Tabla de Contenidos: “…38 Implementing Object Types, Object Views, and Methods -- Working with Object Types -- Implementing Object Views -- Methods -- 39 Collectors (Nested Tables and Varying Arrays) -- Varying Arrays -- Nested Tables -- Additional Functions for Nested Tables and Varying Arrays -- Management Issues for Nested Tables and Varying Arrays -- 40 Using Large Objects -- Available Datatypes -- Specifying Storage for LOB Data -- Manipulating and Selecting LOB Values -- 41 Advanced Object-Oriented Concepts -- Row Objects vs. …”

Tabla de Contenidos: “…Querying -- Introduction to find -- Specifying Which Keys to Return -- Limitations -- Query Criteria -- Query Conditionals -- OR Queries -- not -- Conditional Semantics -- Type-Specific Queries -- null -- Regular Expressions -- Querying Arrays -- Querying on Embedded Documents -- where Queries -- Server-Side Scripting -- Cursors -- Limits, Skips, and Sorts -- Avoiding Large Skips -- Advanced Query Options -- Getting Consistent Results…”

Tabla de Contenidos: “…. -- Chapter 6: Cloud Service Integrations -- Introduction -- Uploading large multi-part files with Express -- Getting ready -- How to do it... -- How it works... -- There's more... -- Uploading images to Cloudinary from Express -- Getting ready -- How to do it... -- How it works... -- There's more... -- Securing image downloads from Cloudinary -- Getting ready -- How to do it... -- How it works... -- There's more... -- Resizing images and transformations with Cloudinary -- Getting ready -- How to do it... -- How it works... -- There's more... -- Working with Stripe payment processor in Express -- Getting ready -- How to do it... -- How it works... -- Accepting credit card payments in Angular with Stripe -- Getting ready -- How to do it... -- How it works... -- Chapter 7: MongoDB and Mongoose -- Introduction -- How to set up and create a MongoDB database -- Getting ready -- How to do it... -- How it works... -- Mongo shell commands -- There's more... -- Connecting to MongoDB through Mongoose -- Getting ready -- How to do it... -- How it works... -- There's more... -- Working with data model in MongoDB and Mongoose -- How to do it... -- How it works... -- Mongoose Model API -- Mongoose Document API -- There's more... -- Querying for data using Mongoose query selectors -- How to do it... -- How it works... -- Mongoose Query API -- There's more... -- Chapter 8: Relationships -- Introduction -- Working with data validations and virtuals in Mongoose -- Getting ready -- How to do it... -- How it works... -- SchemaTypes API…”

Tabla de Contenidos: “…-- Why Linux Is Popular with Hardware Companies and Developers -- Linux Is Portable -- The C Programming Language -- Overview of Linux -- Linux Has a Kernel Programming Interface -- Linux Can Support Many Users -- Linux Can Run Many Tasks -- Linux Provides a Secure Hierarchical Filesystem -- The Shell: Command Interpreter and Programming Language -- A Large Collection of Useful Utilities -- Interprocess Communication -- System Administration -- Additional Features of Linux -- GUIs: Graphical User Interfaces -- (Inter)Networking Utilities -- Software Development -- Conventions Used in This Book -- Chapter Summary -- Exercises -- PART I: INSTALLING UBUNTU LINUX -- CHAPTER 2: INSTALLATION OVERVIEW -- The Live/Install Desktop CD and the Live/Install DVD -- More Information -- Planning the Installation -- The Installation Process -- Downloading and Burning a CD/DVD -- Gathering Information About the System -- Chapter Summary -- Exercises -- Advanced Exercises -- CHAPTER 3: STEP-BY-STEP INSTALLATION -- Booting from a Live/Install Desktop CD or a Live/Install DVD -- Graphical Partition Editors -- Upgrading to a New Release -- Installing KDE -- Setting Up a Dual-Boot System -- Advanced Installation -- Chapter Summary -- Exercises -- Advanced Exercises -- PART II: GETTING STARTED WITH UBUNTU LINUX -- CHAPTER 4: INTRODUCTION TO UBUNTU LINUX -- Curbing Your Power: root Privileges/sudo -- A Tour of the Ubuntu Desktop -- Getting the Most Out of the Desktop -- Updating, Installing, and Removing Software Packages -- Where to Find Documentation -- More About Logging In…”

