ISBN
9781788625906
Explore and master the most important algorithms for solving complex machine learning problems. :
This book is an ideal and relevant source of content for data science professionals who want to delve into complex machine learning algorithms, calibrate models, and improve the predictions of the trained model. A basic knowledge of machine learning is preferred to get the best out of this guide.
Author/Authors: Bonaccorso, Giuseppe
Pages: 576 | Published Date: 43245
Category: Data
ISBN
9781783984534
Master machine learning techniques with R to deliver insights for complex projects :
If you want to learn how to use R's machine learning capabilities to solve complex business problems, then this book is for you. Some experience with R and a working knowledge of basic statistics or machine learning will prove helpful.
Author/Authors: Lesmeister, Cory
Pages: 400 | Published Date: 42305
Category: Data
ISBN
9781787284487
Master machine learning techniques with R to deliver insights in complex projects :
This book is for data science professionals, data analysts, or anyone with a working knowledge of machine learning, with R who now want to take their skills to the next level and become an expert in the field.
Author/Authors: Lesmeister, Cory
Pages: 420 | Published Date: 42849
Category: Data
ISBN
9781783988372
Apply effective learning algorithms to real-world problems using scikit-learn :
If you are a software developer who wants to learn how machine learning models work and how to apply them effectively, this book is for you. Familiarity with machine learning fundamentals and Python will be helpful, but is not essential.
Author/Authors: Hackeling, Gavin
Pages: 238 | Published Date: 41941
Category: Data
ISBN
9781788298490
Use scikit-learn to apply machine learning to real-world problems :
Machine learning is the buzzword bringing computer science and statistics together to build smart and efficient models. Using powerful algorithms and techniques offered by machine learning you can automate any analytical model. This book examines a variety of machine learning models including popular machine learning algorithms such as k-nearest neighbors, logistic regression, naive Bayes, k-means, decision trees, and artificial neural networks. It discusses data preprocessing, hyperparameter optimization, and ensemble methods. You will build systems that classify documents, recognize images, detect ads, and more. You will learn to use scikit-learn’s API to extract features from categorical variables, text and images; evaluate model performance, and develop an intuition for how to improve your model’s performance. By the end of this book, you will master all required concepts of scikit-learn to build efficient models at work to carry out advanced tasks with the practical approach.
Author/Authors: Hackeling, Gavin
Pages: 254 | Published Date: 42940
Category: Data
ISBN
9781785282416
Unlock the complexities of machine learning algorithms in Spark to generate useful data insights through this data analysis tutorial :
Are you a developer with a background in machine learning and statistics who is feeling limited by the current slow and “small data†machine learning tools? Then this is the book for you! In this book, you will create scalable machine learning applications to power a modern data-driven business using Spark. We assume that you already know the machine learning concepts and algorithms and have Spark up and running (whether on a cluster or locally) and have a basic knowledge of the various libraries contained in Spark.
Author/Authors: Tellez, Alex | Pumperla, Max | Malohlava, Michal
Pages: 340 | Published Date: 42978
Category: Data
ISBN
9781786467591
Take your macOS Sierra to the next level using the latest tools, designs, and best coding practices while developing with Swift 3.0 :
This book is for developers who have some experience with macOS and want to take their skills to next level by unlocking the full potential of latest version of macOS with Swift 3 to build impressive applications. Basic knowledge of Swift will be beneficial but is not required.
Author/Authors: Grimshaw, Stuart
Pages: 626 | Published Date: 42886
Category: Mobile
ISBN
9781849516952
Maximize the power of Magento: for developers, designers, and store owners with this book and ebook :
Written in a step by step tutorial style with plenty of insider insights along the way. Web designers, developers or ecommerce store-owners, who design or manage Magento stores for their clients.
Author/Authors: Williams, Bret
Pages: 300 | Published Date: 41052
Category: Web Development
ISBN
9781785887222
Maximize the power of Magento 2 to create productive online stores :
This book is for web designers, developers, or e-commerce store owners who design or manage Magento stores for their clients and want to gain an in-depth understanding of the various features of Magento 2.
Author/Authors: Williams, Bret | Bownds, Jonathan
Pages: 340 | Published Date: 42549
Category: Web Development
ISBN
9781783288243
Create responsive themes using Bootstrap, the most widely used frontend framework :
Written in a stepbystep, tutorial style with a lot of code snippets and handson examples to create an advanced Magento theme from scratch, this book is tailormade for web designers and developers. This book is great for developers and web designers who are looking to get a good grounding in how to create custom, responsive, and advanced Magento themes. Readers must have some experience with HTML, PHP, CSS, and Magento theme design. This book will be useful for anybody who already has knowledge of the Magento frontend structure.
Author/Authors: Saccà , Andrea
Pages: 310 | Published Date: 41754
Category: Web Development
ISBN
9781847190383
An advanced level guide to customizing and extending :
Using a highly graphical, practical style the experienced authors show you how to get the most out of Mambo's more advanced features and abilities. Mastering Mambo is the book for anybody who has developed a Mambo web site, and wants to expand what their site can do and make the most of this powerful content management system. It is not a tutorial in the Mambo basics. Nor is it a comprehensive reference to Mambo's workings. Instead, it shows you how to employ Mambo's most powerful and useful features in your own site or intranet.
Author/Authors: Wenz, Christian | Hauser, Tobias
Pages: 304 | Published Date: 38693
Category: Web Development
ISBN
9781783000470
Discover and perfect your ultimate management style to succeed as a leader :
If you want to effectively manage and build your customer base to drive your business forward, this book will provide you with the knowledge and strategies you need for success
Author/Authors: Silverman, Harris
Pages: 56 | Published Date: 41768
Category: Business & Other
ISBN
9781849697699
An extensive, fun, and practical guide to streamlining your comic-making workflow using Manga Studio 5 :
Mastering Manga Studio 5 will follow an explanatory, work through manual approach. The main features of Manga will be presented in each section along with exciting tips, vital techniques and impressive workflows.This book is for those who already have some Manga Studio and graphics program experience. It is not a beginner's guide, but if you are a novice Manga Studio 5 user it will help you to master the time-saving features of the software.
Author/Authors: Staley, Liz
Pages: 298 | Published Date: 41541
Category: Business & Other
ISBN
9781783981557
Debug, secure, and back up your data for optimum server performance with MariaDB :
This book is intended for intermediate users who want to learn how to administrate a MariaDB server or a set of servers. It is aimed at MariaDB users, and hence working knowledge of MariaDB is a prerequisite.
Author/Authors: Razzoli, Federico
Pages: 384 | Published Date: 41906
Category: Data
ISBN
9781783987559
A practical guide that takes you beyond the basics of matplotlib and gives solutions to plot complex data :
If you are a scientist, programmer, software engineer, or student who has working knowledge of matplotlib and now want to extend your usage of matplotlib to plot complex graphs and charts and handle large datasets, then this book is for you.
Author/Authors: McGreggor, Duncan M.
Pages: 292 | Published Date: 42184
Category: Data
ISBN
9781785885372
The ultimate guide to managing, building, and deploying large-scale clusters with Apache Mesos :
The book aims to serve DevOps engineers and system administrators who are familiar with the basics of managing a Linux system and its tools.
Author/Authors: Dubhashi, Dipa | Das, Akhil
Pages: 352 | Published Date: 42516
Category: Data
