The landmark The Healing Touch: The Proven Massage Program, now updated and revised.Distinguished veterinarian and animal psychologist Dr. Michael W. Fox shares his pioneering 6-step massage technique through detailed illustrations, photos, and easy-to-read instructions, and provides information on how to understand your cat's anatomy, develop a massage routine, use massage to diagnose illness, and integrate it as part of overall care for your cat.This proven massage program for cats helps affirm the human-animal bond by providing instruction on why cats need massage, how to understand your cat's body language, how to give a diagnostic or therapeutic massage, and how to keep your cat healthy. 60 black & white drawings, photos, resources, index.

An intensely personal devotional book from Thomas Merton, the ultimate spiritual writer of our time, showing his contemplative and religious side through his prayers and rarely-seen drawings. The only Merton gift book available.Dialogues with Silence contains a selection of prayers from throughout Merton's life--from his journals, letters, poetry, books--accompanied by all 100 of Merton's rarely seen, delightful Zen-like pen-and-ink drawings, and will attract new readers as well as Merton devotees. There is no other Merton devotional like this, and the paperback edition will be elegantly designed and packaged.

A riveting, minute-by-minute account of the momentous event that changed our world forever On a quiet Monday morning in August 1945, a five-ton bomb dubbed Little Boy by its creators was dropped from an American plane onto the Japanese city of Hiroshima. On that day, a firestorm of previously unimagined power was unleashed on a vibrant metropolis of 300,000 people, leaving one third of its population dead, its buildings and landmarks incinerated. It was the terrifying dawn of the Atomic Age, spawning decades of paranoia, mistrust, and a widespread and very real fear of the potential annihilation of the human race.Author Stephen Walker brilliantly re-creates the three terrible weeks leading up to the wartime detonation of the atomic bomb from the first successful test in the New Mexico desert to the cataclysm and its aftermath presenting the story through the eyes of pilots, scientists, civilian victims, and world leaders who stood at the center of earth-shattering drama. It is a startling, moving, frightening, and remarkable portrait of an extraordinary event a shockwave whose repercussions can be felt to this very day.

For more than twenty years, Dr. Holland has pioneered the study of psychological problems of cancer patients and their families -- whom she calls "the real experts." In The Human Side of Cancer, she shares what she has learned from all of them about facing this life-threatening illness and what truly helps along the cancer journey. This book is the next best thing to sitting in Dr. Holland's office and talking with her about the uncertainty and anxiety elicited by this disease. And it is a book that inspires hope -- through stories of the simple courage of ordinary people confronting cancer.

Learn how to soothe sunburns, dry-clean your dog, and perform other household miracles with baking soda Want to relieve your stuffy noseMake your musty old books smell betterKill roaches without pesticideYou can do it all with baking soda, and this updated edition of Baking Soda Bonanza shows you how! Cheap, ecologically sound, and more effective than most household cleaners, baking soda can be used to fix all sorts of household problems, from baking the perfect muffins to soothing bee stings to clearing out clogged drains. With a history of baking soda and many popular recipes for baking included, this is a book every household should have.

Living by Fiction is written for--and dedicated to--people who love literature. Dealing with writers such as Nabokov, Barth, Coover, Pynchon, Borges, García Márquez, Beckett, and Calvino, Annie Dillard shows why fiction matters and how it can reveal more of the modern world and modern thinking than all the academic sciences combined. Like Joyce Cary's Art and Reality, this is a book by a writer on the issues raised by the art of literature. Readers of Pilgrim at Tinker Creek and Holy the Firm will recognize Dillard's vivid writing, her humor, and the lively way in which she tackles the urgent questions of meaning in experience itself.

Both a great American adventure and a rare entry into asheltered world, Under the Big Top describes one man's pursuit of every child's fantasy: running away to join the circus. Bruce Feiler's unforgettable year as a clown will forever change your view of one of the world's oldest art forms and remind you of how dreams can go horribly wrong -- and then miraculously come true.