Tabla de Contenidos: “…-- Common Test Structure -- Creating a Simple Test Suite -- Running the Tests -- Testing with State -- Test Groups -- Defining Test Groups -- Test Group Properties -- The Meeting Room -- Test Suites Redux -- Test Specifications -- Specification File Contents -- Creating a Spec File -- Running Tests with a Spec File -- Large-Scale Testing…”

Tabla de Contenidos: “…Administering Database Servers -- Registering Servers -- Connecting to a Server -- Creating a New Server Group -- Managing Multiple Servers -- Starting and Stopping Servers -- Managing Databases Using Object Explorer -- Creating Databases Without Using Transact-SQL -- Modifying Databases Without Using Transact-SQL -- Managing Tables Without Using Transact-SQL -- Authoring Activities Using SQL Server Management Studio -- Query Editor -- Solution Explorer -- SQL Server Debugging -- Summary -- Exercises -- Part II: Transact-SQL Language -- Chapter 4: SQL Components -- SQL's Basic Objects -- Literal Values -- Delimiters -- Comments -- Identifiers -- Reserved Keywords -- Data Types -- Numeric Data Types -- Character Data Types -- Temporal Data Types -- Miscellaneous Data Types -- Binary and BIT Data Types -- Large Object Data Types -- UNIQUEIDENTIFIER Data Type -- SQL_VARIANT Data Type -- HIERARCHYID Data Type -- TIMESTAMP Data Type -- Storage Options -- FILESTREAM Storage -- Sparse Columns -- Transact-SQL Functions -- Aggregate Functions -- Scalar Functions -- Numeric Functions -- Date Functions -- System Functions -- Metadata Functions -- Scalar Operators -- Global Variables -- NULL Values -- Summary -- Exercises -- Chapter 5: Data Definition Language -- Creating Database Objects -- Creation of a Database -- Attaching and Detaching Databases -- CREATE TABLE: A Basic Form -- CREATE TABLE and Declarative Integrity Constraints -- The UNIQUE Clause -- The PRIMARY KEY Clause -- The CHECK Clause -- The FOREIGN KEY Clause -- Referential Integrity -- Possible Problems with Referential Integrity -- The ON DELETE and ON UPDATE Options -- Creating Other Database Objects -- Integrity Constraints and Domains -- Alias Data Types -- CLR Data Types -- Modifying Database Objects -- Altering a Database -- Modifying File or Filegroup Properties -- Setting Database Options…”

