Over 80 recipes to teach you the power of vRealize Configuration Manager 5.8 to provide automated and continuous configuration management About This Book First book in the market that provides a broad configuration and compliance management solution for your enterprise. Champion the skills of the latest features of VMware vRealize Configuration Manager and implement it in your organization. A recipe based approach book that will enlighten you to configure VCM to collect and manage data from your virtual and physical environment. Who This Book Is For If you are a system administrator who is eager to provide better administration with VCM and are familiar with managing network users and resources along with performing system maintenance, then this book is for you. What You Will Learn Find out how to configure automated patching of your infrastructure for Windows as well Unix machines Maintain and upgrade your vRealize Configuration Manager Integrate with other VMware tools such as vCloud Director, vRealise Operations, vCenter, and vCloud Network and Security Understand what vRealize Configuration Manager is and what its capacities are Explore how vRealize Configuration Manager can be used for patching, compliance management, and software distribution Troubleshoot vRealize Configuration Manager with ease In Detail VMware vRealize Configuration Manager (VCM) helps you to automate IT operations, manage performance, and gain visibility across physical and virtual infrastructure. It is continuously being used by enterprises to audit the configurations of the VMware infrastructure as well as the Windows, Linux, and UNIX operating systems. This book is filled with practical recipes through which you will learn about the latest features of vRealize Configuration Manager 5.8.X, starting with installation of various tiers of VCM followed by configuration management across physical and virtual servers. Throughout this book, you will explore how VCM can perform tasks such as patch management, compliance assessment, and software package distribution along with Machine filters for new platforms such as RHEL 7 and Windows 10. This book will ease your troubles while upgrading from the existing VCM to the latest version by providing you with step-by-step instructions about the process of migration along with upgrade and maintenance support. This book will help you understand how to integrate vRealize Configuration with other applications along with schedule management and also guide you on how to handle security issues. After reading this book, you will have a clear understanding of how VCM fits in the overall picture of the data center design from a patching and compliance perspective. Style and approach This book takes a recipe-based approach that will provide you with an effective and a practical configuration management solution for your enterprise.

Over 140 practical recipes to help you make sense of your data with ease and build production-ready data apps About This Book Analyze Big Data sets, create attractive visualizations, and manipulate and process various data types Packed with rich recipes to help you learn and explore amazing algorithms for statistics and machine learning Authored by Ivan Idris, expert in python programming and proud author of eight highly reviewed books Who This Book Is For This book teaches Python data analysis at an intermediate level with the goal of transforming you from journeyman to master. Basic Python and data analysis skills and affinity are assumed. What You Will Learn Set up reproducible data analysis Clean and transform data Apply advanced statistical analysis Create attractive data visualizations Web scrape and work with databases, Hadoop, and Spark Analyze images and time series data Mine text and analyze social networks Use machine learning and evaluate the results Take advantage of parallelism and concurrency In Detail Data analysis is a rapidly evolving field and Python is a multi-paradigm programming language suitable for object-oriented application development and functional design patterns. As Python offers a range of tools and libraries for all purposes, it has slowly evolved as the primary language for data science, including topics on: data analysis, visualization, and machine learning. Python Data Analysis Cookbook focuses on reproducibility and creating production-ready systems. You will start with recipes that set the foundation for data analysis with libraries such as matplotlib, NumPy, and pandas. You will learn to create visualizations by choosing color maps and palettes then dive into statistical data analysis using distribution algorithms and correlations. You’ll then help you find your way around different data and numerical problems, get to grips with Spark and HDFS, and then set up migration *s for web mining. In this book, you will dive deeper into recipes on spectral analysis, smoothing, and bootstrapping methods. Moving on, you will learn to rank stocks and check market efficiency, then work with metrics and clusters. You will achieve parallelism to improve system performance by using multiple threads and speeding up your code. By the end of the book, you will be capable of handling various data analysis techniques in Python and devising solutions for problem scenarios. Style and Approach The book is written in “cookbook” style striving for high realism in data analysis. Through the recipe-based format, you can read each recipe separately as required and immediately apply the knowledge gained.

