The Kaggle Book. Data analysis and machine learning for competitive data science

Konrad Banachewicz, Luca Massaron, Anthony Goldbloom

Millions of data enthusiasts from around the world compete on Kaggle, the most famous data science competition platform of them all. Participating in Kaggle competitions is a surefire way to improve your data analysis skills, network with an amazing community of data scientists, and gain valuable experience to help grow your career.The first book of its kind, The Kaggle Book assembles in one place the techniques and skills you’ll need for success in competitions, data science projects, and beyond. Two Kaggle Grandmasters walk you through modeling strategies you won’t easily find elsewhere, and the knowledge they’ve accumulated along the way. As well as Kaggle-specific tips, you’ll learn more general techniques for approaching tasks based on image, tabular, textual data, and reinforcement learning. You’ll design better validation schemes and work more comfortably with different evaluation metrics.Whether you want to climb the ranks of Kaggle, build some more data science skills, or improve the accuracy of your existing models, this book is for you.Plus, join our Discord Community to learn along with more than 1,000 members and meet like-minded people!

Build Gamified Websites with PHP and jQuery. Using gaming principles to make learning more engaging, motivating, and interactive is a growing trend in web development. It's called gamification, and this book is the complete introduction to its theory and practice

Detrick DeBurr

Gamification involves the process of leveraging the features of real games into real life. A gamified website has the potential to increase user engagement, ROI, and learning. This book will help you build gamified websites with PHP and jQuery by making you understand the gamification design process to implement game mechanics in practical applications.Gamified websites are very popular amongst Internet users. The gamification of a web content draws users into action to empower them and help them develop new skills. Games engage user attention into the task and each task accomplished will mean the development and enhancement of new skills. This book will help you to apply the essence of games into real word applications such as business and education.Build Gamified Websites with PHP and jQuery aims at empowering and educating the users with an educational gamified website. The book walks through the process of developing a gamified website. Through the course of the book, you will learn gamification development process. The book emphasizes on the application of game mechanics to motivate the user. You will then use the Fogg behaviour model to influence the user behaviour. By the end of the book, you will see yourself building more engaging yet simple websites based on rational principles.

Practical DevOps. Harness the power of DevOps to boost your skill set and make your IT organization perform better

joakim verona

DevOps is a practical field that focuses on delivering business value as efficiently as possible. DevOps encompasses all the flows from code through testing environments to production environments. It stresses the cooperation between different roles, and how they can work together more closely, as the roots of the word imply—Development and Operations.After a quick refresher to DevOps and continuous delivery, we quickly move on to looking at how DevOps affects architecture. You'll create a sample enterprise Java application that you’ll continue to work with through the remaining chapters. Following this, we explore various code storage and build server options. You will then learn how to perform code testing with a few tools and deploy your test successfully. Next, you will learn how to monitor code for any anomalies and make sure it’s running properly. Finally, you will discover how to handle logs and keep track of the issues that affect processes

Avid Media Composer 6.x Cookbook. What better way to learn the professional editing possibilities of Avid Media Composer than by trying out practical, real-world examples? This book has over 160 hands-on recipes and guidance covering both basic and advanced techniques

Benjamin Hershleder

Avid Media Composer has become the tool of choice by editing professionals worldwide. Whether your project involves editing television programming, independent films, corporate industrials or commercials, this cookbook shows you exactly how to do so in a step-by-step and practical manner, and get the most out of Avid Media Composer editing.Avid Media Composer 6.x Cookbook is an expert, clear and logically-sequenced resource with highly effective recipes for learning Avid Media Composer essentials and beyond. It's task-based approach will help users at all experience levels gain a deeper, more thorough understanding of the software.It will help you master the essential, core editing features as well as reveal numerous tips and tricks that editors can benefit from immediately. Just some of the topics include understanding Import settings, mixing frame rates and understanding AMA (Avid Media Access), along with thorough explanations of Trim Mode, Segment Mode, and the Smart Tool. You will learn to customize your work environment with Workspaces, Bin Layouts, Timeline Views, Bin Views, Keyboard Mapping, and much more. The recipes inside are packed with practical examples, time-saving tools and methods to get you working faster and more confidently so that you can spend less time dealing with technical and operational issues and instead focusing on being creative.

Practical Ansible 2. Automate infrastructure, manage configuration, and deploy applications with Ansible 2.9

Daniel Oh, James Freeman, Fabio Alessandro Locati

Ansible enables you to automate software provisioning, configuration management, and application roll-outs, and can be used as a deployment and orchestration tool. While Ansible provides simple yet powerful features to automate multi-layer environments using agentless communication, it can also solve other critical IT challenges, such as ensuring continuous integration and continuous deployment (CI/CD) with zero downtime.In this book, you'll work with Ansible 2.9 and learn to solve complex issues quickly with the help of task-oriented scenarios. You'll start by installing and configuring Ansible on Linux and macOS to automate monotonous and repetitive IT tasks and get to grips with concepts such as playbooks, inventories, and network modules. As you progress, you'll gain insight into the YAML syntax and learn how to port between Ansible versions. In addition to this, you'll also understand how Ansible enables you to orchestrate multi-layer environments such as networks, containers, and the cloud.By the end of this Ansible book, you'll be well - versed in writing playbooks and other related Ansible code to overcome just about all of your IT challenges, from infrastructure-as-code provisioning to application deployments, and even handling the mundane day-to-day maintenance tasks that take up so much valuable time.

Penetration Testing with the Bash shell. Make the most of Bash shell and Kali Linux’s command line based security assessment tools

Keith Harald Esrick Makan

Instant Responsive Web Design. Learn the important components of responsive web design and make your websites mobile-friendly

Cory Simmons

Making your sites responsive is an easy enough skill to learn, and really pays dividends when you're selling your product to potential clients or just trying to impress your boss for that promotion you want, but understanding all your options will help you develop a workflow that really works for you.Instant Responsive Web Design makes learning mobile-friendly web design a piece of cake with site-builds imploring various approaches using a very easy-to-follow format where you'll actually be creating sites using each approach. Expand your web repertoire in a few, easy hours.Instant Responsive Web Design takes the guesswork out of responsive web design, by teaching readers the most relevant approaches and leaves it up to them to develop a workflow that works best for their style of coding.We'll help you to develop several websites from scratch using different philosophies such as the Goldilocks Approach, make your websites Fluid, understand desktop and mobile-first approaches, and master some of the tricky stuff such as making your images and video responsive.In this step-by-step guide, you'll learn everything you could ever need to become an above-average responsive web designer in a matter of hours.

Windows Malware Analysis Essentials. Master the fundamentals of malware analysis for the Windows platform and enhance your anti-malware skill set

Victor Marak