Tabla de Contenidos: “…6 FLOORS WITH SHORT BEAMS OUTSIDE FRANCE IN THE 19TH AND 20TH CENTURIES -- 7 CONCLUSIONS -- REFERENCES -- Historic bell frames - regional traditions and transregional influence -- 1 INTRODUCTION -- 2 TYPICAL DESIGNS -- 3 REGIONAL TRADITIONS -- 4 TRANSREGIONAL INFLUENCE -- 5 CONCLUSION -- ABBREVIATIONS -- REFERENCES -- Large span timber roofs in Italy between the 16th and 19th centuries -- 1 INTRODUCTION -- 2 THE ITALIAN TRUSS -- 3 LONG SPAN TRUSSES IN ITALY -- 4 THE ROOFS IN BOLOGNA -- 5 FROM THE 18TH TO EARLY 19TH CENTURIES -- 6 CONCLUSIONS -- REFERENCES -- Design-Fabricate-Assemble-Marvel - 18th and early 19th century bridge models in the construction process -- 1 INTRODUCTION -- 2 EARLIEST MODELS -- 3 THE OLDEST EXISTING MODELS -- 4 MODELS AROUND 1750 AND LATER -- 5 BISHOP HERVEY'S COMPETITION -- 6 EARLY NORTH AMERICAN MODELS -- 7 CONCLUSION -- ACKNOWLEDGEMENTS -- REFERENCES -- Late 18th-century innovation: The first Mediterranean purlin roof truss in German-speaking Switzerland at Embrach ZH -- 1 THE ARCHITECT DAVID VOGEL -- 2 THE REFORMED CHURCH AT EMBRACH -- 3 CONCLUSION -- REFERENCES -- Philibert De l'Orme roof constructions in Leiden and The Netherlands, innovation versus tradition between 1800 and 1900 -- 1 INTRODUCTION -- 2 INTRODUCTION OF THE PHILIBERT TRUSS -- 3 TRANSFER OF KNOWLEDGE -- 4 THE SHAPE OF PHILIBERT TRUSSES -- 5 CONSTRUCTION AND JOINTS -- 6 DECLINE -- 7 CONCLUSIONS -- REFERENCES -- Timber roof structures of 19th-century military riding halls in Switzerland -- 1 INTRODUCTION -- 2 TWIN RIDING HALL IN FRAUENFELD -- 3 RIDING HALL IN SOLOTHURN -- 4 RIDING HALL IN THUN -- 5 CONTEXT -- 6 CONCLUSION -- ACKNOWLEDGEMENTS -- REFERENCES -- Thematic session: Historicizing material properties: Between technological and cultural history -- Comparative analysis of bricks manufactured in the NewWorld (1494-1544) -- 1 INTRODUCTION…”

Tabla de Contenidos: “…The Desired Capital Stock -- Changes in the Desired Capital Stock -- Application Measuring the Effects of Taxes on Investment -- From the Desired Capital Stock to Investment -- Investment in Inventories and Housing -- In Touch with Data and Research: Investment and the Stock Market -- 4.3 Goods Market Equilibrium -- The Saving-Investment Diagram -- Application Macroeconomic Consequences of the Boom and Bust in Stock Prices -- Appendix 4.A A Formal Model of Consumption and Saving -- Chapter 5 Saving and Investment in the Open Economy -- 5.1 Balance of Payments Accounting -- The Current Account -- In Touch with Data and Research: The Balance of Payments Accounts in Malaysia -- Application Current Account Balance and Trade Openness Around the World -- The Financial Account -- The Relationship Between the Current Account and the Financial Account -- Net Foreign Assets and the Balance of Payments Accounts -- Application The United States as an International Debtor -- 5.2 Goods Market Equilibrium in an Open Economy -- 5.3 Saving and Investment in a Small Open Economy -- The Effects of Economic Shocks in a Small Open Economy -- 5.4 Saving and Investment in Large Open Economies -- Application The Impact of Globalization on the U.S. …”

Tabla de Contenidos: “…Building matchers for component mocks -- Variants of the jest.mock call -- Removing the spy function -- Rendering the children of mocked components -- Checking multiple instances of the rendered component -- Alternatives to module mocks -- Summary -- Exercises -- Further reading -- Chapter 8: Building an Application Component -- Technical requirements -- Formulating a plan -- Using state to control the active view -- Test-driving callback props -- Making use of callback values -- Summary -- Exercises -- Part 2 - Building Application Features -- Chapter 9: Form Validation -- Technical requirements -- Performing client-side validation -- Validating a required field -- Generalizing validation for multiple fields -- Submitting the form -- Extracting non-React functionality into a new module -- Handling server errors -- Indicating form submission status -- Testing state before promise completion -- Refactoring long methods -- Summary -- Exercises -- Further reading -- Chapter 10: Filtering and Searching Data -- Technical requirements -- Displaying tabular data fetched from an endpoint -- Paging through a large dataset -- Adding a button to move to the next page -- Adjusting the design -- Adding a button to move to the previous page -- Forcing design changes using tests -- Filtering data -- Refactoring to simplify the component design -- Performing actions with render props -- Testing render props in additional render contexts -- Summary -- Exercises -- Chapter 11: Test-Driving React Router -- Technical requirements -- Designing React Router applications from a test-first perspective -- A list of all the React Router pieces -- Splitting tests when the window location changes -- Up-front design for our new routes -- Testing components within a router -- The Router component and its test equivalent -- Using the Routes component to replace a switch statement…”

