Tabla de Contenidos: “…4.1.1.4 Relations between the Correlation Coefficients -- 4.1.2 Coefficients of Tail Dependence -- 4.1.2.1 Tail Coefficients in Terms of the Copula -- 4.1.2.2 Estimation of Tail Coefficients -- 4.1.2.3 Tail Coefficients for Parametric Families -- 4.2 Multivariate Graphical Tools -- 4.2.1 Scatter Plots -- 4.2.2 Correlation Matrix: Multidimensional Scaling -- 4.2.2.1 Correlation Matrix -- 4.2.2.2 Multidimensional Scaling -- 4.3 Multivariate Parametric Models -- 4.3.1 Multivariate Gaussian Distributions -- 4.3.2 Multivariate Student Distributions -- 4.3.3 Normal Variance Mixture Distributions -- 4.3.4 Elliptical Distributions -- 4.4 Copulas -- 4.4.1 Standard Copulas -- 4.4.1.1 Finding the Copula of a Multivariate Distribution -- 4.4.1.2 Constructing a Multivariate Distribution from a Copula -- 4.4.2 Nonstandard Copulas -- 4.4.3 Sampling from a Copula -- 4.4.3.1 Simulation from a Copula -- 4.4.3.2 Transforming the Sample -- 4.4.3.3 Transforming the Sample by Estimating the Margins -- 4.4.3.4 Empirical Copula -- 4.4.3.5 Maximum Likelihood Estimation -- 4.4.4 Examples of Copulas -- 4.4.4.1 The Gaussian Copulas -- 4.4.4.2 The Student Copulas -- 4.4.4.3 Other Copulas -- 4.4.4.4 Empirical Results -- Chapter 5 Time Series Analysis -- 5.1 Stationarity and Autocorrelation -- 5.1.1 Strict Stationarity -- 5.1.1.1 Random Walk -- 5.1.2 Covariance Stationarity and Autocorrelation -- 5.1.2.1 Autocovariance and Autocorrelation for Scalar Time Series -- 5.1.2.2 Autocovariance for Vector Time Series -- 5.2 Model Free Estimation -- 5.2.1 Descriptive Statistics for Time Series -- 5.2.2 Markov Models -- 5.2.3 Time Varying Parameter -- 5.2.3.1 Local Likelihood -- 5.2.3.2 Local Least Squares -- 5.2.3.3 Time Varying Estimators for the Excess Distribution -- 5.3 Univariate Time Series Models -- 5.3.1 Prediction and Conditional Expectation -- 5.3.2 ARMA Processes…”

“…By the end of this Learning Path, you will have the perfect foundation to take your data mining skills to the next level and set yourself on the path to become a sought-after data science professional. This Learning Path includes content from the following Packt products: Statistics for Machine Learning by Pratap Dangeti Matplotlib 2.x By Example by Allen Yu, Claire Chung, Aldrin Yim Pandas Cookbook by Theodore Petrou What you will learn Understand the statistical fundamentals to build data models Split data into independent groups Apply aggregations and transformations to each group Create impressive data visualizations Prepare your data and design models Clean up data to ease data analysis and visualization Create insightful visualizations with Matplotlib and Seaborn Customize the model to suit your own predictive goals Who this book is for If you want to learn how to use the many libraries of Python to extract impactful information from your data and present it as engaging visuals, then this is the ideal Learning Path for you. …”

Tabla de Contenidos: “…Preface : Ancient roots: spirits of information and trust -- Origin : The goal of our craft: data, story, and the adventure ahead -- Data shadows: numbers and the past they come from -- Information murmurs: arranging data in forms we can read -- Metaphorical : Embodied encoding: the power of metaphor -- Counting time: how we experience numbers and time -- World building: grids and other homes for data -- Infuse meaning: up, down, and other spatial meaning -- True colors: the eye's seductive potential -- Mathemagical : Explore to create: seek comparisons and patterns -- Create to explore: translate and transform to learn more -- Uncertain honesty: the challenge of qualifying truthfulness -- Sensational : Encounter: experience design with museums -- Listen: story design with natural selection -- Freeze: graphic design with propaganda -- Connect: emotional design with roughness -- Make: explanation design with diagrams -- Informational : Inspire trust: design for believing minds -- Imagination to image: explore visual story possibilities -- Focus attention: workshop to the audience -- Onward : Creative routines: daily practices for making new views -- Finale : Beautiful tomorrow: push forward together…”

“…JavaScript is a black swan that no one, including the author of the language, thought would become a popular and ubiquitous language. Not long ago, it was the most hated and feared language you could use to program the web. …”