In Feeling Strong, noted psychoanalyst Ethel S. Person redefines the notion of power. Power is often narrowly understood as the force exerted by the politicians and business leaders who seem to be in charge and by the rich and famous who monopolize our headlines. The whiff of evil we often catch when the subject of power is in the air comes from this one conception of power-- the drive for dominance over other people, or, in its most extreme form, an overriding and often ruthless lust for total command. But this is far too limited a definition of power.Pointing to a more fulfilling sense of self-empowerment than is being touted in pop-psychology manuals of our time, Feeling Strong shows us that power is really our ability to produce an effect, to make something we want to happen actually take place. Power is a desire and a drive, and it central in our lives, dictating much of our behavior and consuming much of our interior lives.We all have a need to possess power, use it, understand it and negotiate it. This holds true not just in mediating our sex and love lives, our family lives and friendships, our work relationships but in seeking to realize our dreams, whether in pursuit of our ambitions, expression of our creative impulses, or in our need to identify with something larger than ourselves. These separate kinds of power are best described as interpersonal power and personal power, respectively, and they call on different parts of our psyche. Ideally, we acquire competence in both domains.Drawing from her expertise honed in clinical practice, as well as from examples in literature and true-life vignettes, Person shows how we can achieve authentic power, a fundamental and potentially benevolent part of human nature that allows us to experience ourselves as authentically strong. To find something that matters; to live life at a higher pitch; to feel inner certainty; to find a personality of your own and effectively plot our own life story -- these are the forms of power explored in the book. To achieve and maintain such empowerment always entails struggle and is a life-long journey. Feeling Strong will lead the way.

Annie Dillard has written eleven books, including the memoir of her parents, An American Childhood; the Northwest pioneer epic The Living; and the nonfiction narrative Pilgrim at Tinker Creek. A gregarious recluse, she is a member of the American Academy of Arts and Letters.

Happy Couples Know How to Talk About MoneyThe number one cause for divorce is financial infidelity. Now "The Money Couple" reveals the missing ingredient needed before any financial program or plan can work: healthy financial communication. This book tells you how to: Diagnose your level of financial infidelity Identify your individual Money Personality Master the Money Huddle and the Money Dump Achieve financial goals once and for all

World-renowned novelist Mark Helprin offers a ringing Jeffersonian defense of private property in the age of digital culture, with its degradation of thought and language, and collectivist bias against the rights of individual creators. Mark Helprin anticipated that his 2007 New York Times op-ed piece about the extension of the term of copyright would be received quietly, if not altogether overlooked. Within a week, the article had accumulated 750,000 angry comments. He was shocked by the breathtaking sense of entitlement demonstrated by the commenters, and appalled by the breadth, speed, and illogic of their responses. Helprin realized how drastically different this generation is from those before it. The Creative Commons movement and the copyright abolitionists, like the rest of their generation, were educated with a modern bias toward collaboration, which has led them to denigrate individual efforts and in turn fueled their sense of entitlement to the fruits of other people's labors. More important, their selfish desire to stick it to the greedy corporate interests who control the production and distribution of intellectual property undermines not just the possibility of an independent literary culture but threatens the future of civilization itself.

The darkly graceful poems in Mark Doty's seventh collection explore the ways in which we are educated by the implacable powers of time and desire. The world constantly renews itself, and the new brings both possibility and erasure. Given the limits of our own bodies, how are we to live within the inevitability of despair?This is the plainest of Doty's books, its language stripped and humbled. But whatever depths are sounded in these poems, their humane and open music sustains. Art itself instructs us. Lucian Freud's startling renditions of human skin, Virginia Woolf's ecstatic depiction of consciousness, Caravaggio's only-too-real people elevated to difficult glory -- all turn the light of human intelligence upon "the night of time."Formally inventive, warm, at once witty and disconsolate, School of the Arts represents a poet reinventing his own voice at midlife, finding a way through a troubled passage. Acutely attentive, insistently alive, this is a book of "fierce vulnerability."

How to be cool when you're afraid you've forgotten how . . . Sure, you can try to stay younger by exercising, coloring your hair, and wearing stylish clothes but how do you respond when someone asks, "Do you Twitter?" How Not to Act Old gives you simple ways to come back from over the hill and to act as young as you look.Covering everything from old-people entertainment (cancel that dinner party!) to old-people communication (it's called a "voice mail," not a "message," and no one leaves or listens to them anyway), Pamela Redmond Satran decodes the behaviors, viewpoints, and cultural touchstones that separate you from the hip young person you wish you still were. This irreverent guide is essential for anyone who doesn't want to embarrass their kids or themselves.

