Tabla de Contenidos: “…Using the model for inference -- Summary -- References -- Chapter 16: Vision-Based Defect Detection System - Machines Can See Now! -- Technical requirements -- Vision-based defect detection -- Dataset -- Importing useful libraries -- Loading and verifying data -- Checking few samples -- Data preparation -- Splitting data into train and test -- Final preparation of training and testing data -- TF model architecture -- Compiling the model -- Training the model -- Plotting the training progress -- Results -- Deploying a vision model to a Vertex AI endpoint -- Saving model to Google Cloud Storage (GCS) -- Uploading the TF model to the Vertex Model Registry -- Creating a Vertex AI endpoint -- Deploying a model to the Vertex AI endpoint -- Getting online predictions from a vision model -- Summary -- Chapter 17: Natural Language Models - Detecting Fake News Articles! …”

Tabla de Contenidos: “…Einordnung aus heutiger Sicht -- a) Zeit- und rechtshistorischer Kontext -- b) Rezeption in der modernen Short-termism-Debatte -- 2 Problemdefinition der modernen Ökonomie -- I. I know it when I see it -- II. Definitionsversuche -- 1. Allgemeine Definitionen -- a) Ansatz und Formulierung -- b) Praktische versus theoretische Operationalisierung -- 2. …”

Tabla de Contenidos: “…Using mass storage -- Chapter 9 The PC's Graphics System -- Graphical Guts -- Discovering the display adapter -- Attaching the monitor -- The Monitor, the Screen, the Display -- Classifying monitor types -- Measuring a monitor -- Reading monitor messages -- Working the monitor's controls -- Windows Controls What You See -- Setting monitor resolution -- Adding more monitors -- Orienting a monitor -- Chapter 10 Input This! …”

Tabla de Contenidos: “…-- In-app purchase product types -- In-app billing -- See how in-app purchases can be implemented -- The case of the Empurror -- Applying a pricing strategy to your store listing -- Summary -- Chapter 18: Continuous Deployment -- Continuous Deployment = Continuous Integration and Delivery -- Continuous Integration -- Continuous Delivery -- Repository and Git workflow -- Automated tests -- An example of a continuous workflow for an Android app -- Building variants -- The Gradle way -- productFlavors -- sourceSets -- buildTypes -- signingConfigs -- Using TeamCity as build agent -- Automated deploy and delivery -- Self hosted -- HockeyApp or Fabric beta -- Fastlane, alpha/beta Play Store, and iTunes beta -- DevOps -- Summary -- Chapter 19: Building an Unfair Advantage -- Introduction - it's not just about your app -- Digging your moat with intangible assets -- Protecting your work with IP laws -- Why you should care - Business-destroying patent trolls -- How IP laws can protect your app and business -- How to defend your intellectual property -- Going on the legal offensive -- The network effect and platforms -- The network effect -- The platform effect -- Making use of vertical markets -- Why target vertical markets? …”

Tabla de Contenidos: “…-- History of Master Data Management -- Overview of Other Master Data Management Solutions -- ERP Systems as MDM Solutions -- Specialized Master Data Management Solutions -- Catering to the Titans -- Microsoft's Solution to Master Data Management -- New Features of MDS in SQL Server 2012 -- What Master Data Services Still Delivers -- The Value Proposition -- About the Sample Company -- Summary -- Chapter 2: Installation and Configuration -- Determining the Initial Scope of Your Project -- About the Main Street Clothing Company Implementation -- Preparing the Web Server -- Windows 7 Web Application Requirements -- Windows Server 2008 R2 Web Application Requirements -- Installing Master Data Services -- Procedure: How to Install Master Data Services -- About MDS Configuration Manager -- Creating an MDS Database -- Procedure: How to Create an MDS Database -- About System Settings -- Creating the Master Data Manager Web Application -- Procedure: How to Create a Master Data Manager Website (Optional) -- Procedure: How to Create a Master Data Manager Web Application -- Procedure: How to Associate the MDS Database with the Web Application -- Securing Your Web Application -- Getting the Latest Version of MDS -- Upgrading 2008 R2 MDS -- Repairing the MDS Database -- Summary -- Chapter 3: Starting an MDS Project -- How Do I Know Master Data When I See It? -- Business Process Models -- System Roles -- System of Entry -- System of Record -- Subscribing System -- Mapping the Data…”

