Tabla de Contenidos: “…Modelling the activities on times, contexts and participant's target » 163 -- 3.4. Experiment the added value of the involvement of a company in the teaching/learning experience » 163 -- 5. …”

Tabla de Contenidos: “…3.2 Output Monitoring -- 3.2.1 Introduction -- 3.2.2 Shifting Support -- 3.2.3 Moral Hazard with respect to Risk -- 3.2.4 Discussion -- 4 Transaction Cost, Bonding, Distortion -- 4.1 Transaction Cost and Bonding -- 4.2 Distortion -- 4.2.1 Introduction -- 4.2.2 The Model -- 4.2.3 Discussion -- 5 Dynamic Extensions -- 5.1 Introduction -- 5.2 Income smoothing -- 5.2.1 Introduction -- 5.2.2 The Model -- 5.2.3 Discussion -- 5.3 Reputation Effects in Supergames -- 5.3.1 Introduction -- 5.3.2 Observable but Uncontractible Effort -- 5.3.3 Observable but Uncontractible Output -- 5.3.4 Reinterpretation of the Discount rate -- 5.3.5 A Multiparty Extension -- 5.3.6 Discussion -- 5.4 Career Concerns - Learning -- 5.4.1 Introduction -- 5.4.2 The Basic Model -- 5.4.3 Extension: Adding Innovation -- 5.4.4 Disequilibrium - Transient Effects -- 5.4.5 Discussion -- V CONCLUSIONS -- 1.1 Results -- 1.2 Checklist -- 1.3 Outlook…”

Tabla de Contenidos: “…Time-Series Data -- Time-Series Analysis and Forecasting -- Memory Requirements -- More Storage -- More RAM -- Case Study: Gathering the Real-Time Industry Data -- Storing Collected Data Using Pandas -- Dataframes -- Saving Data as a CSV File -- Saving as an Excel File -- Reading Saved Data Files -- Adding the Date and Time to the Real-Time Data -- Industry Data from the Temperature and Humidity Sensor -- Chapter 5: Preparing the Data -- Pandas and Data Structures -- Installing and Using Pandas -- Pandas Data Structures -- Series -- DataFrame -- Reading Data -- Reading CSV Data -- Reading Excel Data -- Reading URL Data -- Cleaning the Data -- Handling Missing Values -- Handling Outliers -- Z-Score -- Filtering Out Inappropriate Values -- Removing Duplicates -- Chapter 6: Visualizing the Data -- Matplotlib Library -- Scatter Plot -- Line Plot -- Histogram -- Bar Chart -- Pie Chart -- Other Plots and Packages -- Chapter 7: Analyzing the Data -- Exploratory Data Analysis -- Choosing a Dataset -- Modifying the Columns in the Dataset -- Statistical Analysis -- Uniform Distribution -- Binomial Distribution -- Normal Distribution -- Statistical Analysis of Boston Housing Price Dataset -- Chapter 8: Learning from Data -- Forecasting from Data Using Regression -- Linear Regression using Scikit-Learn -- Principal Component Analysis -- Outlier Detection Using K-Means Clustering -- Chapter 9: Case Studies -- Case Study 1: Human Emotion Classification -- Methodology -- Dataset -- Interfacing the Raspberry Pi with MindWave Mobile via Bluetooth -- Data Collection Process -- Features Taken from the Brain Wave Signal -- Unstructured Data to Structured Dataset -- Exploratory Data Analysis from the EEG Data -- Classifying the Emotion Using Learning Models -- Case Study 2: Data Science for Image Data -- Exploratory Image Data Analysis…”

