Tabla de Contenidos: “…Annotated tags -- Signed tags -- Publishing tags -- Tag verification -- Signed commits -- Merging signed tags (merge tags) -- Summary -- Chapter 6: Advanced Branching Techniques -- Types and purposes of branches -- Long-running, perpetual branches -- Integration, graduation, or progressive-stability branches -- Per-release branches and per-release maintenance -- Hotfix branches for security fixes -- Per-customer or per-deployment branches -- Automation branches -- Mob branches for anonymous push access -- The orphan branch trick -- Short-lived branches -- Topic or feature branches -- Bugfix branches -- Detached HEAD - the anonymous branch -- Branching workflows and release engineering -- The release and trunk branches workflow -- The graduation, or progressive-stability branches workflow -- The topic branches workflow -- Graduation branches in a topic branch workflow -- Branch management for a release in a topic branch workflow -- Git-flow - a successful Git branching model -- Fixing a security issue -- Interacting with branches in remote repositories -- Upstream and downstream -- Remote-tracking branches and refspec -- Remote-tracking branches -- Refspec - remote to local branch mapping specification -- Fetching and pulling versus pushing -- Pull - fetch and update current branch -- Pushing to the current branch in a nonbare remote repository -- The default fetch refspec and push modes -- Fetching and pushing branches and tags -- Fetching branches -- Fetching tags and automatic tag following -- Pushing branches and tags -- Push modes and their use -- The simple push mode - the default -- The matching push mode for maintainers -- The upstream push mode for the centralized workflow -- The current push mode for the blessed repository workflow -- Summary -- Chapter 7: Merging Changes Together -- Methods of combining changes -- Merging branches…”

Tabla de Contenidos: “…Knowing the default roles of WordPress -- Choosing between default and custom roles -- Scenario 1 -- Scenario 2 -- Removing existing user roles -- Understanding user capabilities -- Creating your first capability -- Understanding default capabilities -- Registering application users -- Implementing frontend registration -- Shortcode implementation -- Pros and cons of using shortcodes -- Page template implementation -- Pros and cons of page templates -- Custom template implementation -- Building a simple router for a user module -- Creating the routing rules -- Adding query variables -- Flushing the rewriting rules -- Controlling access to your functions -- The advantages of using the do_action function -- Creating custom templates -- Designing the registration form -- Planning the registration process -- Handling registration form submission -- Exploring the registration success path -- Automatically logging in the user after registration -- Activating system users -- Creating a login form in the frontend -- Handling login form submission -- Checking whether we implemented the process properly -- Essential user management features for web applications -- Frontend login and registration -- Custom profile fields -- Private data -- Search and member list -- Frontend profile -- Implementing user management features with popular plugins -- BuddyPress -- User Profiles Made Easy -- User Role Editor -- Time to practice -- Summary -- Chapter 3: Planning and Customizing the Core Database -- Understanding the WordPress database -- Exploring the role of existing tables -- User-related tables -- Post-related tables -- Term-related tables -- Other tables -- Adapting existing tables in web applications -- User-related tables -- Post-related tables -- Scenario 1 - an online shopping cart -- Scenario 2 - a hotel reservation system…”

Tabla de Contenidos: “…Confidence intervals -- Introduction -- Confidence interval = twice the margin of error -- Confidence intervals provide precision and location -- Three components of a confidence interval -- Confidence level -- Variability -- Sample size -- Confidence interval for a completion rate -- Confidence interval history -- Wald interval: terribly inaccurate for small samples -- Exact confidence interval -- Adjusted-Wald: add two successes and two failures -- Best point estimates for a completion rate -- Guidelines on reporting the best completion rate estimate -- How accurate are point estimates from small samples? …”

Tabla de Contenidos: “…-- Conventions are good -- Test frameworks and commercial choices are increasing -- Offsetting work to Jenkins nodes -- Starving QA/integration servers -- Reading the change log of Jenkins -- Avoiding human bottlenecks -- Avoiding groupthink -- Training and community -- Visibly rewarding successful developers -- Stability and code maintenance -- Resources on quality assurance -- And there's always more -- Final comments -- Index…”