Tabla de Contenidos: “…Uncovering other activities that relate to your project -- Emphasizing your project's importance to your organization -- Being exhaustive in your search for information -- Drawing the line: Where your project starts and stops -- Stating your project's objectives -- Making your objectives clear and specific -- Probing for all types of objectives -- Anticipating resistance to clearly defined objectives -- Marking Boundaries: Project Constraints -- Working within limitations -- Understanding the types of limitations -- Looking for project limitations -- Addressing limitations in your scope statement -- Dealing with needs -- Facing the Unknowns When Planning: Documenting Your Assumptions -- Presenting Your Scope Statement in a Clear and Concise Document -- Relating This Chapter to the PMP Exam and PMBOK 7 -- Chapter 6 Developing Your Game Plan: Getting from Here to There -- Divide and Conquer: Breaking Your Project into Manageable Chunks -- Thinking in detail -- Identifying necessary project work with a work breakdown structure -- Asking four key questions -- Making assumptions to clarify planned work -- Focusing on results when naming deliverables -- Using action verbs to title activities -- Developing a WBS for large and small projects -- Understanding a project's deliverables-activities hierarchy -- Dealing with special situations -- Representing conditionally repeating work -- Handling work with no obvious break points -- Planning a long-term project -- Issuing a contract for services you will receive -- Creating and Displaying Your Work Breakdown Structure -- Considering different schemes to create your WBS hierarchy -- Using one of two approaches to develop your WBS -- The top-down approach -- The brainstorming approach -- Categorizing your project's work -- Labeling your WBS entries -- Displaying your WBS in different formats…”

Tabla de Contenidos: “…Performance maximization techniques -- 7.1 Initial considerations -- 7.2 IBM DB2 Performance tuning considerations -- 7.2.1 Small ITLM environments -- 7.2.2 Medium ITLM environments -- 7.2.3 Large ITLM environments -- 7.3 IBM WebSphere performance tuning…”

Tabla de Contenidos: “…Making Offers They Can't Refuse -- Don't delay -- Make an offer over the phone -- Prepare and send an official offer letter -- Set a deadline -- Stay connected -- Know how to negotiate salary -- Decide how far you're willing to go in negotiating salary -- Know when to draw the line -- Clarify acceptance details -- Stay in touch -- Part 3 Retaining and Engaging Talent -- Chapter 10 Onboarding: Setting Up New Team Members for Success -- Explaining What Onboarding Is -- Integrating New Team Members into the Organization -- Recognizing Three Unproductive Approaches That Don't Work -- Osmosis -- "Just follow Joe around" -- Watch the video -- Doing It Right: A Little Empathy Goes a Long Way -- The First Day: Easing Anxieties -- The First Week: Revealing More about the Company and the Job -- Providing the rules of the road -- Keeping onboarding practical -- Involving senior leaders from across the business -- Holding large-group sessions in a suitable location -- Making group presentations user-friendly and engaging -- Providing an onboarding session agenda -- Offering information in digestible chunks -- Giving a clear sense of tasks and setting concrete goals -- Onboarding: A Process, Not an Event -- Developing a checklist -- Keeping the message alive -- Using mentoring to build a solid foundation -- Getting feedback: How good is your onboarding program? …”