Tabla de Contenidos: “…-- Chapter 24 Zeroing in on Consumer Target Markets -- Chapter 25 Forecasting Demand -- Forecasting Believable and Realistic Demand (Not What You Think a VC Wants to See) -- Chapter 26 Competition: Keep Your Friends Close and Your Enemies Closer -- Observe and Learn -- Competitive Information Sources -- Chapter 27 Anticipate the Unexpected: Research Macro-Environmental Factors -- Macro-Environmental Factors -- Seize Advantage in a Downturn -- Summarize the Secondary Research Plan -- Chapter 28 Get Smart: Talk to Your Customers -- Developing Your Primary Research Plan -- Tips for Creating a Customer Survey -- Online Survey Tools -- Chapter 29 Social Media and Online Tools Enable Real-Time Research -- News Aggregators -- Using Social Media for Real-Time Research -- Social Networking and Bookmarking…”

Tabla de Contenidos: “…3.2.2 Collection -- 3.2.3 Analysis and Processing -- 3.2.4 Production -- 3.2.5 Dissemination -- 3.2.6 Review -- 3.3 Situational Awareness -- 3.3.1 Example - 2013 Target Breach -- 3.4 Goal Oriented Security and Threat Modelling -- 3.5 Strategic, Operational, and Tactical Intelligence -- 3.5.1 Strategic Intelligence -- 3.5.1.1 Example - Lazarus Group -- 3.5.2 Operational Intelligence -- 3.5.2.1 Example - SamSam -- 3.5.3 Tactical Intelligence -- 3.5.3.1 Example - WannaCry -- 3.5.4 Sources of Intelligence Reports -- 3.5.4.1 Example - Shamoon -- 3.6 Incident Preparedness and Response -- 3.6.1 Preparation and Practice -- Summary -- References -- Chapter 4 Collecting Intelligence -- 4.1 Hierarchy of Evidence -- 4.1.1 Example - Smoking Tobacco Risk -- 4.2 Understanding Intelligence -- 4.2.1 Expressing Credibility -- 4.2.2 Expressing Confidence -- 4.2.3 Understanding Errors -- 4.2.3.1 Example - the WannaCry Email -- 4.2.3.2 Example - the Olympic Destroyer False Flags -- 4.3 Third Party Intelligence Reports -- 4.3.1 Tactical and Operational Reports -- 4.3.1.1 Example - Heartbleed -- 4.3.2 Strategic Threat Reports -- 4.4 Internal Incident Reports -- 4.5 Root Cause Analysis -- 4.6 Active Intelligence Gathering -- 4.6.1 Example - the Nightingale Floor -- 4.6.2 Example - the Macron Leaks -- Summary -- References -- Chapter 5 Generating Intelligence -- 5.1 The Intelligence Cycle in Practice -- 5.1.1 See it, Sense it, Share it, Use it -- 5.1.2 F3EAD Cycle -- 5.1.3 D3A Process -- 5.1.4 Applying the Intelligence Cycle -- 5.1.4.1 Planning and Requirements -- 5.1.4.2 Collection, Analysis, and Processing -- 5.1.4.3 Production and Dissemination -- 5.1.4.4 Feedback and Improvement -- 5.1.4.5 The Intelligence Cycle in Reverse -- 5.2 Sources of Data -- 5.3 Searching Data -- 5.4 Threat Hunting -- 5.4.1 Models of Threat Hunting -- 5.4.2 Analysing Data…”