Tabla de Contenidos: “…. -- How it works... -- See also -- Successive differences and moving averages -- Getting ready -- How to do it... -- How it works... -- See also -- Exponential smoothing -- Getting ready -- How to do it... -- How it works... -- See also -- Plotting the autocorrelation function -- Getting ready -- How to do it... -- How it works... -- See also -- Chapter 4: R and Statistics -- Introduction -- Understanding data sampling in R -- Getting ready -- How to do it... -- How it works... -- See also -- Operating a probability distribution in R -- Getting ready -- How to do it... -- How it works... -- There's more... -- Working with univariate descriptive statistics in R -- Getting ready -- How to do it... -- How it works... -- There's more... -- Performing correlations and multivariate analysis -- Getting ready -- How to do it... -- How it works... -- See also -- Conducting an exact binomial test -- Getting ready -- How to do it... -- How it works... -- See also -- Performing a student's t-test -- Getting ready -- How to do it... -- How it works... -- See also -- Performing the Kolmogorov-Smirnov test -- Getting ready -- How to do it... -- How it works... -- See also -- Understanding the Wilcoxon Rank Sum and Signed Rank test -- Getting ready -- How to do it... -- How it works... -- See also -- Working with Pearson's Chi-squared test -- Getting ready -- How to do it... -- How it works…”

Tabla de Contenidos: “…-- The public cloud landscape -- Amazon Web Services -- Microsoft Azure -- Google Cloud Platform -- Standing on the shoulders of giants -- A world-class global presence -- Choosing your own adventure -- Leading the way for big data -- The Open Cloud and innovation -- Dedication to customer success -- Bottom-up security -- In good company -- Summary -- Chapter 2: The Google Cloud Console -- Getting started - Google Cloud projects -- Architectural role of Google Cloud projects -- Creating a project -- Free trials on GCP -- The Google Cloud Console -- Understanding the Cloud Console dashboard -- The Google Cloud Shell -- Launching the Cloud Shell -- Supporting multiple sessions -- Features and integrations -- File management -- Web Preview -- The Cloud Shell Code Editor -- Opening in Cloud Shell -- Trying it out -- Installing additional tools -- Boost mode -- Repairing the Cloud Shell -- Other tools -- Mobile apps -- Developer tool integrations -- Summary -- Chapter 3: APIs, CLIs, IAM, and Billing -- Google Cloud APIs -- Managing APIs -- Google APIs Explorer -- Trying out the APIs Explorer -- The Google Cloud SDK -- Installing the Google Cloud SDK -- The gcloud command-line tool -- The basics of gcloud -- Command groups -- Root commands -- Global flags -- Initializing the Google Cloud SDK -- Authentication -- Managing your Google Cloud SDK -- Updating and rollbacks -- Alpha and beta channels -- Configurations in the Google Cloud SDK -- Modifying configuration properties -- Multiple configurations -- Other command-line tools -- bq -- gsutil -- kubectl -- Automating tasks with gcloud -- Modifying output and behavior -- Formatting attributes -- Formatting projections -- Filtering -- Google Cloud IAM -- How IAM works…”

Tabla de Contenidos: “…Beginning the CNN Tour with Character Recognition -- Understanding image basics -- Explaining How Convolutions Work -- Understanding convolutions -- Simplifying the use of pooling -- Describing the LeNet architecture -- Detecting Edges and Shapes from Images -- Visualizing convolutions -- Unveiling successful architectures -- Discussing transfer learning -- Chapter 11 Introducing Recurrent Neural Networks -- Introducing Recurrent Networks -- Modeling sequences using memory -- Recognizing and translating speech -- Placing the correct caption on pictures -- Explaining Long Short-Term Memory -- Defining memory differences -- Walking through the LSTM architecture -- Discovering interesting variants -- Getting the necessary attention -- Part 3 Interacting with Deep Learning -- Chapter 12 Performing Image Classification -- Using Image Classification Challenges -- Delving into ImageNet and MS COCO -- Learning the magic of data augmentation -- Distinguishing Traffic Signs -- Preparing image data -- Running a classification task -- Chapter 13 Learning Advanced CNNs -- Distinguishing Classification Tasks -- Performing localization -- Classifying multiple objects -- Annotating multiple objects in images -- Segmenting images -- Perceiving Objects in Their Surroundings -- Discovering how RetinaNet works -- Using the Keras-RetinaNet code -- Overcoming Adversarial Attacks on Deep Learning Applications -- Tricking pixels -- Hacking with stickers and other artifacts -- Chapter 14 Working on Language Processing -- Processing Language -- Defining understanding as tokenization -- Putting all the documents into a bag -- Memorizing Sequences that Matter -- Understanding semantics by word embeddings -- Using AI for Sentiment Analysis -- Chapter 15 Generating Music and Visual Art -- Learning to Imitate Art and Life -- Transferring an artistic style…”