Over 35 recipes to design and implement uniquely styled maps using the Mapbox platform About This Book Design and develop beautifully styled maps using TileMill, MapBox Studio, and CartoCSS Get to grips with the mapbox.js and Leaflet to create visually stunning web and mobile applications An easy-to-follow, quick reference guide to integrate powerful APIs and services like Foursquare, Fusion Tables, Geoserver, and CartoDB to populate your maps Who This Book Is For If you are a web developer seeking for GIS expertise on how to create, style, and publish interactive and unique styled maps, then this book is for you. Basic knowledge of programming and java*s is assumed. What You Will Learn Get accustomed to the MapBox Editor to visually style your maps Learn everything about CartoCSS, and how it will help you fine tune your styled maps Use MapBox Studio and Tilemill to generate your own tiles and vector maps Publish your maps using a variety of technologies like node.js, PHP, and Geoserver Integrate with third party APIs and services to populate your maps with public or private data Create many different map visualization styles like choropleth and heat maps, add interactivity, and even learn how to animate data over time Work with many different data formats and external services to create robust maps Learn to use MapBox GL to create a mobile application In Detail Maps are an essential element in today’s location aware applications. Right from displaying earth surface information to creating thematic maps displaying plethora of information, most of the developers lack the necessary knowledge to create customizable maps with combination of various tools and libraries. The MapBox platform is one such platform which offers all the tools and API required to create and publish a totally customizable map. Starting with building your first map with the online MapBox Editor, we will take you all the way to building advanced web and mobile applications with totally customizable map styles. Through the course of chapters we’ll learn CartoCSS styling language and understand the various components of MapBox platform and their corresponding JavaScript API. In the initial few chapters we will dive deeper into the TileMill and MapBox Studio components of MapBox and use them to generate custom styled map tiles and vector maps. Furthermore, we will publish these custom maps using PHP, node.js and third party tools like Geoserver. We’ll also learn to create different visualizations and map styles like a choropleth map, a heat map and add user interactivity using a UFTGrid. Moving on, we dive into advanced concepts and focus on integration with third party services like Foursquare, Google FusionTables, CartoDB, and Torque to help you populate and even animate your maps. In the final chapter we’ll learn to use the Mapbox SDK to create and publish interactive maps for the iOS platform. By the end of this book, you will learn about MapBox GL and how to create a fully functional, location-aware mobile app, using the maps styles created in the recipes. Style and approach An easy-to-use recipe driven book that will not just serve code samples, but also explains all the theory and concepts required to fully understand each recipe.

Develop the skills required to create compelling, maintainable, and robust iOS and OS X apps with Swift About This Book Write expressive, understandable, and maintainable Swift 2 code with this hands-on tutorial Unveil the complex underpinnings of Swift to turn your app ideas into reality This book is packed with real-life examples to help you implement concepts as you learn Who This Book Is For If you are looking to build iOS or OS X apps using the most modern technology, this book is ideal for you. You will find this book especially useful if you are new to programming or if you are yet to develop for iOS or OS X. No prior programming exposure is required. What You Will Learn Form a solid understanding of the Swift 2 language Get to know the practical aspects of how a computer program actually works Understand the paradigms used by Apple’s frameworks so you are not intimidated by them Utilize the vast resources written in Objective-C to better inform your Swift programming Develop a basic portfolio of Swift code by learning the critical concepts Experience both object-oriented and functional programming Get to know the new coding techniques made available by Swift 2 Discover resources to ensure you never stop becoming a better developer In Detail Swift is Apple’s new programming language and the future of iOS and OS X app development. It is a high-performance language that feels like a modern *ing language. On the surface, Swift is easy to jump into, but it has complex underpinnings that are critical to becoming proficient at turning an idea into reality. This book is an approachable, step-by-step introduction into programming with Swift for everyone. It begins by giving you an overview of the key features through practical examples and progresses to more advanced topics that help differentiate the proficient developers from the mediocre ones. It covers important concepts such as Variables, Optionals, Closures, Generics, and Memory Management. Mixed in with those concepts, it also helps you learn the art of programming such as maintainability, useful design patterns, and resources to further your knowledge. This all culminates in writing a basic iOS app that will get you well on your way to turning your own app ideas into reality. Style and approach This is an approachable, step-by-step guide to programming in Swift 2. Each topic is separated into compressible sections that are full of practical examples and easy-to-understand explanations. Each section builds on the previous topics so you can develop a proficient and comprehensive understanding of app development in Swift 2.

