Book picks similar to
Deep Learning for Natural Language Processing: Develop Deep Learning Models for your Natural Language Problems by Jason Brownlee
deep-learning
tier2
computer-science
currently-on-pause
Star Schema the Complete Reference
Christopher Adamson - 2010
Star Schema: The Complete Reference offers in-depth coverage of design principles and their underlying rationales. Organized around design concepts and illustrated with detailed examples, this is a step-by-step guidebook for beginners and a comprehensive resource for experts.This all-inclusive volume begins with dimensional design fundamentals and shows how they fit into diverse data warehouse architectures, including those of W.H. Inmon and Ralph Kimball. The book progresses through a series of advanced techniques that help you address real-world complexity, maximize performance, and adapt to the requirements of BI and ETL software products. You are furnished with design tasks and deliverables that can be incorporated into any project, regardless of architecture or methodology.Master the fundamentals of star schema design and slow change processingIdentify situations that call for multiple stars or cubesEnsure compatibility across subject areas as your data warehouse growsAccommodate repeating attributes, recursive hierarchies, and poor data qualitySupport conflicting requirements for historic dataHandle variation within a business process and correlation of disparate activitiesBoost performance using derived schemas and aggregatesLearn when it's appropriate to adjust designs for BI and ETL tools
Artificial Intelligence and Machine Learning for Business: A No-Nonsense Guide to Data Driven Technologies
Steven Finlay - 2021
They are being applied across many industries to increase profits, reduce costs, save lives and improve customer experiences. Consequently, organizations that understand these tools and know how to use them are benefiting at the expense of their rivals.Artificial Intelligence and Machine Learning for Business cuts through the hype and technical jargon that is often associated with these subjects. It delivers a simple and concise introduction for managers and business people. The focus is on practical application and how to work with technical specialists (data scientists) to maximize the benefits of these technologies.This revised and fully updated edition contains several new sections and chapters, covering a broader set of topics than before, but retains the no-nonsense style of the original.Steven Finlay is a data scientist and author with more than 20 years’ experience of developing practical, business focused, analytical solutions. He holds a PhD in management science and is an honorary research fellow at Lancaster University in the UK.
The Long Tail: Why the Future of Business is Selling Less of More
Chris Anderson - 2006
The New York Times bestseller that introduced the business world to a future that s already here -- now in paperback with a new chapter about Long Tail Marketing and a new epilogue.Winner of the Gerald Loeb Award for Best Business Book of the Year.In the most important business book since The Tipping Point, Chris Anderson shows how the future of commerce and culture isn t in hits, the high-volume head of a traditional demand curve, but in what used to be regarded as misses -- the endlessly long tail of that same curve.
Programming WCF Services
Juval Lowy - 2007
Relentlessly practical, the book delivers insight, not documentation, to teach developers what they need to know to build the next generation of SOAs.After explaining the advantages of service-orientation for application design and teaching the basics of how to develop SOAs using WCF, the book shows how you can take advantage of built-in features such as service hosting, instance management, asynchronous calls, synchronization, reliability, transaction management, disconnected queued calls and security to build best in class applications. "Programming WCF Services" focuses on the rationale behind particular design decisions, often shedding light on poorly-documented and little-understood aspects of SOA development. Developers and architects will learn not only the "how" of WCF programming, but also relevant design guidelines, best practices, and pitfalls. Original techniques and utilities provided by the author throughout the book go well beyond anything that can be found in conventional sources.Based on experience and insight gained while taking part in the strategic design of WCF and working with the team that implemented it, "Programming WCF Services" provides experienced working professionals with the definitive work on WCF. Not only will this book make you a WCF expert, it will make you a better software engineer. It's the Rosetta Stone of WCF.