Tabla de Contenidos: “…-- IoC - a pretty simple example -- The main features of CDI -- Injections -- Scopes -- Interceptors/decorators -- Events -- Dynamic lookups -- JAX-RS - the servlet router -- The router -- Marshalling -- Filter and interceptors -- @Suspended or asynchronous operation -- JPA - the database link -- From JPA to the database -- Model and implications -- The Java Transaction API -- Server resources -- DataSource configuration -- Java EE and performances -- Ensure you know the server -- Ensure you know your application -- Ensure you know your resources -- Summary -- Chapter 3: Monitor Your Application -- Java tools to know what my application is doing -- The jcmd command - the small command line utility that does a lot -- Thread.print -- Memory -- JVisualVM - the UI for JVM monitoring -- How to connect remotely -- Java Mission Control -- GlassFish ad hoc monitoring -- Libraries monitor your application -- Counters, gauges, timers, and more -- Instrumenting the code -- CDI instrumentation -- Implementing your own configurable monitoring interceptor…”

Tabla de Contenidos: “…-- Defining Superior Performance -- Adding Women to Boards -- The Reason for the Improvement in Financial Performance -- 1. …”

Tabla de Contenidos: “…-- Linear regression -- Adding more predictors -- Regression metrics -- Logistic regression -- Probability, odds, and log odds -- The math of logistic regression -- Dummy variables -- Summary -- Chapter 11: Predictions Don't Grow on Trees - or Do They? …”

Tabla de Contenidos: “…-- First validation example -- First approach - programmatic validation -- Second approach - auto validation -- Injecting the validator object -- Graph validation -- List of available constraints -- Validating parameters and return values -- Defining a custom constraint -- Associating messages with attributes -- Adding more constraints -- Summary -- Chapter 5: Exposing Web Services with JAX-RS 2.1 -- What are web services? …”

Tabla de Contenidos: “…. -- How it works... -- Adding daily.out parsing to Axiom -- Getting started -- How to do it... -- How it works... -- Scanning for indicators with YARA -- Getting started -- How to do it... -- How it works... -- Chapter 8: Working with Forensic Evidence Container Recipes -- Introduction -- Opening acquisitions -- Getting started -- How to do it... -- How it works... -- Gathering acquisition and media information -- Getting started -- How to do it... -- How it works... -- Iterating through files -- Getting started -- How to do it... -- How it works... -- There's more... -- Processing files within the container -- Getting started -- How to do it... -- How it works... -- Searching for hashes -- Getting started -- How to do it... -- How it works... -- There's more... -- Chapter 9: Exploring Windows Forensic Artifacts Recipes - Part I -- Introduction -- One man's trash is a forensic examiner's treasure -- Getting started -- How to do it... -- How it works... -- A sticky situation -- Getting started -- How to do it... -- How it works... -- Reading the registry -- Getting started -- How to do it…”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- About the Reviewer -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Getting Started with Java 9 -- Getting started with Java -- Installing Java -- Installation on Windows -- Installation on MAC OS X -- Installation on Linux -- Setting JAVA_HOME -- Executing jshell -- Looking at the byte code -- Packaging classes into a JAR file -- Managing the running Java application -- Using an IDE -- NetBeans -- Eclipse -- IntelliJ -- IDE services -- IDE screen structure -- Editing files -- Managing projects -- Build the code and run it -- Debugging Java -- Summary -- Chapter 2: The First Real Java Program - Sorting Names -- Getting started with sorting -- Bubble sort -- Getting started with project structure and build tools -- Make -- Ant -- Installing Ant -- Using Ant -- Maven -- Installing Maven -- Using Maven -- Gradle -- Installing Gradle -- Setting up the project with Maven -- Coding the sort -- Understanding the algorithm and language constructs -- Blocks -- Variables -- Types -- Arrays -- Expressions -- Loops -- Conditional execution -- Final variables -- Classes -- Inner, nested, local, and anonymous classes -- Packages -- Methods -- Interfaces -- Argument passing -- Fields -- Modifiers -- Object initializers and constructors -- Compiling and running the program -- Summary -- Chapter 3: Optimizing the Sort - Making Code Professional -- The general sorting program -- A brief overview of various sorting algorithms -- Quick sort -- Project structure and build tools -- Maven dependency management -- Code the sort -- Creating the interfaces -- Creating BubbleSort -- Amending the interfaces -- Architectural considerations -- Creating unit tests -- Adding JUnit as dependency -- Writing the BubbleSortTest class -- Good unit tests -- A good unit test is readable…”