Master Drupal 8’s new Twig templating engine to create fun and fast websites with simple steps to help you move from concept to completion About This Book Create beautiful responsive Drupal 8 websites using Twig Quickly master theme administration, custom block layouts, views, and the Twig template structure A step-by-step guide to the most common approaches in web design Who This Book Is For This book is intended for front-end developers, designers, and anyone who is generally interested in learning all the new features of Drupal 8 theming. Discover what has changed from Drupal 7 to Drupal 8 and immerse yourself in the new Twig PHP templating engine. Familiarity with HTML5, CSS3, JavaScript, and the Drupal Admin interface would be helpful. Prior experience with setting up and configuring a standalone development environment is required as we will be working with PHP and MySQL. What You Will Learn Navigate the Drupal 8 Admin interface Build custom block layouts with reusable and fieldable blocks Create subthemes based on the Bartik and Classy base themes Construct a responsive theme with Twitter Bootstrap Work with the new Twig PHP templating engine Configure Drupal for Twig debugging Enable preprocessing of Twig variables Develop a theme from scratch following a step-by-step project outline In Detail Drupal 8 is an open source content management system and powerful framework that helps deliver great websites to individuals and organizations, including non-profits, commercial, and government around the globe. This new release has been built on top of object-oriented PHP and includes more than a handful of improvements such as a better user experience, cleaner HTML5 markup, a new templating engine called Twig, multilingual capabilities, new configuration management, and effortless content authoring. Drupal 8 will quickly become the new standard for deploying content to both the web and mobile applications. However, with so many new changes, it can quickly become overwhelming knowing where to start and how to quickly. Starting from the bottom up, we will install, set up, and configure Drupal 8. We’ll navigate the Admin interface so you can learn how to work with core themes and create new custom block layouts. Walk through a real-world project to create a Twig theme from concept to completion while adopting best practices to implement CSS frameworks and JavaScript libraries. We will see just how quick and easy it is to create beautiful, responsive Drupal 8 websites while avoiding the common mistakes that many front-end developers make. Style and approach Drupal 8 Theming with Twig is intended for front-end developers, designers, and anyone who is generally interested in learning all the new features of Drupal 8 theming. Discover what has changed from Drupal 7 to Drupal 8 and immerse yourself in the new Twig PHP templating engine. Familiarity with HTML5, CSS3, JavaScript, and the Drupal Admin interface would be helpful. Prior experience with setting up and configuring a standalone development environment is required as we will be working with PHP and MySQL.

Your one-stop guide for building, configuring, maintaining, and deploying one of the world's fastest growing OSes About This Book Understand the features of CoreOS and learn to administrate and secure a CoreOS environment Develop, test, and deploy cloud services and applications more quickly and efficiently inside lightweight containers using CoreOS This is a complete tutorial on CoreOS, which is the preferred OS for cloud computing as it contains components that facilitate cloud management Who This Book Is For This book is for cloud or enterprise administrators and application developers who would like to gain knowledge about CoreOS to deploy a cloud application or micro-services on a cluster of cloud servers. It is also aimed at administrators with basic networking experience. You do not need to have any knowledge of CoreOS. What You Will Learn Understand the benefits of CoreOS as a cloud orchestration platform Learn about lightweight containers and various container frameworks such as Docker and RKT in CoreOS Manage services and containers across cluster using Fleet and systemd Set up a CoreOS environment using Vagrant Create and manage CoreOS clusters Discover the service parameters using etcd Find out about chaining services running on the cluster using Flannel / Rudder and Weave Create a virtual tenant network and service chaining using OVS In Detail CoreOS is an open source operating system developed upon the Linux kernel. The rise of CoreOS is directly related to the rise of Docker (a Linux container management system). It is a minimal operating system layer and takes a different approach to automating the deployment of containers. The major difference between CoreOS and other Linux distributions is that CoreOS was designed to deploy hundreds of servers. CoreOS immensely helps the users to create systems, which are easy to scale and manage, making life easier for all, be it developer, QA, or deployer. This book is all about setting up, deploying, and using CoreOS to manage clusters and clouds. It will help you understand what CoreOS is and its benefits as a cloud orchestration platform. First, we’ll show you how to set up a simple CoreOS instance with single node in the cluster and how to run a Docker container inside the CoreOS instance. Next, you’ll be introduced to Fleet and systemd, and will deploy and distribute Docker services across different nodes in cluster using Fleet. Later, you’ll be briefed about running services in a cluster with constraints, publishing the services already running on the cluster to new services, and making your services interact with each other. We conclude by teaching you about advanced container networking. By the end of the book, you will know the salient features of CoreOS and will be able to deploy, administrate, and secure a CoreOS environment. Style and approach This practical guide covers the basics and advanced topics related to CoreOS and lightweight containers. The topics are covered in an easy-to-follow manner with each feature explained in detail, beginning with a brief overview and followed by an explanation of its corresponding configuration files.