Tabla de Contenidos: “…Part 2 - What Success Looks Like: 16 Stories from the "Winner's Circle" Chapter 2 - Entrepreneurs based in the Americas Chapter 3 - Entrepreneurs based in Asia Pacific Chapter 4 - Entrepreneurs based in the UK, Europe and India Part 3 - Understanding EY's 7 Drivers of Growth Chapter 5 - Driver #1 - Customer - "no customers - no business" Chapter 6 - Driver #2 - People, behaviors and culture - "cutting stone or building a cathedral" Chapter 7 - Driver #3 - Digital, technology and analytics - "the new industrial revolution" Chapter 8 - Driver#4 - Operations - "from surviving to thriving" Chapter 9 - Driver #5 - Funding and finance - "failing to plan is planning to fail" Chapter 10 - Driver #6 - Transactions and alliances - "right transaction, right price, right time" Chapter 11 - Driver #7 - Risk - "threat or opportunity" Part 4 - Traits, skills and the importance of intuition Chapter 12 - World class entrepreneurs and building sustainable market-leading companies Appendix A Appendix B About the Authors…”

“…Gain hands-on, real-world experience with a tool that's rapidly becoming fundamental to software development. Go from zero all the way to production as Docker transforms the massive leap of deploying your app in the cloud into a baby step. …”

Tabla de Contenidos: “…-- The significance of the fourth industrial revolution -- Change as an opportunity -- Summary -- References -- Chapter 2 - From Agile to Agility -- The values and principles of Agile -- The need for enhancing agility -- Adopting Agile is not enough -- Enhancing agility is not the same as Agile transformation -- Capabilities underlying agility -- Properties of agility -- Characteristics of enterprises with high agility -- Optimal agility -- Summary -- References -- Part Two -- Chapter 3 - The Enterprise as a Living System -- The mechanistic approach that is outdated for enterprise modeling -- Need to reinfuse "life" into enterprises -- Complex adaptive systems (CAS) - a proven model of high agility -- What are CAS? …”

“…At the current rate of hacking, it has become more important than ever to pentest your environment in order to ensure advanced-level security. …”

“…The more conscious we are, the faster we adapt, and the higher performing we become. Conscious is the new smart. As one of the premier global experts on leadership and transformation, Bob Rosen and Healthy Companies have revealed a profound truth about modern-day change: the most successful people, at all levels of society, follow four powerful practices of being conscious: Go Deep – Discover your inner self Think Big – See a world of possibilities Get Real – Be honest and intentional Step Up – Act boldly and responsibly Conscious is your personal roadmap through transformation – helping you adapt and accelerate into the future. …”

“…Become a Python programmer–and have fun doing it! …”

“…Towards the end of the book, you will be empowered to become a top-notch developer with Unreal Engine 4 using C++ as the scripting language. …”

“…In this book, through articles drawn from PragPub magazine and articles written specifically for this book, you'll explore functional thinking and functional style and idioms across languages. …”

“…Effectively implement and administer business solutions on any scale in a cost-effective way to have a competitive advantage using Gsuite Key Features Enhance administration with Admin console and Google Apps Script Prepare for the G suite certification using the concepts in the book Learn how to use reports to monitor, troubleshoot and optimize G Suite Book Description Hands-On G Suite for Administrators is a comprehensive hands-on guide to G Suite Administration that will prepare you with all you need to know to become a certified G Suite Administrator, ready to handle all the business scales, from a small office to a large enterprise. …”

“…Learn to Install your complete data science environment, including R and RStudio Manage projects efficiently, from version tracking to documentation Host, manage, and collaborate on data science projects with GitHub Master R language fundamentals: syntax, programming concepts, and data structures Load, format, explore, and restructure data for successful analysis Interact with databases and web APIs Master key principles for visualizing data accurately and intuitively Produce engaging, interactive visualizations with ggplot and other R packages Transform analyses into sharable documents and sites with R Markdown Create interactive web data science applications with Shiny Collaborate smoothly as part of a data science team Register your book for convenient access to downloads, updates, and/or corrections as they become available. …”

“…Leadership lessons from Patrick J. McGovern, the visionary who circled the globe and built a technology media empire…”

“…With an increase in data recovery and protection problems faced in organizations, it has become important to keep data safe and recoverable. …”

“…With the flexibility and features of scikit-learn and Python, build machine learning algorithms that optimize the programming process and take application performance to a whole new level Key Features Explore scikit-learn uniform API and its application into any type of model Understand the difference between supervised and unsupervised models Learn the usage of machine learning through real-world examples Book Description As machine learning algorithms become popular, new tools that optimize these algorithms are also developed. …”

“…It is specifically designed to meet your needs if you have basic experience in using Burp and are now aiming to become a professional Burp user…”

“…This second edition of Mastering Ceph takes you a step closer to becoming an expert on Ceph. You'll get started by understanding the design goals and planning steps that should be undertaken to ensure successful deployments. …”

“…Whether you are a beginner or an experienced system programmer, the ABCs collection provides the information that you need to start your research into z/OS and related subjects. If you want to become more familiar with z/OS in your current environment or if you are evaluating platforms to consolidate your e-business applications, the ABCs collection can serve as a powerful technical tool. …”