A complete handbook on Microsoft Identity Manager 2016 – from design considerations to operational best practices About This Book Get to grips with the basics of identity management and get acquainted with the MIM components and functionalities Discover the newly-introduced product features and how they can help your organization A step-by-step guide to enhance your foundational skills in using Microsoft Identity Manager from those who have taught and supported large and small enterprise customers Who This Book Is For If you are an architect or a developer who wants to deploy, manage, and operate Microsoft Identity Manager 2016, then this book is for you. This book will also help the technical decision makers who want to improve their knowledge of Microsoft Identity Manager 2016. A basic understanding of Microsoft-based infrastructure using Active Directory is expected. Identity management beginners and experts alike will be able to apply the examples and scenarios to solve real-world customer problems. What You Will Learn Install MIM components Find out about the MIM synchronization, its configuration settings, and advantages Get to grips with the MIM service capabilities and develop custom activities Use the MIM Portal to provision and manage an account Mitigate access escalation and lateral movement risks using privileged access management Configure client certificate management and its detailed permission model Troubleshoot MIM components by enabling logging and reviewing logs Back up and restore the MIM 2015 configuration Discover more about periodic purging and the coding best practices In Detail Microsoft Identity Manager 2016 is Microsoft’s solution to identity management. When fully installed, the product utilizes SQL, SharePoint, IIS, web services, the .NET Framework, and SCSM to name a few, allowing it to be customized to meet nearly every business requirement. The book is divided into 15 chapters and begins with an overview of the product, what it does, and what it does not do. To better understand the concepts in MIM, we introduce a fictitious company and their problems and goals, then build an identity solutions to fit those goals. Over the course of this book, we cover topics such as MIM installation and configuration, user and group management options, self-service solutions, role-based access control, reducing security threats, and finally operational troubleshooting and best practices. By the end of this book, you will have gained the necessary skills to deploy, manage and operate Microsoft Identity Manager 2016 to meet your business requirements and solve real-world customer problems. Style and approach The concepts in the book are explained and illustrated with the help of screenshots as much as possible. We strive for readability and provide you with step-by-step instructions on the installation, configuration, and operation of the product. Throughout the book, you will be provided on-the-field knowledge that you won’t get from whitepapers and help files.

A practical tutorial to get you up and running with the revolutionary WordPress REST API About This Book Learn how to run the latest WordPress REST API with various platforms Create exciting apps and manage non-WordPress content with them Secure, export, and manage your data through illustrative examples Who This Book Is For This book is for WordPress developers and designers who want to get a complete practical understanding of the WordPress REST API and leverage it to create fully-featured web apps. What You Will Learn Use the WordPress REST API to read, write, and edit posts Create and work with metadata using the WordPress REST API Work with taxonomies using the REST API Add custom routes and build apps using the WordPress REST API Process requests and integrate with external applications and frameworks Make your WordPress projects ready for the RESTful API standard In Detail The WordPress REST API is a recent innovation that has the potential to unlock several new opportunities for WordPress developers. It can help you integrate with technologies outside of WordPress, as well as offer great flexibility when developing themes and plugins for WordPress. As such, the REST API can make developers’ lives easier. The book begins by covering the basics of the REST API and how it can be used along with WordPress. Learn how the REST API interacts with WordPress, allowing you to copy posts and modify post metadata. Move on to get an understanding of taxonomies and user roles are in WordPress and how to use them with the WordPress REST API. Next, find out how to edit and process forms with AJAX and how to create custom routes and functions. You will create a fully-functional single page web app using a WordPress site and the REST API. Lastly, you will see how to deal with the REST API in future versions and will use it to interact it with third-party services. By the end of the book, you will be able to work with the WordPress REST API to build web applications. Style and Approach A step by step tutorial to explain the new and exciting world of the WordPress REST API with the real world examples.