Master the art of building analytical models using R About This Book Load, wrangle, and analyze your data using the world's most powerful statistical programming language Build and customize publication-quality visualizations of powerful and stunning R graphs Develop key skills and techniques with R to create and customize data mining algorithms Use R to optimize your trading strategy and build up your own risk management system Discover how to build machine learning algorithms, prepare data, and dig deep into data prediction techniques with R Who This Book Is For This course is for data scientist or quantitative analyst who are looking at learning R and take advantage of its powerful analytical design framework. It’s a seamless journey in becoming a full-stack R developer. What You Will Learn Describe and visualize the behavior of data and relationships between data Gain a thorough understanding of statistical reasoning and sampling Handle missing data gracefully using multiple imputation Create diverse types of bar charts using the default R functions Familiarize yourself with algorithms written in R for spatial data mining, text mining, and so on Understand relationships between market factors and their impact on your portfolio Harness the power of R to build machine learning algorithms with real-world data science applications Learn specialized machine learning techniques for text mining, big data, and more In Detail The R learning path created for you has five connected modules, which are a mini-course in their own right. As you complete each one, you'll have gained key skills and be ready for the material in the next module! This course begins by looking at the Data Analysis with R module. This will help you navigate the R environment. You'll gain a thorough understanding of statistical reasoning and sampling. Finally, you'll be able to put best practices into effect to make your job easier and facilitate reproducibility. The second place to explore is R Graphs, which will help you leverage powerful default R graphics and utilize advanced graphics systems such as lattice and ggplot2, the grammar of graphics. You'll learn how to produce, customize, and publish advanced visualizations using this popular and powerful framework. With the third module, Learning Data Mining with R, you will learn how to manipulate data with R using code snippets and be introduced to mining frequent patterns, association, and correlations while working with R programs. The Mastering R for Quantitative Finance module pragmatically introduces both the quantitative finance concepts and their modeling in R, enabling you to build a tailor-made trading system on your own. By the end of the module, you will be well-versed with various financial techniques using R and will be able to place good bets while making financial decisions. Finally, we'll look at the Machine Learning with R module. With this module, you'll discover all the analytical tools you need to gain insights from complex data and learn how to choose the correct algorithm for your specific needs. You'll also learn to apply machine learning methods to deal with common tasks, including classification, prediction, forecasting, and so on. Style and approach Learn data analysis, data visualization techniques, data mining, and machine learning all using R and also learn to build models in quantitative finance using this powerful language.