Tabla de Contenidos: “…HBase -- HBasics -- Backdrop -- Concepts -- Whirlwind Tour of the Data Model -- Implementation -- Installation -- Test Drive -- Clients -- Java -- MapReduce -- REST and Thrift -- Building an Online Query Application -- Schema Design -- Loading Data -- Online Queries -- HBase Versus RDBMS -- Successful Service -- HBase -- Praxis -- HDFS -- UI -- Metrics -- Counters -- Further Reading -- Chapter 21. …”

Tabla de Contenidos: “…How Ansible Invokes Modules -- Generate a Standalone Python Script with the Arguments (Python Only) -- Copy the Module to the Host -- Create an Arguments File on the Host (Non-Python Only) -- Invoke the Module -- Expected Outputs -- Output Variables Ansible Expects -- Implementing Modules in Python -- Parsing Arguments -- Accessing Parameters -- Importing the AnsibleModule Helper Class -- Argument Options -- AnsibleModule Initializer Parameters -- Returning Success or Failure -- Invoking External Commands -- Check Mode (Dry Run) -- Documenting Your Module -- Debugging Your Module -- Implementing the Module in Bash -- Specifying an Alternaive Location for Bash -- Example Modules -- Chapter 11. …”

Tabla de Contenidos: “…-- Failure to Cohere -- Detractors -- Summary -- Chapter 11 - Believing Our Own Stories -- Overview -- Increasing Investment Increases Belief -- The Three Traps -- Pitching the Design -- Presenting the Design -- Arguing with Stakeholders -- Confirmation Bias -- Seeking Supporting Data -- Resisting Effort -- Experience Is Not Our Guide -- Success Is Not So Easily Defined -- In a Small Pool, Any Fish Looks Big -- Been There, Done That -- Owning the Stakeholder's Story -- The Stakeholders' Stories Reinforce the Team's Assumptions -- Summary -- Chapter 12 - Unclear Objectives -- Overview -- Explicit and Implicit Objectives -- It Takes a Village ... -- Structural Failures -- Lack of Well-Defined Objectives…”

Tabla de Contenidos: “…-- Seeing the Big Picture -- It's all about your connections -- Looking at a simple battery circuit -- Recognizing Symbols of Power -- Showing where the power is -- Marking your ground -- Labeling Circuit Components -- Analog electronic components -- Digital logic and IC components -- Miscellaneous components -- Knowing Where to Take Measurements -- Exploring a Schematic -- Alternative Schematic Drawing Styles -- Chapter 15 Building Circuits -- Taking a Look at Solderless Breadboards -- Exploring a solderless breadboard -- Sizing up solderless breadboard varieties -- Building Circuits with Solderless Breadboards -- Preparing your parts and tools -- Saving time with prestripped wires -- Laying out your circuit -- Avoiding damaged circuits -- Soldering 101 -- Preparing to solder -- Soldering for success -- Inspecting the joint -- Desoldering when necessary -- Cooling after soldering -- Practicing safe soldering -- Creating a Permanent Circuit -- Exploring a printed circuit board -- Relocating your circuit to a perfboard -- Making a custom circuit board -- Chapter 16 Mastering Your Multimeter to Measure Circuits -- Multitasking with a Multimeter -- It's a voltmeter! …”

Tabla de Contenidos: “…Les prévisions budgétaires successives ont abouti à un résultat final similaire -- Règles de dépenses -- Mesures au niveau des recettes -- Engagements hors bilan -- Encadré 2.2. …”

Tabla de Contenidos: “…-- Introduction -- PART 1: From Insanely Successful Episodes -- Chapter 1: Sequencing the First Segments of Apple's DNA -- 1.1. …”