Get up and running with reactive programming paradigms to build fast, concurrent, and powerful applications About This Book . Get to grips with the core design principles of reactive programming . Learn about Reactive Extensions for .NET through real-world examples . Improve your problem-solving ability by applying functional programming Who This Book Is For If you are a .NET developer who wants to implement all the reactive programming paradigm techniques to create better and more efficient code, then this is the book for you. No prior knowledge of reactive programming is expected. What You Will Learn . Create, manipulate, and aggregate sequences in a functional-way . Query observable data streams using standard LINQ query operators . Program reactive observers and observable collections with C# . Write concurrent programs with ease, scheduling actions on various workers . Debug, analyze, and instrument Rx functions . Integrate Rx with CLR events and custom scheduling . Learn Functional Reactive Programming with F# In Detail Reactive programming is an innovative programming paradigm focused on time-based problem solving. It makes your programs better-performing, easier to scale, and more reliable. Want to create fast-running applications to handle complex logics and huge datasets for financial and big-data challengesThen you have picked up the right book! Starting with the principles of reactive programming and unveiling the power of the pull-programming world, this book is your one-stop solution to get a deep practical understanding of reactive programming techniques. You will gradually learn all about reactive extensions, programming, testing, and debugging observable sequence, and integrating events from CLR data-at-rest or events. Finally, you will dive into advanced techniques such as manipulating time in data-flow, customizing operators and providers, and exploring functional reactive programming. By the end of the book, you'll know how to apply reactive programming to solve complex problems and build efficient programs with reactive user interfaces. Style and approach This is a concise reference manual for reactive programming with Rx for C# and F# using real-world, practical examples.

Use Qt5 to design and build a graphical user interface that is functional, appealing, and user-friendly for your software application About This Book Learn to make use of Qt5 to design and customize the look-and-feel of your application Improve the visual quality of your application by utilizing the graphic rendering system and animation system provided by Qt5 A good balance of visual presentation and its contents will make an application appealing yet functional Who This Book Is For This book intended for those who want to develop software using Qt5. If you want to improve the visual quality and content presentation of your software application, this book is best suited to you. What You Will Learn Customize the look and feel of your application using the widget editor provided by Qt5 Change the states of the GUI elements to make them appear in a different form Animating the GUI elements using the built-in animation system provided by Qt5 Draw shapes and 2D images in your application using Qt5’s powerful rendering system Draw 3D graphics in your application by implementing OpenGL, an industry-standard graphical library to your project Build a mobile app that supports touch events and export it to your device Parse and extract data from an XML file, then present it on your software’s GUI Display web content on your program and interact with it by calling JavaScript functions from C++, or calling C++ functions from the web content Access to MySQL and SQLite databases to retrieve data and display it on your software’s GUI In Detail With the advancement of computer technology, the software market is exploding with tons of software choices for the user, making their expectations higher in terms of functionality and the look and feel of the application. Therefore, improving the visual quality of your application is vital in order to overcome the market competition and stand out from the crowd. This book will teach you how to develop functional and appealing software using Qt5 through multiple projects that are interesting and fun. This book covers a variety of topics such as look-and-feel customization, GUI animation, graphics rendering, implementing Google Maps, and more. You will learn tons of useful information, and enjoy the process of working on the creative projects provided in this book. Style and approach This book focuses on customizing the look and feel and utilizing the graphical features provided by Qt5. It takes a step-by-step approach, providing tons of screenshots and sample code for you to follow and learn. Each topic is explained sequentially and placed in context.

Enter the world of Internet of Things with the power of data science with this highly practical, engaging book About This Book Explore real-world use cases from the Internet of Things (IoT) domain using decision science with this easy-to-follow, practical book Learn to make smarter decisions on top of your IoT solutions so that your IoT is smart in a real sense This highly practical, example-rich guide fills the gap between your knowledge of data science and IoT Who This Book Is For If you have a basic programming experience with R and want to solve business use cases in IoT using decision science then this book is for you. Even if your're a non-technical manager anchoring IoT projects, you can skip the code and still benefit from the book. What You Will Learn Explore decision science with respect to IoT Get to know the end to end analytics stack – De*ive + Inquisitive + Predictive + Pre*ive Solve problems in IoT connected assets and connected operations Design and solve real-life IoT business use cases using cutting edge machine learning techniques Synthesize and assimilate results to form the perfect story for a business Master the art of problem solving when IoT meets decision science using a variety of statistical and machine learning techniques along with hands on tasks in R In Detail With an increasing number of devices getting connected to the Internet, massive amounts of data are being generated that can be used for analysis. This book helps you to understand Internet of Things in depth and decision science, and solve business use cases. With IoT, the frequency and impact of the problem is huge. Addressing a problem with such a huge impact requires a very structured approach. The entire journey of addressing the problem by defining it, designing the solution, and executing it using decision science is articulated in this book through engaging and easy-to-understand business use cases. You will get a detailed understanding of IoT, decision science, and the art of solving a business problem in IoT through decision science. By the end of this book, you’ll have an understanding of the complex aspects of decision making in IoT and will be able to take that knowledge with you onto whatever project calls for it Style and approach This scenario-based tutorial approaches the topic systematically, allowing you to build upon what you learned in previous chapters.