Tabla de Contenidos: “…Is Your Business Value Added? -- Hoshin Kanri: Overview -- History -- Old Golf Ball -- Company Purpose and the Cost Equations -- Evolution of Hoshin Kanri: PDCA, PDSA, MBO, and the Deming Prize -- Hoshin Process -- Purpose and Key Elements of Hoshin Planning -- Planning Terms -- PDCA and Hoshin Planning -- Hoshin Methodology -- First Aspect Is the Layered Development of the How -- Second Major Aspect of the Hoshin Structure Is the Review Process -- Problems with Planning -- Hoshin Plan -- Chapter Questions -- Notes -- Additional Readings -- 6. …”

Tabla de Contenidos: “…Chapter 10: Writing Your Custom Graph Algorithms with the Pregel API in Java -- Technical requirements -- Introducing the Pregel API -- GDS's features -- The Pregel API -- Implementing the PageRank algorithm -- The PageRank algorithm -- Simple Python implementation -- Pregel Java implementation -- Implementing the tolerance-stopping criteria -- Testing our code -- Test for the PageRank class -- Test for the PageRankTol class -- Using our algorithm from Cypher -- Adding annotations -- Building the JAR file -- Updating the Neo4j configuration -- Testing our procedure -- Summary -- Further reading -- Exercises -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Long-Term Changes in the Unique and Largest Seagrass Meadows in the Bohai Sea (China) Using Satellite (1974-2019) and Sonar Data: Implication for Conservation and Restoration -- Hiroshi Kuroda and Takashi Setou Extensive Marine Heatwaves at the Sea Surface in the Northwestern Pacific Ocean in Summer 2021 -- Zhihua Zhang, Difeng Wang, Yinhe Cheng and Fang Gong Long-Term Changes and Factors That Influence Changes in Thermal Discharge from Nuclear Power Plants in Daya Bay, China -- Mengtian Qiao, Anzhou Cao, Jinbao Song, Yunhe Pan and Hailun He Enhanced Turbulent Mixing in the Upper Ocean Induced by Super Typhoon Goni (2015) -- Zhen Li, Anton Verhoef and Ad Stoffelen Bayesian Sea Ice Detection Algorithm for CFOSAT -- Wenxiang Ding, Caiyun Zhang, Jianyu Hu and Shaoping Shang Unusual Fish Assemblages Associated with Environmental Changes in the East China Sea in February and March 2017 -- Heping Liu, Wei Yang, Hao Wei, Chengfei Jiang, Changgen Liu and Liang Zhao On Characteristics and Mixing Effects of Internal Solitary Waves in the Northern Yellow Sea as Revealed by Satellite and In Situ Observations -- Xiaoyu Zhao, Zhenhua Xu, Ming Feng, Qun Li, Peiwen Zhang, Jia You, et al. …”

Tabla de Contenidos: “…Jamie Drake, Interior Designer -- Leatrice Eiseman, Color Specialist -- Aura Friedman, Hair Colorist -- Jay Jones, Garden Designer -- Keisha Prioleau-Martin, Painter -- Fanny Singer, Food Aficionado -- Gabriele Wilson, Graphic Designer -- Chapter 13 Tens Ways to Kickstart Your Color Creativity -- Exercise #1: Building Your Color Vocabulary -- Exercise #2: Mixing Cellophane -- Exercise #3: Exploring Nature's Colors -- Exercise #4: Planting a Colorful Garden -- Exercise #5: Expanding Monochromes -- Exercise #6: Concocting a Food Palette -- Exercise #7: Crafting a Color Blot -- Exercise# 8: Creating a Personal Palette -- Exercise #9: Adding Color to Your Home -- Exercise #10: Making a Mood Board -- Index -- EULA…”

