Tabla de Contenidos: “…-- Applications of predictive analytics -- Predictive analytics issues with real data -- Partial and scarce training data -- Bias -- Cost -- Case studies of utilizing synthetic data for predictive analytics -- Provinzial and synthetic data -- Healthcare benefits from synthetic data in predictive analytics -- Amazon fraud transaction prediction using synthetic data -- Summary -- Chapter 13: Best Practices for Applying Synthetic Data -- Unveiling the challenges of generating and utilizing synthetic data -- Domain gap -- Data representation -- Privacy, security, and validation -- Trust and credibility -- Domain-specific issues limiting the usability of synthetic data -- Healthcare -- Finance -- Autonomous cars -- Best practices for the effective utilization of synthetic data -- Summary -- Part 5: Current Challenges and Future Perspectives -- Chapter 14: Synthetic-to-Real Domain Adaptation -- The domain gap problem in ML -- Sensitivity to sensors' variations -- Discrepancy in class and feature distributions -- Concept drift -- Approaches for synthetic-to-real domain adaptation -- Domain randomization -- Adversarial domain adaptation -- Feature-based domain adaptation -- Synthetic-to-real domain adaptation - issues and challenges -- Unseen domain -- Limited real data -- Computational complexity -- Synthetic data limitations -- Multimodal data complexity -- Summary -- Chapter 15: Diversity Issues in Synthetic Data -- The need for diverse data in ML -- Transferability -- Better problem modeling -- Security -- Process of debugging -- Robustness to anomalies -- Creativity -- Inclusivity -- Generating diverse synthetic datasets -- Latent space variations…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Foreword -- Contributors -- Table of Contents -- Preface -- Part 1: Introducing OpenAI's Whisper -- Chapter 1: Unveiling Whisper - Introducing OpenAI's Whisper -- Technical requirements -- Deconstructing OpenAI's Whisper -- The marvel of human vocalization - Understanding voice and speech -- Understanding the intricacies of speech recognition -- OpenAI's Whisper - A technological parallel -- The evolution of speech recognition and the emergence of OpenAI's Whisper -- Exploring key features and capabilities of Whisper -- Speech-to-text conversion -- Translation capabilities -- Support for diverse file formats -- Ease of use -- Multilingual capabilities -- Large input handling -- Prompts for specialized vocabularies -- Integration with GPT models -- Fine-tunability -- Voice synthesis -- Speech diarization -- Setting up Whisper -- Using Whisper via Hugging Face's web interface -- Using Whisper via Google Colaboratory -- Expanding on the basic usage of Whisper -- Summary -- Chapter 2: Understanding the Core Mechanisms of Whisper -- Technical requirements -- Delving deeper into ASR systems -- Definition and purpose of ASR systems -- ASR in the real world -- Brief history and evolution of ASR technology -- The early days - Pattern recognition approaches -- Statistical approaches emerge - Hidden Markov models and n-gram models -- The deep learning breakthrough -- Ongoing innovations -- Exploring the Whisper ASR system -- Understanding the trade-offs - End-to-end versus hybrid models -- Combining connectionist temporal classification and transformer models in Whisper -- The role of linguistic knowledge in Whisper -- Understanding Whisper's components and functions -- Audio input and preprocessing -- Acoustic modeling -- Language modeling -- Decoding -- Postprocessing…”

“…The book that the reader has in his hands is a study on the process of evolution of the institution of the public scribe of the Council and its transformation into the Town Hall secretary in the 19th century, as well as the evolution of these civil servants until the disappearance of the national public servants of Local Administration and their reconversion into the current civil servants of Local Administration with national qualification. …”

Tabla de Contenidos: “…-- Finding a giant and then standing on his shoulders -- Adding until you overfit, then regularizing -- Practical advice -- Which hyperparameters should we optimize? …”