Tabla de Contenidos: “…Identify the problems. What problems do you see? -- 2. Add tests and de-risk change -- 3. Implement change and improve maintainability -- Challenge -- Updating an existing e-commerce site -- Assignment -- Knowledge check -- Summary -- Chapter 11: Data Exploration with ChatGPT -- Introduction -- Business problem -- Problem and data domain -- Dataset overview -- Feature breakdown -- Prompting strategy -- Strategy 1: Task-Actions-Guidelines (TAG) prompt strategy -- Strategy 2: Persona-Instructions-Context (PIC) prompt strategy -- Strategy 3: Learn-Improvise-Feedback-Evaluate (LIFE) prompt strategy -- Data exploration of the Amazon review dataset using the free version of ChatGPT -- Feature 1: Loading the dataset -- Feature 2: Inspecting the data -- Feature 3: Summary statistics -- Feature 4: Exploring categorical variables -- Feature 5: Rating distribution -- Feature 6: Temporal trends -- Feature 7: Review length analysis -- Feature 8: Correlation study -- Data exploration of the Amazon review dataset using ChatGPT-4o -- Assignment -- Challenge -- Summary -- Chapter 12: Building a Classification Model with ChatGPT -- Introduction -- Business problem -- Problem and data domain -- Dataset overview -- Breaking the problem down into features -- Prompting strategy -- Strategy 1: Task-Actions-Guidelines (TAG) prompt strategy -- Strategy 2: Persona-Instructions-Context (PIC) prompt strategy -- Strategy 3: Learn-Improvise-Feedback-Evaluate (LIFE) prompt strategy -- Building a sentiment analysis model to accurately classify Amazon reviews using the free version of ChatGPT -- Feature 1: Data preprocessing and feature engineering -- Feature 2: Model selection and baseline training -- Feature 3: Model evaluation and interpretation -- Feature 4: Handling imbalanced data -- Feature 5: Hyperparameter tuning -- Feature 6: Experimenting with feature representation…”

Tabla de Contenidos: “…-- 12.1 Introduction and Literature Review -- 12.2 Methodology -- 12.3 Findings -- 12.3.1 Background, Qualifications and Experience -- 12.3.2 Teaching in Ireland -- 12.4 Discussion and Conclusion -- Note -- References -- Chapter 13: 'No One Sees a Traveller at the Top of the Class': Experiences of Irish Travellers on Programmes Supporting Teacher Diversity…”

Tabla de Contenidos: “…-- Git basics -- First-time setup -- Initialize a new Git repository -- Make and see changes -- Stage and commit changes -- Optional: add a remote Git repository -- Pushing and pulling -- Cloning a repository -- Terms you might come across -- Repository -- Bare repository -- Branch -- Main/master branch -- HEAD -- Tag -- Shallow -- Merging -- Merge commit -- Merge conflict -- Stash -- Pull request -- Cherry-picking -- Bisecting -- Rebasing -- Best practices for commit messages -- Good commit messages -- GUIs -- Useful shell aliases -- Poor man's GitHub -- Considerations -- 1. …”

Tabla de Contenidos: “…-- Chapter 1 Hey, It Really Does Have Everything I Need -- An Overview of Your Mac Laptop -- The parts you probably recognize -- That magnificent screen -- The keyboard and trackpad -- Food for your ears -- The power cable -- The power button -- The FaceTime HD camera -- The battery -- The holes called ports -- Don't forget the parts you can't see -- Meet the MacBooks -- Comparing the MacBooks -- What are the similarities? …”

Tabla de Contenidos: “…-- What is your greatest weakness? -- Where do you see yourself in 5 years? -- Why should we hire you?…”

Tabla de Contenidos: “…Introducing the Building Blocks for Unity Scripts -- Using the term method instead of function -- Understanding what a variable does in a script -- Naming a variable -- A variable name is just a substitute for a value -- Time for action - creating a variable and seeing how it works -- What just happened? -- Time for action - changing the number 9 to a different number -- What just happened? …”

Tabla de Contenidos: “…Time for action - avoiding errors while converting the estimated time from string to integer -- The error handling functionality -- Time for action - configuring the error handling to see the description of the errors -- Personalizing the error handling -- Summary -- Chapter 3: Manipulating Real-world Data -- Reading data from files -- Time for action - reading results of football matches from files -- Input files -- Input steps -- Reading several files at once -- Time for action - reading all your files at a time using a single text file input step -- Time for action - reading all your files at a time using a single text file input step and regular expressions -- Regular expressions -- Troubleshooting reading files -- Sending data to files -- Time for action - sending the results of matches to a plain file -- Output files -- Output steps -- Getting system information -- Time for action - reading and writing matches files with flexibility -- The Get System Info step -- Running transformations from a terminal window -- Time for action - running the matches transformation from a terminal window -- XML files -- Time for action - getting data from an XML file with information about countries -- What is XML? …”