Tabla de Contenidos:

Tabla de Contenidos: “…-- The days of software creation -- Deploying archetype patterns -- Summary -- Chapter 2: Edge Architectural Components -- Edge components -- Functional requirements -- Sensing -- Inferencing -- Analytics -- Data -- Non-functional requirements -- Security -- Service management and operations -- Edge use cases and patterns -- Edge device specifications and protocols -- Architectural decisions -- Grouping edge ADs -- Cloud -- Network -- Server/cluster -- Device -- Summary -- Part 2: Solution Architecture Archetypes in Context -- Chapter 3: Core Edge Architecture -- Suggested pre-reading material -- What is legacy IoT architecture? …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Contents -- Foreword -- About the authors -- Preface -- Quotes about the book -- About the companion website -- Part I The Information Quality Framework -- Chapter 1 Introduction to information quality -- 1.1 Introduction -- 1.2 Components of InfoQ -- 1.3 Definition of information quality -- 1.4 Examples from online auction studies -- 1.5 InfoQ and study quality -- 1.6 Summary -- References -- Chapter 2 Quality of goal, data quality, and analysis quality -- 2.1 Introduction -- 2.2 Data quality -- 2.3 Analysis quality -- 2.4 Quality of utility -- 2.5 Summary -- References -- Chapter 3 Dimensions of information quality and InfoQ assessment -- 3.1 Introduction -- 3.2 The eight dimensions of InfoQ -- 3.3 Assessing InfoQ -- 3.4 Example: InfoQ assessment of online auction experimental data -- 3.5 Summary -- References -- Chapter 4 InfoQ at the study design stage -- 4.1 Introduction -- 4.2 Primary versus secondary data and experiments versus observational data -- 4.3 Statistical design of experiments -- 4.4 Clinical trials and experiments with human subjects -- 4.5 Design of observational studies: Survey sampling -- 4.6 Computer experiments (simulations) -- 4.7 Multiobjective studies -- 4.8 Summary -- References -- Chapter 5 InfoQ at the postdata collection stage -- 5.1 Introduction -- 5.2 Postdata collection data -- 5.3 Data cleaning and preprocessing -- 5.4 Reweighting and bias adjustment -- 5.5 Meta-analysis -- 5.6 Retrospective experimental design analysis -- 5.7 Models that account for data "loss": Censoring and truncation -- 5.8 Summary -- References -- Part II Applications of InfoQ -- Chapter 6 Education -- 6.1 Introduction -- 6.2 Test scores in schools -- 6.3 Value-added models for educational assessment -- 6.4 Assessing understanding of concepts -- 6.5 Summary…”

Tabla de Contenidos: “…About PIO Architecture -- About the PIO Instructions -- Flashing the LEDs with PIO -- PIO Instruction Details and Examples -- JMP -- WAIT -- IN -- OUT -- PUSH -- PULL -- MOV -- IRQ -- SET -- About Controlling Timing -- About the Clock Divider -- About the Delay Operand -- About Side-Set -- More Configurable Options -- Summary -- Exercises -- Chapter 11: How to Set and Catch Interrupts -- Overview of the RP2040's Interrupts -- About the RP2040's Interrupts -- About the Interrupt Vector Table -- About Saving Processor State -- About Interrupt Priorities -- Flashing LEDs with Timer Interrupts -- About the RP2040 Alarm Timer -- Setting the Interrupt Handler and Enabling IRQ0 -- The Complete Program -- About the SVCall Interrupt -- Using the SDK -- Summary -- Exercises -- Chapter 12: Multiplication, Division, and Floating Point -- Multiplication -- Division -- About Division and Interrupts -- Interpolation -- Adding an Array of Integers -- Interpolating Between Numbers -- Floating Point -- About the Structure of the Boot ROM -- Sample Floating-Point Program -- Some Notes on C and printf -- Summary -- Exercises -- Chapter 13: Multiprocessing -- About Saving Power -- About Interprocessor Mailboxes -- How to Run Code on the Second CPU -- A Multiprocessing Example -- About Fibonacci Numbers -- About Factorials -- The Complete Program -- About Spinlocks -- Regulating Access to a Memory Table -- A Word on the SDK -- Summary -- Exercises -- Chapter 14: How to Connect Pico to IoT -- About the RP2040's Built-in Temperature Sensor -- About Home-Brewed Communication Protocol -- About the Server Side of the Protocol -- About the RP2040's UART -- Mastering Math Routines -- Viewing the Main Program -- About IoT, Wi-Fi, Bluetooth, and Serial Communications -- Summary -- Exercises -- Appendix A: ASCII Character Set -- Appendix B: Assembler Directives -- Appendix C: Binary Formats -- Integers -- Floating Point -- Addresses -- Appendix D: The ARM Instruction Set -- Answers to Exercises -- Chapter 2 -- Chapter 4 -- Chapter 6 -- Chapter 9 -- Chapter 10 -- Index…”