Tabla de Contenidos: “…-- Motivations for writing your own programming language -- Types of programming language implementations -- Organizing a bytecode language implementation -- Languages used in the examples -- The difference between programming languages and libraries -- Applicability to other software engineering tasks -- Establishing the requirements for your language -- Case study - requirements that inspired the Unicon language -- Unicon requirement #1 - preserve what people love about Icon -- Unicon requirement #2 - support large-scale programs working on big data -- Unicon requirement #3 - high-level input/output for modern applications -- Unicon requirement #4 - provide universally implementable system interfaces -- Summary -- Questions -- Chapter 2: Programming Language Design -- Determining the kinds of words and punctuation to provide in your language -- Specifying the control flow -- Deciding on what kinds of data to support -- Atomic types -- Composite types -- Domain-specific types -- Overall program structure -- Completing the Jzero language definition -- Case study - designing graphics facilities in Unicon -- Language support for 2D graphics -- Adding support for 3D graphics -- Summary -- Questions -- Chapter 3: Scanning Source Code -- Technical requirements -- Lexemes, lexical categories, and tokens -- Regular expressions -- Regular expression rules -- Regular expression examples -- Using UFlex and JFlex -- Header section -- Regular expressions section -- Writing a simple source code scanner -- Running your scanner -- Tokens and lexical attributes -- Expanding our example to construct tokens -- Writing a scanner for Jzero -- The Jzero flex specification -- Unicon Jzero code…”

Tabla de Contenidos: “…The rise of immutable infrastructure and its implications -- Spotify's immutable infrastructure strategy -- Advanced orchestration in multi-cloud landscapes -- Introduction to AI and ML in cloud-native evolution -- Modernizing applications with GenAI -- The cloud-native platform becomes a foundational pillar for GenAI -- ML - a pivotal tool in advanced cloud-native application management -- Predictive analytics and AIOps - redefining cloud resource management -- Predictions for AI and ML in cloud-native development -- The emergence of serverless architecture and EDA -- The evolution and future of FaaS in cloud-native ecosystems -- Real-time processing and IoT integration in multi-cloud environments -- Case studies of serverless architectures in large-scale applications -- Advanced security paradigms for cloud-native applications -- Reimagining security - the advent of Zero Trust in multi-cloud environments -- Harnessing AI and ML - the vanguard of cloud-native cybersecurity -- Navigating future security frontiers in cloud-native ecosystems -- Quantum computing (QC) and its impact on cloud technologies -- QC - revolutionizing the cloud landscape -- Example of QC -- Navigating the quantum future in cloud computing -- Strategic recommendations -- Sustainable cloud computing - a new era -- Green computing - the heart of future cloud-native development -- Energy-efficient strategies in multi-cloud infrastructures -- Case studies of sustainable practices in cloud computing -- Strategic imperatives for a green cloud horizon -- Embracing a sustainable future in cloud computing -- The convergence of telco and edge computing with cloud-native -- 5G as a game-changer for edge-enhanced cloud applications -- Managing distributed data in multi-cloud and edge environments -- Future trends in edge and cloud-native integrations…”

Tabla de Contenidos: “…Understanding ABAC -- Other access control models for multi-account environments -- Choosing the right access control model -- Managing IAM identities -- Managing both human and non-human identities -- Types of credentials and their use cases -- IAM users, groups, and roles -- External identities and federation in AWS -- Comparing IAM identity types -- Managing IAM policies -- Understanding IAM policies -- Creating and managing IAM policies -- Advanced IAM policy use cases -- IAM in multi-account deployments -- Challenges with managing large-scale IAM deployments -- Centralized IAM management -- Cross-account access -- Sharing resources at scale -- Automating IAM implementation in a DevOps world -- Best practices for multi-account IAM -- Summary -- Questions -- Answers -- Further reading -- Chapter 4: Data Protection - Encryption, Key Management, and Data Storage Best Practices -- AWS encryption mechanisms and services -- AWS approach to encryption -- Types of encryption supported by AWS -- The AWS Encryption SDK -- Key features -- Managing cryptographic keys -- Key management services in AWS -- KMS in-depth overview -- CloudHSM integration and use cases -- Compliance in AWS key management -- Data protection in key AWS services -- S3 buckets -- EBS volumes -- EFS filesystems -- RDS databases -- DynamoDB tables -- Data protection in other AWS services -- Unified data protection strategy -- Summary -- Questions -- Answers -- Further reading -- Chapter 5: Introduction to AWS Security Services -- Unpacking threat and vulnerability detection -- GuardDuty-your AWS security sentinel -- Detective-your AWS security analyst -- Inspector-your AWS security auditor -- CloudTrail Lake and Security Lake-your AWS analytics powerhouses -- Best practices for threat and vulnerability detection -- Managing security governance and compliance…”