The inside story of the power struggle that rocked Wall Street's most prestigious financial institution What began with a shot over the bow ended in a shocking coup d'etat. In less than four months a group of eight retired executives orchestrated a stunning revolt within Morgan Stanley, the venerable and until recently most successful financial services firm on Wall Street. Now acclaimed journalist and historian Patricia Beard brings together the entire behind-the-scenes story in Blue Blood and Mutiny, a real-life business thriller exposing the tale that shook high finance. In March 2005 the business world woke up to an unprecedented full-page ad in the Wall Street Journal calling for the removal of Morgan Stanley's CEO. It was paid for by a cohort of eight former Morgan Stanley executives, including an ex-chairman and an ex-president, who soon would be dubbed the "Eight Grumpy Old Men." Their target was CEO Philip Purcell, a midwesterner who had come to power following Morgan Stanley's 1997 merger with Dean Witter Discover, where Purcell had been chief executive. In his eight years as CEO, Purcell had presided over a 50 percent decline in stock price since its peak in 2000 and a series of high-profile government and civil lawsuits that had tarnished the company's once-sterling reputation. Just a few months after the Journal ad, Purcell would retire under pressure, and former president John Mack, who had been pushed out by Purcell, was appointed CEO. The "Eight Grumpy Old Men" won the battle.The revolt of the Eight is about more than the stock price, or any bottom-line metrics: it signals a clash of cultures and a battle for the soul of American business. Since its founding, Morgan Stanley has been an elite enterprise guided by J. P. Morgan Jr.'s motto "A First Class Business in a First Class Way." The House of Morgan stood for something larger than success with honor; its ethos was unique some would say sacred and the eight retired executives believed this ideal had been undermined during Purcell's reign.Opening the long-closed doors of a bastion of Wall Street that has maintained the strictest privacy until now, Blue Blood and Mutiny weaves the history of Morgan Stanley with the inside story of the fight for dominance between two competing business cultures one, the collegial meritocracy handed down from the days of J. P. Morgan, and the other, a cold, contemporary corporate model. Here is the season's must-read book for anyone who wants to understand the future of American business.

When an aging family member needs some extra help and care, whether a parent, spouse, sibling, or friend, this is the book to get. It delivers bottom-line, no-nonsense, practical information for every stage of need, from the earliest signs of illness, through the nursing home, and beyond.Written by two distinguished psychologists with specialties in eldercare counseling and research, this frank, friendly, time-tested guide is meticulously organized to provide answers, dispel myths, anticipate needs, and help you learn strategies for dealing with every aspect of in-home and facility care, including caring for the caregiver in the process. Also includes checklists, phone and Internet lists, budget worksheets, questionnaires, and a detailed index.

There's no doubt about it, today's workplace is an uncertain and treacherous territory. Newspaper headlines are proclaiming near record-high levels of unemployment, and, in these tough times, companies are making swift judgments about human capital. The bottom line: No job is safe. But there are tried and true ways to fight off sudden unemployment successfully, and the number one weapon in your arsenal is workplace expert and television and radio personality Stephen Viscusi's career manifesto, Bulletproof Your Job. Based on four simple strategies for dodging the layoff bullet and a long list of ways to implement these strategies, Bulletproof Your Job may save you from your worst enemy at work which just so happens to be you.Quite simply, observe these imperative rules:Be visible. Be easy. Be useful. Be ready. With plenty of distinct action items, dozens of anecdotal illustrations and examples, and lists and tips for adapting bulletproof strategies to your own situation, Bulletproof Your Job will show you how to leverage the black-and-white stuff your title, salary, and tenure with the gray stuff your relationship with coworkers, visibility in the workplace, and ability to make your boss look good to ward off the pink stuff the dreaded layoff notice. While you're at it, you'll be creating a long-term strategy for job security and career advancement that ensures you'll never feel this vulnerable again.

