781893115965 Издательство: Springer Рейтинг: Цена: 41920.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Servlets and JSP (Java Server Pages) are the main way that Java is used in the Web today. These are Java programs that run on a Web server that allow HTML content to be dynamically generated (often by querying a database) and then sent via the web to a "client" machine that made the request in the first place.
Автор: Jesper Wisborg Krogh Название: MYSQL connector/Python revealed : ISBN: 1484236939 ISBN-13(EAN): 9781484236932 Издательство: Springer Рейтинг: Цена: 55890.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Move data back and forth between database and application. The must-have knowledge in this book helps programmers learn how to use the official driver, MySQL Connector/Python, by which Python programs communicate with the MySQL database.
This book takes you from the initial installation of the connector through basic query execution, then through more advanced topics, error handing, and troubleshooting. The book covers both the traditional API as well as the new X DevAPI. The X DevAPI is part of MySQL 8.0 and is an API that can be used with connectors for several programming languages and is used from the command-line interface known as MySQL Shell. You will learn to use the connector by working through code examples and following a discussion of how the API calls work.
By the end of the book, you will be able to use MySQL as the back-end storage for your Python programs, and you’ll even have the option of choosing between SQL and NoSQL interfaces.
What You'll Learn
Install MySQL Connector/PythonConnect to MySQL and configure database accessExecute SQL and NoSQL queries from your Python programTrap errors and troubleshoot problemsStore data from different languages using MySQL’s character set supportWork in the X DevAPI that underlies all of MySQL’s language connectors
Who This Book Is For
Developers familiar with Python who are looking at using MySQL as the back-end database. No prior knowledge of Connector/Python is assumed, but readers should be familiar with databases and the Python programming language.
Self-driving cars, natural language recognition, and online recommendation engines are all possible thanks to Machine Learning. Now you can create your own genetic algorithms, nature-inspired swarms, Monte Carlo simulations, cellular automata, and clusters. Learn how to test your ML code and dive into even more advanced topics. If you are a beginner-to-intermediate programmer keen to understand machine learning, this book is for you.
Discover machine learning algorithms using a handful of self-contained recipes. Build a repertoire of algorithms, discovering terms and approaches that apply generally. Bake intelligence into your algorithms, guiding them to discover good solutions to problems.
In this book, you will:
Use heuristics and design fitness functions.
Build genetic algorithms.
Make nature-inspired swarms with ants, bees and particles.
Create Monte Carlo simulations.
Investigate cellular automata.
Find minima and maxima, using hill climbing and simulated annealing.
Try selection methods, including tournament and roulette wheels.
Learn about heuristics, fitness functions, metrics, and clusters.
Test your code and get inspired to try new problems. Work through scenarios to code your way out of a paper bag; an important skill for any competent programmer. See how the algorithms explore and learn by creating visualizations of each problem. Get inspired to design your own machine learning projects and become familiar with the jargon.
What You Need:
Code in C++ (>= C++11), Python (2.x or 3.x) and JavaScript (using the HTML5 canvas). Also uses matplotlib and some open source libraries, including SFML, Catch and Cosmic-Ray. These plotting and testing libraries are not required but their use will give you a fuller experience. Armed with just a text editor and compiler/interpreter for your language of choice you can still code along from the general algorithm descriptions.
Автор: Moroney Laurence Название: AI and Machine Learning for On-Device Development: A Programmer`s Guide ISBN: 109810174X ISBN-13(EAN): 9781098101749 Издательство: Wiley Рейтинг: Цена: 38250.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This insightful book is your guide to creating and running models on popular mobile platforms such as iOS and Android. It offers an introduction to machine learning techniques and tools, then walks you through writing Android and iOS apps powered by common ML models like computer vision and text recognition
Автор: Moroney Laurence Название: AI and Machine Learning for Coders: A Programmer`s Guide to Artificial Intelligence ISBN: 1492078190 ISBN-13(EAN): 9781492078197 Издательство: Wiley Рейтинг: Цена: 55960.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: If you`re looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney`s extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.
Автор: Pikus Fedor G. Название: The Art of Writing Efficient Programs: An advanced programmer`s guide to efficient hardware utilization and compiler optimizations using C++ examples ISBN: 1800208111 ISBN-13(EAN): 9781800208117 Издательство: Неизвестно Рейтинг: Цена: 53940.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book takes you through a systematic study of every aspect involved in improving the performance of your programs. It provides you with solutions to a range of performance-related troubleshooting scenarios and equips you with the knowledge and tools necessary for writing efficient programs while building performance-intensive applications.
Автор: Oswald Campesato Название: Python for Programmers ISBN: 1683928172 ISBN-13(EAN): 9781683928171 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 49890.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Intended primarily for developers who have little or no experience with Python or Pandas. It contains a fast-paced introduction to Python and Python-based solutions to various tasks.
Автор: Iovine, John Название: Pic Projects For Non-Programmers ISBN: 1856176037 ISBN-13(EAN): 9781856176033 Издательство: Elsevier Science Рейтинг: Цена: 34800.00 T Наличие на складе: Нет в наличии. Описание: Suitable for engineers and hobbyists new to the PIC, this book provides various PIC projects, helping them use a symbolic compiler that allows them to create `code` via flowcharts immediately, getting their projects up and running quickly.
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