Tabla de Contenidos: “…-- "We can do better" -- What Needed to Change? -- The Solution -- Adding Structure -- Engaging Partners -- Improving the Apprenticeship Selection Process -- First Pilot Outcomes -- The Importance of Consistency to a Good Start -- The Role of Battle Buddies -- The Citi Salutes Impact -- Glitches Along the Way -- Unsuccessful Recruitment Choices -- Supervisor Limitations -- Skill Mismatches -- Two-Year Outcomes at Citi -- From Pilot to Operationalizing: Expanding Irving Success across Citi -- Conclusion -- Chapter 5 Creating High-Impact Mentoring Programs -- Coca-Cola's Journey to DEI Success -- The Costs of Inaction and Not Listening to Employees -- Positivity from Turmoil -- Measurable Results -- Moving on from the Past -- Mentoring Innovation at Zendesk -- Zendesk's Women Mentorship Program: Initial Pilot Program -- Application and Matching Process -- Support -- Measurements for Success and Feedback -- Pilot Observations: What Worked and What Didn't…”

Tabla de Contenidos: “…Browsing the API with resources and relationships -- Defining unique constraints -- Working with unique constraints -- Understanding pagination -- Configuring pagination classes -- Making requests that paginate results -- Working with customized pagination classes -- Making requests that use customized paginated results -- Configuring filter backend classes -- Adding filtering, searching, and ordering -- Working with different types of Django filters -- Making requests that filter results -- Composing requests that filter and order results -- Making requests that perform starts with searches -- Using the browsable API to test pagination, filtering, searching, and ordering -- Test your knowledge -- Summary -- Chapter 8: Securing the API with Authentication and Permissions -- Understanding authentication and permissions in Django, the Django REST framework, and RESTful Web Services -- Learning about the authentication classes -- Including security and permissions-related data to models -- Working with object-level permissions via customized permission classes -- Saving information about users that make requests -- Setting permission policies -- Creating the superuser for Django -- Creating a user for Django -- Making authenticated requests -- Making authenticated HTTP PATCH requests with Postman -- Browsing the secured API with the required authentication -- Working with token-based authentication -- Generating and using tokens -- Test your knowledge -- Summary -- Chapter 9: Applying Throttling Rules and Versioning Management -- Understanding the importance of throttling rules -- Learning the purpose of the different throttling classes in the Django REST framework -- Configuring throttling policies in the Django REST framework -- Running tests to check that throttling policies work as expected -- Understanding versioning classes…”

Tabla de Contenidos: “…Customizing the subsystem for Oracle -- 4.1 Choosing our values -- 4.2 Using the Oracle documentation -- 4.3 Creating PARMLIB and adding members to INSTLIB -- 4.4 Members in PARMLIB -- Chapter 5. …”