Tabla de Contenidos: “…Lipophilic Molecules Cross Membranes by Simple Diffusion -- Protein‐Mediated Transport -- Membrane Proteins Have Four Major Functions -- Channel Proteins Form Open, Water‐Filled Passageways -- Carrier Proteins Change Conformation to Move Molecules -- Facilitated Diffusion Uses Carrier Proteins -- Active Transport Moves Substances against Their ‐Concentration Gradients -- Carrier‐Mediated Transport Exhibits Specificity, Competition, and Saturation -- Vesicular Transport -- Phagocytosis Creates Vesicles Using the Cytoskeleton -- Endocytosis Creates Smaller Vesicles -- CLINICAL FOCUS LDL: The Lethal Lipoprotein -- Exocytosis Releases Molecules Too Large for Transport Proteins -- Epithelial Transport -- Epithelial Transport May Be Paracellular or Transcellular -- Transcellular Transport of Glucose Uses Membrane Proteins -- Transcytosis Uses Vesicles to Cross an Epithelium -- The Resting Membrane Potential -- Electricity Review -- The Cell Membrane Enables Separation of Electrical Charge in the Body -- All Living Cells Have a Membrane Potential -- The Resting Membrane Potential Is Due Mostly to Potassium -- Changes in Ion Permeability Change the Membrane Potential -- Integrated Membrane Processes: Insulin Secretion -- CHAPTER SUMMARY -- REVIEW QUESTIONS -- Chapter 6: Communication, Integration, and Homeostasis -- Cell‐to‐Cell Communication -- RUNNING PROBLEM Diabetes Mellitus: A Growing Epidemic -- Gap Junctions Create Cytoplasmic Bridges -- Contact‐Dependent Signals Require Cell‐to‐Cell Contact -- Local Communication Uses Paracrine and Autocrine Signals -- Long‐Distance Communication May Be Electrical or Chemical -- Cytokines May Act as Both Local and Long‐Distance Signals -- Signal Pathways -- Receptor Proteins Are Located Inside the Cell or on the Cell Membrane -- Membrane Proteins Facilitate Signal Transduction…”

Tabla de Contenidos: “…. -- Using dplyr to summarize data in large tables -- Getting ready -- How to do it... -- How it works... -- Using datapasta to create R objects from cut-and-paste data -- Getting ready -- How to do it... -- How it works... -- There's more... -- Chapter 3: ggplot2 and Extensions for Publication Quality Plots -- Technical requirements -- Further information -- Combining many plot types in ggplot2 -- Getting ready -- How to do it... -- How it works... -- There's more... -- Comparing changes in distributions with ggridges -- Getting ready -- How to do it... -- How it works... -- Customizing plots with ggeasy -- Getting ready -- How to do it... -- How it works... -- There's more... -- Highlighting selected values in busy plots with gghighlight -- Getting ready -- How to do it... -- How it works... -- Plotting variability and confidence intervals better with ggdist -- Getting ready -- How to do it... -- How it works... -- Making interactive plots with plotly -- Getting ready -- How to do it... -- How it works... -- See also -- Clarifying label placement with ggrepel -- Getting ready -- How to do it... -- How it works... -- Zooming and making callouts from selected plot sections with facetzoom -- Getting ready -- How to do it... -- How it works... -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Chapter 4: Using Quarto to Make Data-Rich Reports, Presentations, and Websites -- Technical requirements -- Further information -- Using Markdown and Quarto for literate computation -- Getting ready -- How to do it... -- How it works... -- There's more... -- Creating different document formats from the same source -- Getting ready -- How to do it... -- How it works... -- Creating data-rich presentations from code -- Getting ready…”