Tabla de Contenidos: “…Single expressions functions -- Overriding a function -- Data classes -- Objects -- Companion objects -- Kotlin idioms -- String interpolation -- Smart Casts -- Range expressions -- Simple case -- The until case -- The downTo case -- Step case -- Null safety -- Safe calls -- Elvis operator -- Wrapping it up -- Creating the project -- Project use case -- Creating the project with Spring Initializr -- Adding Jackson for Kotlin -- Looking for the Maven plugins for Kotlin -- Creating a Docker network for our application -- Pulling the Redis image from the Docker Hub -- Running the Redis instance -- Configuring the redis-cli tool -- Understanding Redis -- Data types -- Strings -- Main commands -- Lists -- Main commands -- Sets -- Main commands -- Spring Data Reactive Redis -- Configuring the ReactiveRedisConnectionFactory -- Providing a ReactiveRedisTemplate -- Creating Tracked Hashtag repository -- Creating the service layer -- Exposing the REST resources -- Creating a Twitter application -- Configuring pom.xml -- Creating the image -- Running the container -- Testing APIs -- Summary -- Chapter 5: Reactive Web Clients -- Creating the Twitter Gathering project -- Project structure -- Starting the RabbitMQ server with Docker -- Pulling the RabbitMQ image from Docker Hub -- Starting the RabbitMQ server -- Spring Messaging AMQP -- Adding Spring AMQP in our pom.xml -- Integrating Spring Application and RabbitMQ -- Understanding RabbitMQ exchanges, queues, and bindings -- Exchanges -- Direct exchanges -- Fanout exchanges -- Topic exchanges -- Header exchanges -- Queues -- Bindings -- Configuring exchanges, queues, and bindings on Spring AMQP -- Declaring exchanges, queues, and bindings in yaml -- Declaring Spring beans for RabbitMQ -- Consuming messages with Spring Messaging -- Producing messages with Spring Messaging -- Enabling Twitter in our application…”

Tabla de Contenidos: “…Discerning between public charities and private foundations -- Establishing public charity status -- Describing your activities -- Reporting salaries and conflicts of interest -- Dealing with financial information -- Collecting the other materials -- Paying the fee -- Navigating possible contribution barriers until tax-exemption status is approved -- Chapter 6 Adhering to Nonprofit Status Requirements -- Disclosing What You Need to Disclose -- What you do need to show -- What you don't need to show -- Using the web to satisfy disclosure requirements -- Avoiding Excessive Payments and Politicking -- Determining reasonable pay and benefits -- Using caution when getting involved in politics -- Why all the fuss? …”

“…Hams are also good in a crisis, keeping communications alive and crackling during extreme weather events and loss of communications until regular systems like cell phones and the internet are restored. …”

Tabla de Contenidos: “…Subshell quoting to preserve spacing and the newline character -- Reading n characters without pressing the return key -- How to do it... -- Running a command until it succeeds -- How to do it... -- How it works... -- There's more... -- A faster approach -- Adding a delay -- Field separators and iterators -- Getting ready -- How to do it... -- Comparisons and tests -- How to do it... -- Customizing bash with configuration files -- How to do it... -- Chapter 2: Have a Good Command -- Introduction -- Concatenating with cat -- How to do it... -- There's more... -- Getting rid of extra blank lines -- Displaying tabs as ^I -- Line numbers -- Recording and playing back terminal sessions -- Getting ready -- How to do it... -- How it works... -- Finding files and file listing -- Getting ready -- How to do it... -- There's more... -- Search based on name or regular expression match -- Negating arguments -- Searching based on the directory depth -- Searching based on file type -- Searching by file timestamp -- Searching based on file size -- Matching based on file permissions and ownership -- Performing actions on files with find -- Deleting based on file matches -- Executing a command -- Skipping specified directories when using the find command -- Playing with xargs -- Getting ready -- How to do it... -- How it works... -- There's more... -- Passing formatted arguments to a command by reading stdin -- Using xargs with find -- Counting the number of lines of C code in a source code directory -- While and subshell trick with stdin -- Translating with tr -- Getting ready -- How to do it... -- How it works... -- There's more... -- Deleting characters using tr -- Complementing character sets -- Squeezing characters with tr -- Character classes -- Checksum and verification -- Getting ready -- How to do it... -- How it works... -- There's more…”