Advance your skills in efficient data analysis and data processing using the powerful tools of Scala, Spark, and Hadoop About This Book This is a primer on functional-programming-style techniques to help you efficiently process and analyze all of your data Get acquainted with the best and newest tools available such as Scala, Spark, Parquet and MLlib for machine learning Learn the best practices to incorporate new Big Data machine learning in your data-driven enterprise to gain future scalability and maintainability Who This Book Is For Mastering Scala Machine Learning is intended for enthusiasts who want to plunge into the new pool of emerging techniques for machine learning. Some familiarity with standard statistical techniques is required. What You Will Learn Sharpen your functional programming skills in Scala using REPL Apply standard and advanced machine learning techniques using Scala Get acquainted with Big Data technologies and grasp why we need a functional approach to Big Data Discover new data structures, algorithms, approaches, and habits that will allow you to work effectively with large amounts of data Understand the principles of supervised and unsupervised learning in machine learning Work with unstructured data and serialize it using Kryo, Protobuf, Avro, and AvroParquet Construct reliable and robust data pipelines and manage data in a data-driven enterprise Implement scalable model monitoring and alerts with Scala In Detail Since the advent of object-oriented programming, new technologies related to Big Data are constantly popping up on the market. One such technology is Scala, which is considered to be a successor to Java in the area of Big Data by many, like Java was to C/C++ in the area of distributed programing. This book aims to take your knowledge to next level and help you impart that knowledge to build advanced applications such as social media mining, intelligent news portals, and more. After a quick refresher on functional programming concepts using REPL, you will see some practical examples of setting up the development environment and tinkering with data. We will then explore working with Spark and MLlib using k-means and decision trees. Most of the data that we produce today is unstructured and raw, and you will learn to tackle this type of data with advanced topics such as regression, classification, integration, and working with graph algorithms. Finally, you will discover at how to use Scala to perform complex concept analysis, to monitor model performance, and to build a model repository. By the end of this book, you will have gained expertise in performing Scala machine learning and will be able to build complex machine learning projects using Scala. Style and approach This hands-on guide dives straight into implementing Scala for machine learning without delving much into mathematical proofs or validations. There are ample code examples and tricks that will help you sail through using the standard techniques and libraries. This book provides practical examples from the field on how to correctly tackle data analysis problems, particularly for modern Big Data datasets.

A practical, indispensable security guide that will navigate you through the complex realm of securely building and deploying systems in our IoT-connected world About This Book Learn to design and implement cyber security strategies for your organization Learn to protect cyber-physical systems and utilize forensic data analysis to beat vulnerabilities in your IoT ecosystem Learn best practices to secure your data from device to the cloud Gain insight into privacy-enhancing techniques and technologies Who This Book Is For This book targets IT Security Professionals and Security Engineers (including pentesters, security architects and ethical hackers) who would like to ensure security of their organization's data when connected through the IoT. Business analysts and managers will also find it useful. What You Will Learn Learn how to break down cross-industry barriers by adopting the best practices for IoT deployments Build a rock-solid security program for IoT that is cost-effective and easy to maintain Demystify complex topics such as cryptography, privacy, and penetration testing to improve your security posture See how the selection of individual components can affect the security posture of the entire system Use Systems Security Engineering and Privacy-by-design principles to design a secure IoT ecosystem Get to know how to leverage the burdgening cloud-based systems that will support the IoT into the future. In Detail With the advent of Intenret of Things (IoT), businesses will be faced with defending against new types of threats. The business ecosystem now includes cloud computing infrastructure, mobile and fixed endpoints that open up new attack surfaces, a desire to share information with many stakeholders and a need to take action quickly based on large quantities of collected data. . It therefore becomes critical to ensure that cyber security threats are contained to a minimum when implementing new IoT services and solutions. . The interconnectivity of people, devices, and companies raises stakes to a new level as computing and action become even more mobile, everything becomes connected to the cloud, and infrastructure is strained to securely manage the billions of devices that will connect us all to the IoT. This book shows you how to implement cyber-security solutions, IoT design best practices and risk mitigation methodologies to address device and infrastructure threats to IoT solutions. This book will take readers on a journey that begins with understanding the IoT and how it can be applied in various industries, goes on to describe the security challenges associated with the IoT, and then provides a set of guidelines to architect and deploy a secure IoT in your Enterprise. The book will showcase how the IoT is implemented in early-adopting industries and describe how lessons can be learned and shared across diverse industries to support a secure IoT. Style and approach This book aims to educate readers on key areas in IoT security. It walks readers through engaging with security challenges and then provides answers on how to successfully manage IoT security and build a safe infrastructure for smart devices. After reading this book, you will understand the true potential of tools and solutions in order to build real-time security intelligence on IoT networks.

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.