Tabla de Contenidos: “…Chapter 6 Working with Real Data -- Uploading, Streaming, and Sampling Data -- Uploading small amounts of data into memory -- Streaming large amounts of data into memory -- Generating variations on image data -- Sampling data in different ways -- Accessing Data in Structured Flat-File Form -- Reading from a text file -- Reading CSV delimited format -- Reading Excel and other Microsoft Office files -- Sending Data in Unstructured File Form -- Managing Data from Relational Databases -- Interacting with Data from NoSQL Databases -- Accessing Data from the Web -- Chapter 7 Processing Your Data -- Juggling between NumPy and pandas -- Knowing when to use NumPy -- Knowing when to use pandas -- Validating Your Data -- Figuring out what's in your data -- Removing duplicates -- Creating a data map and data plan -- Manipulating Categorical Variables -- Creating categorical variables -- Renaming levels -- Combining levels -- Dealing with Dates in Your Data -- Formatting date and time values -- Using the right time transformation -- Dealing with Missing Data -- Finding the missing data -- Encoding missingness -- Imputing missing data -- Slicing and Dicing: Filtering and Selecting Data -- Slicing rows -- Slicing columns -- Dicing -- Concatenating and Transforming -- Adding new cases and variables -- Removing data -- Sorting and shuffling -- Aggregating Data at Any Level -- Chapter 8 Reshaping Data -- Using the Bag of Words Model to Tokenize Data -- Understanding the bag of words model -- Sequencing text items with n-grams -- Implementing TF-IDF transformations -- Working with Graph Data -- Understanding the adjacency matrix -- Using NetworkX basics -- Chapter 9 Putting What You Know into Action -- Contextualizing Problems and Data -- Evaluating a data science problem -- Researching solutions -- Formulating a hypothesis -- Preparing your data…”

Tabla de Contenidos: “…-- DAW Controllers -- Hardware Controllers -- Instrument Controllers -- Touch Controllers -- Large-Scale Controllers -- Sound File Formats -- Sound File Sample and Bit Rates -- Sound File Interchange and Compatibility Between DAWs -- DAW Software -- Sound Recording and Editing -- Fixing Sound with a Sonic Scalpel -- Comping -- MIDI Sequencing and Scoring -- Support for Video and Picture Sync -- Real-Time, On-Screen Mixing -- DSP Effects -- DSP Plug-Ins -- Accelerator Processing Systems -- Fun With Effects -- Equalization -- Dynamics -- Delay -- Pitch and Time Change -- ReWire -- Mixdown and Effects Automation -- Exporting a Final Mixdown to File -- Power to the Processor ... …”

Tabla de Contenidos: “…Technical requirements -- Likelihood -- A simple probabilistic model -- Log likelihood -- Maximum likelihood estimation -- What we have learned -- Bayes' theorem -- Conditional probability and Bayes' theorem -- Priors -- The posterior -- What we have learned -- Bayesian modeling -- Bayesian model averaging -- MAP estimation -- As ​N​ becomes large the prior becomes irrelevant -- Least squares as an approximation to Bayesian modeling -- What we have learned -- Bayesian modeling in practice -- Analytic approximation of the posterior -- Computational sampling -- MCMC code example -- Probabilistic programming languages -- What we have learned -- Summary -- Exercises -- Part 2: Intermediate Concepts -- Chapter 6: Time Series and Forecasting -- Technical requirements -- What is time series data? …”