Tabla de Contenidos: “…Force relogin after Login-As-User -- Require HttpOnly attribute -- Use POST requests for cross-domain sessions -- Enforce login IP ranges on every request -- Caching -- Enable caching and autocomplete on login page -- Enable secure and persistent browser caching to improve performance -- Enable user switching -- Remember Me until logout -- Identity verification -- Enable the SMS method of identity verification -- Require security tokens for API logins from callouts (API version 31.0 and earlier) -- Allow location-based automated verifications with Salesforce Authenticator -- Allow only from trusted IP addresses -- Lightning Login -- Allow Lightning Login -- Clickjack protection -- Enable clickjack protection for setup pages -- Enable clickjack protection for non-setup Salesforce pages -- Enable clickjack protection for customer Visualforce pages with standard headers -- Enable clickjack protection for customer Visualforce pages with headers disabled -- Cross-Site Request Forgery (CSRF) protection -- Enable CSRF protection on GET requests on non-setup pages -- Enable CSRF protection on POST requests on non-setup pages -- Content Security Policy protection -- Session security levels -- Logout page settings -- Logging in as another user -- Creating a guide to help users grant login access to you -- Creating custom user fields -- Salesforce.com Health Check -- Health Check Score -- The Salesforce Baseline standard -- Questions to test your knowledge -- Questions -- Question 1 - standard profiles -- Question 2 - permission sets -- Question 3 - User records -- Question 4 - Password Policies -- Answers -- Answer 1 - standard profiles -- Answer 2 - permission sets -- Answer 3 - user records -- Answer 4 - password policies -- Summary -- Chapter 3: Configuring Objects and Apps -- The relationship between a profile and the features that it controls -- Objects…”

Tabla de Contenidos: “…. -- Locking one thread until the contended resources are available -- Getting ready -- How to do it... -- How it works... -- Invoking parallel calls to methods using Parallel.Invoke -- Getting ready -- How to do it... -- How it works... -- Using a parallel foreach loop -- Getting ready -- How to do it... -- How it works... -- Cancelling a parallel foreach loop -- Getting ready -- How to do it... -- How it works... -- Catching errors in parallel foreach loops -- Getting ready -- How to do it... -- How it works... -- Debugging multiple threads -- Getting ready -- How to do it... -- How it works... -- Chapter 9: Composing Event-Based Programs Using Reactive Extensions -- Introduction -- Installing Rx -- Getting ready -- How to do it... -- How it works... -- Events versus observables -- Getting ready -- How to do it... -- How it works... -- Using LINQ to perform queries -- Getting ready -- How to do it... -- How it works... -- Using schedulers in Rx -- Getting ready -- How to do it... -- How it works... -- Debugging lambda expressions -- Getting ready -- How to do it... -- How it works…”

“…Using narratives and legal sources from the Torah, Midrash and Talmud, medieval codifications and legal opinions, he vividly traces the unfolding of legal concepts throughout three millennia and illustrates their impact on the life of Jewish communities until modern times…”

Tabla de Contenidos: “…Regions and Cities Must Lead the Way -- False Narratives and Tackling Climate Change -- The Luntz Memo's Deleterious Effect -- Beware the Danger of False Narratives and Rabbit Holes -- Social Media and Amoral, Unthinking Algorithms -- Talk About It: How Conversations Can Change Minds and Advance the Green Consensus -- Sewerage, Libraries, and Taxation -- Pension Demographics and Longevity -- Scotland's Big Climate Conversation -- Talking Together Changes Our Story and Our Outcomes -- Create Narratives That Resonate With a Locale and With Your Community -- Narrative Shifts Can Be Slow Until They Are Sudden -- The Greta Effect -- Extinction Rebellion's Direct Effect -- Climate Change Narratives Are Also Spiritual -- Declaring an Emergency Shifts the Narrative -- Americans Are Changing Their Climate Story -- The End of the Luntz Effect -- The Biden Administration Policy Shift Supports a Global Climate Break Point -- Devolution of the Climate Change Dialogue and the Ability to Act -- The UK Example -- Cities as Hubs of Green Innovation and Sustainable Liveability -- Cities and the Built Environment -- Transport, Mobility, and Our Cityscapes -- Powering Our Communities -- A Better, Localized, Green, Sustainable, Liveable Future -- Constructing New Tales and Travelling With Them Into the Future -- References -- 8 On Decarbonization, Economic Growth, and a Just Transition -- Growth Or No Growth -- Optimism Or Doom and Disaster - a False Choice -- New Contours for a Green Tomorrow -- Constructing Green Globalization 2.0 -- Green New Deals for All of Us -- Governments Can Afford to Invest in Green Reseeding -- A Greener, More Productive Economy -- But What of the Cost of GNDs? …”