Ninja Foodi: The Pressure Cooker that Crisps: Complete Cookbook for Beginners: Your Expert Guide to Pressure Cook, Air Fry, Dehydrate, and More
Kenzie Swanhart - 2018
Here, in the official Ninja® Foodi™ Complete Cookbook for Beginners, you’ll find easy, flavorful recipes specifically designed for the innovative technology of the Ninja® Foodi™.No matter what you’re in the mood for, there’s a wide range of versatile recipes in Ninja® Foodi™ Complete Cookbook for Beginners. From wholesome “360 Meals” that allow you to fully cook grains, crisp vegetables, and tender proteins all in the same pot, to time-saving “Frozen to Crispy” recipes that allow you to cook frozen food without defrosting it first, the Ninja® Foodi™ Complete Cookbook for Beginners puts tasty, nourishing meals on the table in no time.The ultimate beginner’s guide for using this one-of-a-kind appliance, the Ninja® Foodi™ Complete Cookbook for Beginners includes:
75 quick, tasty, good-for-you recipes that include options not only for breakfast, lunch, and dinner, but also appetizers, breads, desserts, and more
Quick-start guidance for using your Ninja® Foodi™ and understanding all of its unique features such as how to pressure cook, air fry, TenderCrisp™, dehydrate, and more
Expert tips and tricks that will eliminate the learning curve regardless of your prior culinary experience
There is no dinner dilemma that the Ninja® Foodi™ can’t handle. And with the official Ninja® Foodi™ Complete Cookbook for Beginners, there’s no recipe that you can’t cook.
High Performance MySQL: Optimization, Backups, Replication, and More
Baron Schwartz - 2008
Written by noted experts with years of real-world experience building very large systems, this book covers every aspect of MySQL performance in detail, and focuses on robustness, security, and data integrity.High Performance MySQL teaches you advanced techniques in depth so you can bring out MySQL's full power. Learn how to design schemas, indexes, queries and advanced MySQL features for maximum performance, and get detailed guidance for tuning your MySQL server, operating system, and hardware to their fullest potential. You'll also learn practical, safe, high-performance ways to scale your applications with replication, load balancing, high availability, and failover. This second edition is completely revised and greatly expanded, with deeper coverage in all areas. Major additions include: Emphasis throughout on both performance and reliability Thorough coverage of storage engines, including in-depth tuning and optimizations for the InnoDB storage engine Effects of new features in MySQL 5.0 and 5.1, including stored procedures, partitioned databases, triggers, and views A detailed discussion on how to build very large, highly scalable systems with MySQL New options for backups and replication Optimization of advanced querying features, such as full-text searches Four new appendices The book also includes chapters on benchmarking, profiling, backups, security, and tools and techniques to help you measure, monitor, and manage your MySQL installations.
Life 3.0: Being Human in the Age of Artificial Intelligence
Max Tegmark - 2017
It doesn't shy away from the full range of viewpoints or from the most controversial issues--from superintelligence to meaning, consciousness and the ultimate physical limits on life in the cosmos.
AWS Lambda: A Guide to Serverless Microservices
Matthew Fuller - 2016
Lambda enables users to develop code that executes in response to events - API calls, file uploads, schedules, etc - and upload it without worrying about managing traditional server metrics such as disk space, memory, or CPU usage. With its "per execution" cost model, Lambda can enable organizations to save hundreds or thousands of dollars on computing costs. With in-depth walkthroughs, large screenshots, and complete code samples, the reader is guided through the step-by-step process of creating new functions, responding to infrastructure events, developing API backends, executing code at specified intervals, and much more. Introduction to AWS Computing Evolution of the Computing Workload Lambda Background The Internals The Basics Functions Languages Resource Allocation Getting Set Up Hello World Uploading the Function Working with Events AWS Events Custom Events The Context Object Properties Methods Roles and Permissions Policies Trust Relationships Console Popups Cross Account Access Dependencies and Resources Node Modules OS Dependencies OS Resources OS Commands Logging Searching Logs Testing Your Function Lambda Console Tests Third-Party Testing Libraries Simulating Context Hello S3 Object The Bucket The Role The Code The Event The Trigger Testing When Lambda Isn’t the Answer Host Access Fine-Tuned Configuration Security Long-Running Tasks Where Lambda Excels AWS Event-Driven Tasks Scheduled Events (Cron) Offloading Heavy Processing API Endpoints Infrequently Used Services Real-World Use Cases S3 Image Processing Shutting Down Untagged Instances Triggering CodeDeploy with New S3 Uploads Processing Inbound Email Enforcing Security Policies Detecting Expiring Certificates Utilizing the AWS API Execution Environment The Code Pipeline Cold vs. Hot Execution What is Saved in Memory Scaling and Container Reuse From Development to Deployment Application Design Development Patterns Testing Deployment Monitoring Versioning and Aliasing Costs Short Executions Long-Running Processes High-Memory Applications Free Tier Calculating Pricing CloudFormation Reusable Template with Minimum Permissions Cross Account Access CloudWatch Alerts AWS API Gateway API Gateway Event Creating the Lambda Function Creating a New API, Resource, and Method Initial Configuration Mapping Templates Adding a Query String Using HTTP Request Information Within Lambda Deploying the API Additional Use Cases Lambda Competitors Iron.io StackHut WebTask.io Existing Cloud Providers The Future of Lambda More Resources Conclusion