Tabla de Contenidos: “…The trouble with traditional innovation practices -- Our Problem Space always precedes our Solution Space -- One historical meaning - design "thinking" versus design "doing" -- Yet another meaning - "thinking like a Designer" -- Human-centered design - the philosophical foundation -- Design Thinking's superpower - reframing problems -- Understanding and achieving our intermediate goal - empathy and the empathic understanding -- Pursuing our intermediate goal - human empathy -- Achieving our intermediate goal - empathic understanding -- Understanding and achieving our ultimate goal - a reframed problem -- Reframing - seeking a more fundamental level of outcome need -- Our momentary win - the reframed problem -- The takeaway - what Design Thinking means to us -- Some important sidenotes on Design Thinking -- A bit of history on Design Thinking -- Documented successes of Design Thinking -- Applying Design Thinking properly - with no suppositions about the solution -- The criticisms of Design Thinking -- A broader conceptualization - Humanity-Centered Design -- Back to Intensifi - where are they now in all this? …”

Tabla de Contenidos: “…. -- Implementing authentication filters, login success, and failure handlers -- Getting started -- How to do it... -- How it works... -- Creating user details -- Getting started -- How to do it... -- How it works... -- Generating encrypted passwords -- Getting started -- How to do it... -- How it works... -- Applying Security to MVC methods -- Getting started -- How to do it... -- How it works... -- Creating roles and permissions from the database -- Getting started -- How to do it... -- How it works... -- Managing and storing sessions -- Getting started -- How to do it... -- How it works... -- Solving Cross-Site Request Forgery (CSRF) and session fixation attacks -- Getting started -- How to do it... -- How it works... -- Solving Cross-Site Scripting (XSS) and clickjacking attacks -- Getting started -- How to do it... -- How it works... -- Creating interceptors for login data validation -- Getting started -- How to do it... -- How it works... -- Chapter 5: Cross-Cutting the MVC -- Logging and auditing service methods -- Getting started -- How to do it... -- How it works... -- Managing DAO transactions -- Getting started -- How to do it... -- How it works... -- Monitoring services and request handlers -- Getting started -- How to do it... -- How it works... -- Validating parameters and arguments -- Getting started -- How to do it... -- How it works... -- Managing exceptions -- Getting started -- How to do it... -- How it works... -- Implementing the caching mechanism -- Getting started -- How to do it... -- How it works... -- Intercepting request transactions -- Getting started -- How to do it... -- How it works... -- Implementing user authentication -- Getting started -- How to do it... -- How it works... -- Accessing with restrictions -- Getting started -- How to do it... -- How it works…”

Tabla de Contenidos: “…. -- Match ranges against individual items -- Check if multiple insertions into a set are successful -- Check if all the parameters are within a certain range -- Pushing multiple items into a vector -- Chapter 2: STL Containers -- Introduction -- Contiguous storage -- List storage -- Search trees -- Hash tables -- Container adapters -- Using the erase-remove idiom on std::vector -- How to do it... -- How it works... -- There's more... -- Deleting items from an unsorted std::vector in O(1) time -- How to do it... -- How it works... -- Accessing std::vector instances the fast or the safe way -- How to do it... -- How it works... -- There's more... -- Keeping std::vector instances sorted -- How to do it... -- How it works... -- There's more... -- Inserting items efficiently and conditionally into std::map -- How to do it... -- How it works... -- There's more…”

Tabla de Contenidos: “…-- Building Queries with the MDX Query Designer -- Modifying an MDX Query -- Adding Nonadditive Measures -- When to Use the Aggregate Function -- MDX Properties and Cube Formatting -- Drill-Through Reports -- Parameter Safety Precautions -- Best Practices and Provisions -- Summary -- Chapter 11: SSAS Reporting Advanced Techniques -- Building a Dynamic Cube Browser with SSRS -- Cube Dynamic Rows -- Cube Dynamic Rows Anatomy -- Cube Dynamic Rows Summary -- Cube Dynamic Rows Expanded -- MDX Query Modifications -- Design Surface Modifications -- Cube Restricting Rows -- Designing the Report -- Cube Metadata -- Designing the Report -- Adding Other Cube Metadata -- Cube Browser -- Anatomy of the Reports -- Behind the Scenes -- Final Thoughts -- Summary -- Chapter 12: Expressions and Actions -- Basic Expressions Recap -- Using the Expression Builder -- Calculated Fields -- Conditional Expressions -- The IIF() Function -- Using Custom Code -- Using Custom Code in a Report -- Links and Drill-Through Reports -- Reporting on Recursive Relationships -- Actions and Report Navigation -- Summary -- Part IV: Solution Patterns -- Chapter 13: Report Projects and Consolidation -- SSDT Solutions and Projects -- Project Structure and Development Phases -- Shared Datasets and Data Sources -- Key Success Factors -- Report Specifications -- Report Template -- Version Control -- Setting Up Version Control -- Getting the Latest Version -- Viewing a Report's History…”