Tabla de Contenidos: “…Questions -- 7 -- Chapter 7: Getting Started with Built-In Apps -- Technical requirements -- Filter by Zapier - applying conditional logic to your Zaps -- Setting up the Filter by Zapier app -- Understanding filter conditions -- Paths by Zapier - adding branching logic to your Zaps -- Setting up the Paths by Zapier app -- Delay by Zapier - adding delays to your Zaps -- The Delay For action event -- The Delay Until action event -- The Delay After Queue action event -- Schedule by Zapier - scheduling your Zaps to run at intervals -- The Every Hour trigger event -- The Every Day trigger event -- The Every Week trigger event -- The Every Month trigger event -- Exercise - creating a multi-step Zap with a scheduled trigger, search action, filter, path, and delay -- Summary -- Questions -- 8 -- Chapter 8: Built-In Communication Apps -- Technical requirements -- SMS by Zapier - sending text messages -- Setting up SMS by Zapier -- Email by Zapier - sending and receiving emails -- The New Inbound Email trigger event -- The Send Outbound Email action event -- The New Read Receipt trigger event -- SMTP by Zapier - sending emails through mail servers -- Setting up the SMTP by Zapier app -- IMAP by Zapier - retrieving emails from mail servers -- Setting up the IMAP by Zapier app -- Customizing and using the New Email trigger event -- Customizing the New Mailbox trigger event -- Summary -- Questions -- 9 -- Chapter 9: Exploring Built-In Apps for Extracting and Compiling Data -- Technical requirements -- Email Parser by Zapier - extracting data from emails -- The New Email trigger event -- The New Mailbox trigger event -- RSS by Zapier - using RSS feed readers -- The New Item in Feed trigger event -- The New Items in Multiple Feeds trigger event -- The Create Item in Feed action event -- Digest by Zapier - compiling data in digests…”

“…For a complete understanding of the z990 scalable server capabilities, also refer to our companion Redbooks: IBM Eserver zSeries 990 Technical Introduction, SG24-6863 IBM Eserver zSeries Connectivity Handbook, SG24-5444 Note that the information in this book includes features and functions announced on April 7, 2004, and that certain functionality is not available until hardware Driver Level 55 is installed on the z990 server…”

“…As the IBM Grid Toolbox is designed in a layered approach, we describe the product by introducing each underlying layer until the whole ecosystem is revealed. The product significantly leverages open standards in the grid computing world, so we show how the IBM Grid Toolbox complements and enhances these standards for the development and deployment of grid services and applications…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Crash Course in Bash -- Getting started with Bash and CLI fundamentals -- Your first Bash script with Vim -- Creating and using basic variables -- Hands-on variable assignment -- Hidden Bash variables and reserved words -- Conditional logic using if, else, and elseif -- Evaluating binary numbers -- Evaluating strings -- Nested if statements -- Case/switch statements and loop constructs -- Basic case statement -- Basic loops -- For loop -- Do while loop -- Until loop -- Using functions and parameters -- Using a function with parameters within a for loop -- Including source files -- Including/importing a library script and using external functions -- Retrieving return codes and output -- Return code 101 -- Linking commands, pipes, and input/output -- Redirection and pipe bonzanza -- Getting program input parameters -- Passing your program flags -- Getting additional information about commands -- Summary -- Chapter 2: Acting Like a Typewriter and File Explorer -- Introduction -- Basic searching for strings and files -- Getting ready -- How to do it... -- How it works... -- Using wildcards and regexes -- Getting ready -- How to do it... -- How it works... -- Math and calculations in script -- Getting ready -- How to do it... -- How it works... -- Striping/altering/sorting/deleting/searching strings with Bash only -- Getting ready -- How to do it... -- How it works... -- Using SED and AWK to remove/replace substrings -- Getting ready -- How to do it... -- How it works... -- Formatting your data/output using echo and printf -- Getting ready -- How to do it... -- How it works... -- Readying your script for different languages with internationalization -- Getting ready -- How to do it... -- How it works…”