Women in Tech: Practical Advice and Inspiring Stories from Successful Women in Tech to Take Your Career to the Next Level
Tarah Wheeler - 2016
Craig Pritchett leads you through an unforgettable learning experience that builds on the extraordinary life and games of the first World Chess Champion Wilhelm Steinitz.
Dear Data
Giorgia Lupi - 2016
The result is described as “a thought-provoking visual feast”.
Pro ASP.NET MVC 4
Adam Freeman - 2012
It provides a high-productivity programming model that promotes cleaner code architecture, test-driven development, and powerful extensibility, combined with all the benefits of ASP.NET.ASP.NET MVC 4 contains a number of significant advances over previous versions. New mobile and desktop templates (employing adaptive rendering) are included together with support for jQuery Mobile for the first time. New display modes allow your application to select views based on the browser that's making the request while Code Generation Recipes for Visual Studio help you auto-generate project-specific code for a wide variety of situtations including NuGet support.In this fourth edition, the core model-view-controller (MVC) architectural concepts are not simply explained or discussed in isolation, but are demonstrated in action. You'll work through an extended tutorial to create a working e-commerce web application that combines ASP.NET MVC with the latest C# language features and unit-testing best practices. By gaining this invaluable, practical experience, you'll discover MVC's strengths and weaknesses for yourself--and put your best-learned theory into practice.The book's authors, Steve Sanderson and Adam Freeman, have both watched the growth of ASP.NET MVC since its first release. Steve is a well-known blogger on the MVC Framework and a member of the Microsoft Web Platform and Tools team. Adam started designing and building web applications 15 years ago and has been responsible for some of the world's largest and most ambitious projects. You can be sure you are in safe hands.
Future Crimes
Marc Goodman - 2015
Hackers can activate baby monitors to spy on families, thieves are analyzing social media posts to plot home invasions, and stalkers are exploiting the GPS on smart phones to track their victims’ every move. We all know today’s criminals can steal identities, drain online bank accounts, and wipe out computer servers, but that’s just the beginning. To date, no computer has been created that could not be hacked—a sobering fact given our radical dependence on these machines for everything from our nation’s power grid to air traffic control to financial services. Yet, as ubiquitous as technology seems today, just over the horizon is a tidal wave of scientific progress that will leave our heads spinning. If today’s Internet is the size of a golf ball, tomorrow’s will be the size of the sun. Welcome to the Internet of Things, a living, breathing, global information grid where every physical object will be online. But with greater connections come greater risks. Implantable medical devices such as pacemakers can be hacked to deliver a lethal jolt of electricity and a car’s brakes can be disabled at high speed from miles away. Meanwhile, 3-D printers can produce AK-47s, bioterrorists can download the recipe for Spanish flu, and cartels are using fleets of drones to ferry drugs across borders. With explosive insights based upon a career in law enforcement and counterterrorism, Marc Goodman takes readers on a vivid journey through the darkest recesses of the Internet. Reading like science fiction, but based in science fact, Future Crimes explores how bad actors are primed to hijack the technologies of tomorrow, including robotics, synthetic biology, nanotechnology, virtual reality, and artificial intelligence. These fields hold the power to create a world of unprecedented abundance and prosperity. But the technological bedrock upon which we are building our common future is deeply unstable and, like a house of cards, can come crashing down at any moment. Future Crimes provides a mind-blowing glimpse into the dark side of technological innovation and the unintended consequences of our connected world. Goodman offers a way out with clear steps we must take to survive the progress unfolding before us. Provocative, thrilling, and ultimately empowering, Future Crimes will serve as an urgent call to action that shows how we can take back control over our own devices and harness technology’s tremendous power for the betterment of humanity—before it’s too late.From the Hardcover edition.