They number in the millions and they are incredibly important to families and to our society, yet they are underappreciated, little respected, and even controversial.Who are theyThey are the stay-at-home moms.These are women who know in their hearts that staying home to raise their children is the right choice for the whole family. Some do it from the outset of their marriages, while others make the difficult transition from career-driven women to homemakers. Either way, it is a choice that is incredibly rich and rewarding, not to mention challenging.Now Dr. Laura, building on principles developed during her long career as a licensed marriage and family therapist, provides a wealth of advice and support, as well as compassion and inspiration, to women as they navigate the wonders and struggles of being stay-at-home moms. Learn how: to hold your head high and deal with naysayers; to see the benefits of being home not only for your children but also for your marriage; to understand the changes you see in yourself; to realize that the sacrifices you endure now will make for lasting bonds and a stronger family, in addition to a more cohesive community. In Praise of Stay-at-Home Moms is a special book, a profound and unique understanding of how important it is for mothers to raise their own children.

A witty cultural and culinary education, Immoveable Feast is the charming, funny, and improbable tale of how a man who was raised on white bread and didn't speak a word of French unexpectedly ended up with the sacred duty of preparing the annual Christmas dinner for a venerable Parisian family.Ernest Hemingway called Paris "a moveable feast" a city ready to embrace you at any time in life. For Los Angeles based film critic John Baxter, that moment came when he fell in love with a French woman and impulsively moved to Paris to marry her. As a test of his love, his skeptical in-laws charged him with cooking the next Christmas banquet for eighteen people in their ancestral country home. Baxter's memoir of his yearlong quest takes readers along his misadventures and delicious triumphs as he visits the farthest corners of France in search of the country's best recipes and ingredients. Irresistible and fascinating, Immoveable Feast is a warmhearted tale of good food, romance, family, and the Christmas spirit, Parisian style.

Using the vivid, poignant and personal stories of the members of a website support group she founded (www.depressionfallout.com), Anne Sheffield, the author of two highly acclaimed books on depression, provides an honest record of what happens to a love relationship once depression enters the picture, and offers solid advice on what the nondepressed partner can do to improve his or her own life and the relationship. Of the millions of people who suffer from a depressive illness, few suffer in solitude. They draw the people they love spouses, parents, children, lovers, friends into their illness. In her first book, How You Can Survive When They're Depressed, Anne Sheffield coined the phrase 'depression fallout' to describe the emotional toll on the depressive's family and close friends who are unaware of their own stressful reactions and needs. She outlined the five stages of depression fallout (confusion, self doubt, demoralisation, anger, and the need to escape) and explained that these reactions are a natural result of living with a depressed person.

Despite President George W. Bush's assurances that Islam is a peaceful religion and that all good Muslims hunger for democracy, confusion persists and far too many Westerners remain convinced that Muslims and terrorists are synonymous. In the aftermath of the attacks of 9/11, the subsequent wars in Afghanistan and Iraq, and the recent bombings in London, an unprecedented amount of attention has been directed toward Islam and the Muslim world. Yet, even with this increased scrutiny, most of the public discourse regarding Islam revolves around the actions of extremist factions such as the Wahhabis and al-Qa'ida. But what of the Islam we don't hear about?As the second-largest and fastest-growing religion in the world, Islam is deemed by more than a billion Muslims to be a source of serenity and spiritual peace, and a touchstone for moral and ethical guidance. While extremists have an impact upon the religion that is wildly disproportionate to their numbers, moderates constitute the majority of Muslims worldwide. It is this rift between the quiet voice of the moderates and the deafening statements of the extremists that threatens the future of the faith.In The Great Theft, Khaled Abou El Fadl, one of the world's preeminent Islamic scholars, argues that Islam is currently passing through a transformative period no less dramatic than the movements that swept through Europe during the Reformation. At this critical juncture there are two completely opposed worldviews within Islam competing to define this great world religion. The stakes have never been higher, and the future of the Muslim world hangs in the balance.Drawing on the rich tradition of Islamic history and law, The Great Theft is an impassioned defense of Islam against the encroaching power of the extremists. As an accomplished Islamic jurist, Abou El Fadl roots his arguments in long-standing historical legal debates and delineates point by point the beliefs and practices of moderate Muslims, distinguishing these tenets from the corrupting influences of the extremists. From the role of women in Islam to the nature of jihad, from democracy and human rights to terrorism and warfare, Abou El Fadl builds a vital vision for a moderate Islam. At long last, the great majority of Muslims who oppose extremism have a desperately needed voice to help reclaim Islam's great moral tradition.