“…This is an essential topic not only for data scientists, analysts, and managers but also for researchers and engineers who increasingly need to deal with large and complex sets of data. Until data are gathered and can be placed into an existing framework or architecture, they cannot be used to their full potential. …”

Tabla de Contenidos: “…Status quo: Treat people like commodities-all alike -- Your choice: Put people first, work together, and make something great -- Status quo: Celebrate statistics only, not accompanying success stories -- Your choice: Celebrate stories of impact underpinned by data -- How to foster a mindful and impactful team using the PURSUE framework -- Positive -- Understandable -- Relatable -- Stalwart -- Useful -- Enthusiastic -- When the going gets tough, turn to daily micro habits to get unstuck and get going -- Micro Habit #1: Great teams embrace the work and one another, flaws and all -- Micro Habit #2: Great teams overpower the isolation and misunderstood nature of social impact work -- Micro Habit #3: Great teams know one another personally as well as professionally -- Micro Habit #4: Great teams draw energy from complementary capabilities -- Micro Habit #5: Great teams show gratitude before attitude-there's nothing to prove until you have something to prove -- Micro Habit #6: Great teams navigate complexity with calm, not chaos -- Micro Habit #7: Great teams seek cohesion rather than full clarity-people feel part of something great, even external partners -- Micro Habit #8: Great teams champion honesty, admit when things could be better, and work to make it so -- Teamwork is only renewable to the extent you invest in it -- Key Questions -- Chapter 5: Secret #5: Highly effective social impact communicators ... reframe every setback as the crest of a hill -- New insights yield new direction-and the potential for disorienting doubt -- Crest-climbing insight No. 1: Hills provide unprecedented perspective -- Crest-climbing insight No. 2: Each hill must be tackled differently, though there are patterns -- Crest-climbing insight No. 3: Once you've defined what's hard, you can determine what's possible…”

Tabla de Contenidos: “…The SFSN and the systems context -- Relationship among rescheduling, stability, and nervousness -- Time-related features -- Inner system issues that leverage nervousness -- Outer system nervousness management mechanisms -- A simple SFSN conceptual model -- Physical dimension -- Temporal dimension -- Wrapping it up -- The framework in practice: an illustrative case -- 12.6 Conclusions -- Acknowledgments -- References -- 13 Digital and smart production planning and control -- 13.1 Production planning and control evolution -- 13.1.1 Production planning and control 1.0 (until 1960s) -- 13.1.2 Production planning and control 2.0 (between 1970s and 1980s) -- 13.1.3 Production planning and control 3.0 - (between 1990s and 2010s) -- 13.1.4 Production planning and control 4.0 - (from 2010s) -- 13.2 A bibliometric analysis on digital and smart production planning and control -- 13.3 Digital and smart production planning and control frameworks -- 13.3.1 Framework of classical PPC updated by digital technologies -- 13.3.2 Framework of production planning and control as a service (PPCaaS) -- 13.4 Digital technologies applied in the production planning and control -- 13.4.1 Additive manufacturing (AM) -- 13.4.2 Big data analytics (BDA) -- 13.4.3 Digital twin (DT) -- 13.4.4 Machine learning (ML) -- 13.5 The future of Production Planning and Control 4.0 concept -- References -- 14 Simulation-based generation of rescheduling knowledge using a cognitive architecture -- 14.1 Introduction -- 14.2 Conceptual modeling -- 14.3 Problem-Space Computational Model (PSCM) -- 14.4 Representation and design of schedule states and repair operators -- 14.4.1 Design of repair operators proposition-evaluation, decision, and application knowledge -- 14.4.1.1 Design and implementation of operators proposition-evaluation knowledge (Kpe)…”