Microsoft Azure Essentials - Fundamentals of Azure
Michael S. Collier - 2015
The first ebook in the series, Microsoft Azure Essentials: Fundamentals of Azure, introduces developers and IT professionals to the wide range of capabilities in Azure. The authors - both Microsoft MVPs in Azure - present both conceptual and how-to content for key areas, including: Azure Websites and Azure Cloud Services Azure Virtual Machines Azure Storage Azure Virtual Networks Databases Azure Active Directory Management tools Business scenarios Watch Microsoft Press’s blog and Twitter (@MicrosoftPress) to learn about other free ebooks in the “Microsoft Azure Essentials” series.
Mastering Aperture, Shutter Speed, ISO and Exposure
Al Judge - 2013
You have an opportunity to learn it quickly and easily in just a few hours.</i></h2><br><p>Adjusting APERTURE, DEPTH-OF-FIELD, SHUTTER SPEED, ISO and EXPOSURE will no longer be sources of stress, and your confidence will be greatly enhanced. With very little time and effort you can be well on your way to taking better pictures consistently. </p><br><ul><li>Do your eyes glaze over when people use terms like ISO, Aperture, Shutter Speed, and Exposure?</li><li>Does the term f-stop make your stomach turn?</li><li>Are you enthused about photography but confused by all the technical jargon?</li><li>Would you like to be more consistent with the quality of your images?</li><li>Do you wonder how professional photographers get such great shots?</li></ul><br><h2> Ultimately you will need to understand Exposure and its components Aperture, Shutter Speed, and ISO — also known as the Exposure Triangle — and how they work together if you want to have any control over your results.</h2><br><p><b><i>Mastering Aperture, Shutter Speed, ISO, and Exposure: How They Interact and Affect Each Other </i></b> will painlessly provide help and insight with all these topics and more in just a few hours of your time</p><br><p>Without a guide on your path to better pictures, you run the risk of spending a great deal of time and money heading down the wrong road. Frustration and confusion can easily take the wind from your sails and replace excitement with disappointment. </p><br><p>This guide to EXPOSURE builds a solid foundation of photographic knowledge with easy-to-follow discussions of everything that you need to know in order to create better images with confidence. Every photographic term used in the book is clearly defined and thoroughly explained. All terms are also highlighted by using <b>BOLD CAPS</b> so that you can easily find them again to refresh your memory. </p><br><h2>What reviewers have said about Mastering Aperture......!</h2><br><p><b>Despite this book's rather advanced topics, it is perfect for beginners wanting to learn more.</b> Jeff</p><br><p><b>A great guide for all levels of photography, well written and illustrated!!!</b> Albert</p><br><p><b>This is another great book of Al's. He does a wonderful job at explaining all the needed information to better understand photography. Very easy to understand and lots of pointers.</b> DJ</p><br><p><b>As I am about to commence a photography diploma this book has come in handy as a warm up for me.</b> Craig </p><br><h2> By the time you finish reading this book, you will be well on your way to Mastering Aperture, Shutter Speed, ISO and Exposure </h2><br><p>To learn about Al's other photography books, please go to his author page at: http://www.amazon.com/author/al.judge </p><br><h2>Why spend any more time “Shooting in the Dark?” Scroll up and grab a copy today for less than the cost of a cup of coffee.</h2>