Tabla de Contenidos: “…-- PART I - PROJECT MANAGEMENT -- CHAPTER 1 - Project Management Concepts -- Project Phases/Processes Summary -- Roles and Responsibilities -- General Start Questions -- Perfect Phrases to Start a Project -- PART II - PROJECT INITIATION -- CHAPTER 2 - Perfect Phrases to Identifythe Need for a Project -- Perfect Phrases to Determine If This Is Really a Project -- Perfect Phrases to Clarify Why a Project Is Needed -- Perfect Phrases to Distinguish Project Management from Operations -- Perfect Phrases to Clarify the Purpose and Value of the Project -- Perfect Phrases to Identify the Project's Sponsor or Champion -- Perfect Phrases to Identify Managerial Constraints and Assumptions -- Perfect Phrases to Define the Project's Success Measures -- CHAPTER 3 - Creating the Project Charter -- Perfect Phrases for Discussing Project Goals and Benefits -- Perfect Phrases for Discussing Project Scope -- Perfect Phrases for Discussing Project Quality -- Perfect Phrases for Discussing Project Resources -- Perfect Phrases for Developing the Charter -- PART III - PROJECT PLANNING -- CHAPTER 4 - Perfect Phrases to Set the Stagefor Project Planning -- Perfect Phrases to Clarify Why Planning Is Necessary -- Perfect Phrases to Estimate a Range of Dates and Costs for Delivery -- Perfect Phrases to Discuss the Real Risks Associated with Projects -- Perfect Phrases to Begin Discussions About Project Risk -- Perfect Phrases to Define What Type of Project Is Needed: Scope -- Perfect Phrases for Clarifying Scope Boundaries with Management -- Identify and Track Issues That Might Arise -- Perfect Phrases to Discuss Issues -- CHAPTER 5 - Perfect Phrases to Define theScope and the Boundariesof the Project -- Perfect Phrases to Define Acceptance Criteria…”

Tabla de Contenidos: “…Evaluating the integral -- Case 3: Distinct quadratic factors -- Setting up partial fractions -- Solving for unknowns A, B, and C -- Evaluating the integral -- Case 4: Repeated quadratic factors -- Setting up partial fractions -- Solving for unknowns A, B, C, and D -- Evaluating the integral -- Beyond the Four Cases: Knowing How to Set Up Any Partial Fraction -- Integrating Improper Rationals -- Distinguishing proper and improper rational expressions -- Trying out an example -- Part 5 Applications of Integrals -- Chapter 12 Forging into New Areas: Solving Area Problems -- Breaking Us in Two -- Improper Integrals -- Getting horizontal -- Going vertical -- Handling asymptotic limits of integration -- Piecing together discontinuous integrands -- Finding the Unsigned Area of Shaded Regions on the xy-Graph -- Finding unsigned area when a region is separated horizontally -- Crossing the line to find unsigned area -- Calculating the area under more than one function -- Measuring a single shaded region between two functions -- Finding the area of two or more shaded regions between two functions -- The Mean Value Theorem for Integrals -- Calculating Arc Length -- Chapter 13 Pump Up the Volume: Using Calculus to Solve 3-D Problems -- Slicing Your Way to Success -- Finding the volume of a solid with congruent cross sections -- Finding the volume of a solid with similar cross sections -- Measuring the volume of a pyramid -- Measuring the volume of a weird solid -- Turning a Problem on Its Side -- Two Revolutionary Problems -- Solidifying your understanding of solids of revolution -- Skimming the surface of revolution -- Finding the Space Between -- Playing the Shell Game -- Peeling and measuring a can of soup -- Using the shell method without inverses -- Knowing When and How to Solve 3-D Problems -- Chapter 14 What's So Different about Differential Equations?…”

Tabla de Contenidos: “…Supporting schools design and implement effective well-being policies -- Opportunities -- KHDA's surveys provide valuable information on well-being -- Well-being is a central topic of KHDA's school peer-learning activities -- Schools have access to some resources to support the implementation of well-being programmes -- Since the start of the COVID-19 pandemic, KHDA and DSIB have increased regular support to schools on well-being -- The Abundance programme is a successful model of peer-learning between schools -- Areas for improvement…”