Discover a Life Filled with Passion, Meaning, and Purpose New York Times bestselling author Debbie Ford leads us into the heart of the duality that unknowingly operates within each one of us. Providing the tools to end self-sabotage, Ford ultimately knocks down the fade of the false self and shows us how to heal the split between light and dark and live the authentic life within our reach.

How Does She Do ItWe all know-and envy-women who appear to live "charmed" lives. They seem to unhurriedly and effortlessly manage the whirlwind of their busy lives with grace and poise. Good things happen to them, and their lives are filled with serendipity, joy, and prosperity. But it's not a matter of luck, according to Victoria Moran; a charmed life isn't something that happens to you-it's something you create! In Creating a Charmed Life, Victoria Moran unveils practical, spiritual secrets for expanding your capacity to love, know, and experience a fuller, richer life. Her insight, humor, and unassailable wisdom shine through each page to illuminate the magic in all our lives.Relish the calmCreate miraclesNurture your dreamsSavor simplicityInvite adventureNourish your spirit

Dr. Wayne W. Dyer, psychotherapist, lecturer, and world'famous author of the phenomenal bestseller, Your Erroneous Zones, now takes us to new plateaus of selfawareness in his most powerful book yet. You'll See It When You Believe It will show you how, by tapping the truly amazing power that lies within you, you can direct the course of your own destiny. Using examples from his own highly successful experiences, Wayne Dyer will convince you that, with his proven techniques, you can make your most impossible dreams come true. Believe that you have the power to: Make your life anything you wish it to be; Set real goals and achieve them; Turn obstacles into opportunities; Rid yourself of guilt and inner turmoil; Develop a strong inner confidence; Dramatically improve relationships; Choose a life of abundance; Spend every day doing the things you love to do.

From the inspirational leader and author of the international bestsellers Your Sacred Self and the classic Your Erroneous Zones comes this mind-awakening guidebook for making your desires reality. Based on ancient principles and spiritual practices, Manifest Your Destiny introduces the Nine Spiritual Principles that will help you overcome the barriers--both within and around you--that prevent you from getting what you want, including: Developing spiritual awareness Trusting yourself Reconnecting to your environment Attracting your desires Accepting your own worthiness Practicing unconditional love Meditating to unlock the power within you Letting go of demands Filled with warmth and insight, this invaluable book will help you achieve your goals--and take you to a level higher than you've ever dreamed.

In Eye of My Heart, twenty-seven smart, gutsy writers explode myths and stereotypes and tell the whole crazy, complicated truth about being a grandmother in today's world. Among the contributors: Anne Roiphe learns the hard way to keep her mouth shut and her opinions to herself.Elizabeth Berg marvels at witnessing her child give birth to her child.Beverly Donofrio makes amends for her shortcomings as a teenage mother.Judith Viorst exposes the high-stakes competition for Most Fabulous Grandchild.Jill Nelson grapples with mother-daughter tensions triggered by the birth of her grandson.Judith Guest confesses her failed attempt to emulate her own saintly grandmother.Bharati Mukherjee transcends her strict Hindu upbringing to embrace her adopted Chinese grand-daughters.Lynn Lauber finds joy in grandmotherhood that she missed out on as a mother.Sallie Tisdale pays a high price financially and emotionally for her fast-growing brood of grandkids.Ellen Gilchrist reveals how grandparenthood has eased her fear of death.Molly Giles is spurned by her toddler granddaughter during a trip to Paris.Susan Shreve finally accepts that she's the grandmother, not the mother.Roxana Robinson realizes, with relief, that she doesn't have to worry so much anymore.Abigail Thomas plots her escape when she can't bear to bake one more cake.Letty Cottin Pogrebin longs to leave a lasting impression on her grandchildren.Mary Pipher explores the primal role of grandmothers in a fast-changing world.In this groundbreaking collection, you will encounter the real stories that usually go untold. Free of platitudes and clichs, the essays in Eye of My Heart are linked by a common thread: a love for grandchildren that knows no bounds, despite inescapable obstacles and limitations.