Tabla de Contenidos: “…Chapman Hybrid II -- Chapman Hybrid III -- Chapman Sidewinder -- 16 Precision Cadillac Track and Chapman Lencin -- 17 Fluid and remote heads -- Flight head (remote) -- Hot head (remote) -- Kenworthy Snorkel camera systems (remote) -- Libers III (remote) -- Oppenheimer Spin-Axis 360 head (remote) -- Pearson fluid head -- Power pod (remote) -- Weaver/Steadman fluid head -- Weaver/Steadman's "ds RemoteTM" (remote) -- 18 Field operation -- How to build a dance floor (for the dolly) -- Leveling the sub-floor -- Lay the plywood -- ABS/Sintra -- Dance floor wedges -- Setting your dolly marks -- Accessorize your dolly -- An exterior tee marker -- Dollies -- Laying dolly track -- Installing the dolly on the track -- Making a correction -- Marks -- Courtesy grease cover -- A complement of tapes (dog collar) -- Setting dolly planks -- Rolling track cart -- Dolly tricks of the trade that will help you -- Stake bed racks (grip manufactured) -- Ladder rack set-up -- The "Putter Scooter" (aka butt dolly) -- Other butt scooters (Putter Scooters) (grip manufactured) -- The Studebaker -- Butt rail dolly (four foot long shown) -- Shopping cart dolly -- Dolly ramps -- Protective caps for dolly track (made from PVC) -- Quick tricks -- Rainproof your microphone -- Truck load chart -- Make a city skyline on a set -- Aircraft on flatbed -- Cover unwanted sprinklers -- Shower cap -- Hiding a frame's edge -- Tying down an easy-up leg -- Proper bagging ("see, the full weight is off the ground") -- Wind stick on floppy flag -- Push pin in crouch tip (for ready use) -- Tape shim -- High-roller transport -- Camera safety shields -- Making diffusion frames -- Using newspapers at a "cutter and light diffusion" (clever!) …”

Tabla de Contenidos: “…Understanding Mac OS X User Accounts -- Creating and Configuring User Accounts -- Logging Out and Configuring Login Options -- Enabling the Root User Account -- 22 Managing Your Desktop with Exposé and Spaces -- Taking Control of Your Desktop -- Managing Your Running Applications -- Managing Open Windows with Exposé -- Creating, Using, and Managing Spaces -- 23 Managing and Using Fonts -- Understanding the Architecture of Characters -- Installing and Managing Mac OS X Fonts -- Using the Fonts Panel -- Working with the Character Viewer -- 24 Making Your Mac Accessible to Everyone -- Understanding Universal Access -- Configuring and Using Seeing Assistance -- Configuring and Using Hearing Assistance -- Configuring Keyboard Assistance -- Configuring and Using Mouse Assistance -- Configuring and Using Speech Recognition -- 25 Making Your Mac Do the Work for You with Automator -- Getting to Know Automator -- Creating Your Own Workflows -- Learning How to Automate Your Mac by Example -- 26 Working with the Mac OS X Command Line -- Using the Unix Command Line with Mac OS X -- Learning Unix by Example -- Working with Basic Unix Applications -- Unix Resources -- 27 Using the Mac OS X Notebook Features -- Using Mac OS X on a Mobile Computer -- Managing Your Mobile Mac's Power -- Controlling Your Mobile Mac with Function Keys -- Using and Configuring the Trackpad -- Configuring and Using Locations -- Keeping Your Files in Sync -- 28 Working with Dashboard and Widgets -- Using Dashboard and Widgets -- Configuring Widgets -- Configuring Dashboard -- Finding and Installing More Widgets -- 29 Running Windows and Windows Applications -- Choosing How to Run Windows on a Mac -- Using Boot Camp to Run Windows on a Mac -- Using Parallels Desktop for Mac to Run Windows Virtually on a Mac -- Protecting Windows on a Mac from Attack -- V: Working with Devices in Mac OS X.…”