Unleash the power of Python and its robust data science capabilities About This Book Unleash the power of Python 3 objects Learn to use powerful Python libraries for effective data processing and analysis Harness the power of Python to analyze data and create insightful predictive models Unlock deeper insights into machine learning with this vital guide to cutting-edge predictive analytics Who This Book Is For Entry-level analysts who want to enter in the data science world will find this course very useful to get themselves acquainted with Python’s data science capabilities for doing real-world data analysis. What You Will Learn Install and setup Python Implement objects in Python by creating classes and defining methods Get acquainted with NumPy to use it with arrays and array-oriented computing in data analysis Create effective visualizations for presenting your data using Matplotlib Process and analyze data using the time series capabilities of pandas Interact with different kind of database systems, such as file, disk format, Mongo, and Redis Apply data mining concepts to real-world problems Compute on big data, including real-time data from the Internet Explore how to use different machine learning models to ask different questions of your data In Detail The Python: Real-World Data Science course will take you on a journey to become an efficient data science practitioner by thoroughly understanding the key concepts of Python. This learning path is divided into four modules and each module are a mini course in their own right, and as you complete each one, you’ll have gained key skills and be ready for the material in the next module. The course begins with getting your Python fundamentals nailed down. After getting familiar with Python core concepts, it’s time that you dive into the field of data science. In the second module, you'll learn how to perform data analysis using Python in a practical and example-driven way. The third module will teach you how to design and develop data mining applications using a variety of datasets, starting with basic classification and affinity analysis to more complex data types including text, images, and graphs. Machine learning and predictive analytics have become the most important approaches to uncover data gold mines. In the final module, we'll discuss the necessary details regarding machine learning concepts, offering intuitive yet informative explanations on how machine learning algorithms work, how to use them, and most importantly, how to avoid the common pitfalls. Style and approach This course includes all the resources that will help you jump into the data science field with Python and learn how to make sense of data. The aim is to create a smooth learning path that will teach you how to get started with powerful Python libraries and perform various data science techniques in depth.

Master the art of getting the maximum out of your machine data using Splunk About This Book A practical and comprehensive guide to the advanced functions of Splunk,, including the new features of Splunk 6.3 Develop and manage your own Splunk apps for greater insight from your machine data Full coverage of high-level Splunk techniques including advanced searches, manipulations, and visualization Who This Book Is For This book is for Splunk developers looking to learn advanced strategies to deal with big data from an enterprise architectural perspective. It is expected that readers have a basic understanding and knowledge of using Splunk Enterprise. What You Will Learn Find out how to develop and manage apps in Splunk Work with important search commands to perform data analytics on uploaded data Create visualizations in Splunk Explore tweaking Splunk Integrate Splunk with any pre-existing application to perform data crunching efficiently and in real time Make your big data speak with analytics and visualizations using Splunk Use SDK and Enterprise integration with tools such as R and Tableau In Detail Master the power of Splunk and learn the advanced strategies to get the most out of your machine data with this practical advanced guide. Make sense of the hidden data of your organization – the insight of your servers, devices, logs, traffic and clouds. Advanced Splunk shows you how. Dive deep into Splunk to find the most efficient solution to your data problems. Create the robust Splunk solutions you need to make informed decisions in big data machine analytics. From visualizations to enterprise integration, this well-organized high level guide has everything you need for Splunk mastery. Start with a complete overview of all the new features and advantages of the latest version of Splunk and the Splunk Environment. Go hands on with uploading data, search commands for basic and advanced analytics, advanced visualization techniques, and dashboard customizing. Discover how to tweak Splunk to your needs, and get a complete on Enterprise Integration of Splunk with various analytics and visualization tools. Finally, discover how to set up and use all the new features of the latest version of Splunk. Style and approach This book follows a step by step approach. Every new concept is built on top of its previous chapter, and it is full of examples and practical scenarios to help the reader experiment as they read.