Tabla de Contenidos: “…-- How to Obtain More Information -- CAQC Disclaimer -- Contents -- Check-In -- May I See Your Passport? -- Your Travel Agent: Mike Meyers -- Your Destination: CompTIA Network+ Certification -- Why the Travel Theme? …”

Tabla de Contenidos: “…A Word: If The deal Goes South While You're In negotiations -- After You Sign the Deal -- Part II Getting Started: Nail Your First 90 days -- Chapter Six Define Your Goals and Align With your CEO and Board on success -- Your First 90 Days: Onboarding to Your New Role and Proving Your Value to the Organization -- Don't Be shy About Making An impact Right Away -- Get Points on the Board Early by Focusing on Accomplishing Several Low Effort, High Impact Initiatives In your First 90 days -- Work With your CEO to identify Success -- "Are We seeing The same Game?" -- Advice From a CEO To startup Executives: Remember That The CEO Role Is Tough -- Onboarding Successfully As a Startup Leader Requires Balancing Short-term Wins With long-term Priorities -- Setting Your Objectives and Key Results (OKRs) -- Setting OKRs-example: Sample Marketing OKRs -- Okrs and Bonus Compensation -- Delivering Your First Quarterly Business Review (QBR) -- Here's a Guide for What to Include in Your First 90-day QBR Presentation -- Chapter Seven Build Key Relationships: CEO, Board, Team -- Building A relationship With your CEO And/or Co-founder -- Here's a Sample CEO 1:1 Agenda -- Building Trust with Your CEO: Values Alignment -- Set Up Communication Expectations with Your CEO and Leadership Team -- Get to Know Your Cross-functional Partners and Build Rapport -- Learn How Your Key Stakeholders Like to Work -- Don't Be Afraid to Disagree-respectfully -- Why Companies Bring in "Big Company Executives" and How to Work with Them If You're Coming from a Startup Background -- Building Strong Relationships With your Board -- Managing to your Board's Expectations -- Learn The interests, Hobbies, and Family Members of your Executive Team -- Chapter Eight Know Thyself: Strengths, Weaknesses, and Areas To improve -- Your Relationship With yourself As a Startup Leader…”

Tabla de Contenidos: “…Workers with AI skills earn significant wage premiums, but it is too soon to see AI's effects on labour productivity -- 4.1.1. …”

Tabla de Contenidos: “…Adding video from your computer -- Adding video using the embed block -- Inserting Audio Files into Your Blog Posts -- Inserting Audio Using the Embed Block -- Podcasting with WordPress -- Book 5 Examining Social Media and SEO -- Chapter 1 Understanding Analytics -- Understanding the Importance of Analytics -- Exploring the Options for Tracking Data -- Understanding Key Analytics Terminology -- Adding Google Analytics to Your WordPress Site -- Signing up for Google Analytics -- Installing the tracking code -- Verifying that you installed the code properly -- Using the data from the plugin -- Chapter 2 Monitoring Your Brand on the WordPress Dashboard -- Exploring Reasons for a Social Media Listening Hub -- Eavesdropping on yourself -- Keeping tabs on your brand -- Exploring Different Listening Tools -- Monitoring with Google Alerts -- Tracking conversations on Twitter with RSS -- Searching communities with Boardreader -- Creating Your Own Personal Monitoring Mix -- Editing the Dashboard to Create a Listening Post -- Chapter 3 Maximizing Your Site with Search Engine Optimization -- Understanding the Importance of Search Engine Optimization -- Outlining the Advantages That WordPress Presents for SEO -- Understanding How Search Engines See Your Content -- Using links as currency -- Submitting to search engines and directories -- Optimizing Your Site under the Hood -- Metadata -- The robots.txt file -- Researching Your Niche -- Creating Search Engine Strategies -- Setting up your site -- Improving your site's SEO practices -- Dealing with duplicate content -- Creating an editorial SEO list/calendar -- Establishing a routine for publishing on your site -- Creating a link-building strategy -- Chapter 4 Exploring Popular SEO Plugins -- Exploring Must-Use Plugins for SEO Best Practices -- Yoast SEO -- XML Sitemap Generator for Google -- Redirection…”