Tabla de Contenidos: “…An introduction to APIs -- The value of APIs -- Creating new products, services, and monetization streams -- Improving the client experience -- Quick and easy interoperability between cloud systems -- Building for scale and resiliency -- Full life cycle API management with Google Cloud -- Discoverability and community -- Insights -- Reliability -- Summary -- Part 4: Understanding Google Cloud Security and Operations -- Chapter 10: Google Cloud's Approach to Security -- Security fundamentals -- Understanding challenges and threats to data -- Overview of the shared responsibility model -- The benefits and differentiators of Google Cloud -- Security Command Center -- Cloud Armor -- Chronicle SIEM -- Chronicle SOAR -- Mandiant incident response and threat awareness -- Controlling and managing cloud resources -- IAM and resource hierarchies -- Operations -- Summary -- Chapter 11: IT Operations in the Cloud -- Service availability - on-premises versus cloud -- Overview of DevOps -- SRE and how it applies to business -- Summary -- Chapter 12: Resource Monitoring and Application Performance Management on Google Cloud -- Downtime and its impact on business -- Customer satisfaction and trust -- Improved operational efficiency -- Resilience -- Cloud operations - monitoring, logging, and observability -- Google Cloud tools for resource monitoring and maintenance -- Summary -- Part 5: Practice Exam Questions -- Chapter 13: Sample Questions: Exam Preparation -- Part 1 - 20-question "pop quiz" - digital transformation on Google Cloud -- Part 2 - 60-question "product quiz" - data, infrastructure, AppMod, Security, and CloudOps -- Part 3 - 20 situational questions - questions from all sections -- Scenario 1 - E-Commerce -- Scenario 2 - Healthcare -- Key -- Part 1 -- Part 2 -- Part 3 -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Why we mix, and why we master -- Mixing from a technical standpoint versus a creative standpoint -- Creative mixing -- Technical mixing -- Plugins for chart-topping mixing techniques -- Parametric EQ 2 -- Fruity Compressor -- Reverb - Fruity Reeverb 2 -- Delay - Fruity Delay 3 -- Panning - Fruity Stereo Shaper -- The power of plugin stacks for technical frameworks -- Mixing drums using FL Studio stock plugins -- Mixing melodies and progressions using FL Studio stock plugins -- Summary -- Exercise -- Chapter 8: How to Get Records Placed So They Land on Billboard Charts -- Embrace your journey -- Understanding placements -- Record placements -- Sync placements -- A catalog is a sellable asset -- Catalogs are an alternative asset class -- How catalogs are valued -- Rights and income streams -- Copyright sides -- The publishing side -- The master side -- Taking action - put yourself in the right place at the right time -- Foundation steps - how to position yourself -- Two approaches to success -- Taking action steps -- Utilizing cold outreach -- Building a lead list -- Summarizing the actions -- Types of deals -- Co-publishing deals -- Administration deals -- Traditional publishing deals -- Self-publishing -- Production deals -- Management deals -- Label deals -- Joint venture deals -- Distribution deals -- The steps for a successful career -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…The Benefits of Self-Employment -- Financially Preparing to Leave Your Job -- Consideration #1: Revenue Streams -- Consideration #2: Business Safety Net -- Consideration #3: Replacing Your Income -- Consideration #4: Replacing Your Benefits -- Business Finances: Everything You Need to Know -- Bookkeeping -- Taxes -- Profitability -- Business Finance System -- Key Takeaways -- Chapter 9 You Are More Than Your Career -- Crucial Career Takeaways -- My Job Is No Longer My Identity -- I Operate with Life-Work Balance -- I Am More Multifaceted Than I Knew -- Embrace the Seasons of Your Career -- Prioritize Life-Work Balance -- Availability -- Personal Priorities -- Downtime -- Final Thoughts -- AppendixYoung Professional Career Profiles -- Profile #1 -- Profile #2 -- Profile #3 -- Profile #4 -- Profile #5 -- Profile #6 -- Profile #7 -- Profile #8 -- Profile #9 -- Profile #10 -- Profile #11 -- Profile #12 -- Profile #13 -- Profile #14 -- Profile #15 -- Profile #16 -- References -- About the Author -- Index -- EULA…”

Tabla de Contenidos: “…Chapter 5: Big Data Processing with Apache Spark -- Technical requirements -- Getting started with Spark -- Installing Spark locally -- Spark architecture -- Spark executors -- Components of execution -- Starting a Spark program -- The DataFrame API and the Spark SQL API -- Transformations -- Actions -- Lazy evaluation -- Data partitioning -- Narrow versus wide transformations -- Analyzing the titanic dataset -- Working with real data -- How Spark performs joins -- Joining IMDb tables -- Summary -- Chapter 6: Building Pipelines with Apache Airflow -- Technical requirements -- Getting started with Airflow -- Installing Airflow with Astro -- Airflow architecture -- Airflow's distributed architecture -- Building a data pipeline -- Airflow integration with other tools -- Summary -- Chapter 7: Apache Kafka for Real-Time Events and Data Ingestion -- Technical requirements -- Getting started with Kafka -- Exploring the Kafka architecture -- The PubSub design -- How Kafka delivers exactly-once semantics -- First producer and consumer -- Streaming from a database with Kafka Connect -- Real-time data processing with Kafka and Spark -- Summary -- Part 3: Connecting It All Together -- Chapter 8: Deploying the Big Data Stack on Kubernetes -- Technical requirements -- Deploying Spark on Kubernetes -- Deploying Airflow on Kubernetes -- Deploying Kafka on Kubernetes -- Summary -- Chapter 9: Data Consumption Layer -- Technical requirements -- Getting started with SQL query engines -- The limitations of traditional data warehouses -- The rise of SQL query engines -- The architecture of SQL query engines -- Deploying Trino in Kubernetes -- Connecting DBeaver with Trino -- Deploying Elasticsearch in Kubernetes -- How Elasticsearch stores, indexes and manages data -- Elasticsearch deployment -- Summary -- Chapter 10: Building a Big Data Pipeline on Kubernetes…”

Tabla de Contenidos: “…-- Importing and understanding Dynamic Link -- Layering -- Adding special effects -- Adding camera features -- Editing in Premiere -- Color grading and filters -- Summary -- Chapter 13: Additional Character Animator Tools and Features -- Technical requirements -- Puppet Maker -- Character Animator scene cameras -- Tracking body animations -- Tracking body turns -- Using the Stream workspace -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Celtic Spirit - Come Oer The Stream Charlie 17. Macky And The Lairds Of Rock - Hoots Mon! …”

“…This book gives an accessible overview of the various standards and practical information on 802.11 link adaptation, 4G smartphone antenna design, wireless video streaming, and smart grids. Broadband Wireless Multimedia Networks distills the many complex wireless features in a clean and concise…”

Tabla de Contenidos: “…Inspecting databases -- Inspecting tables -- Making sense of pg_stat_user_tables -- Digging into indexes -- Tracking the background worker -- Tracking, archiving, and streaming -- Checking SSL connections -- Inspecting transactions in real time -- Tracking vacuum progress -- Using pg_stat_statements -- Creating log files -- Configuring the postgresql.conf file -- Defining log destination and rotation -- Configuring syslog -- Logging slow queries -- Defining what and how to log -- Summary -- Q&amp -- A -- Chapter 6: Optimizing Queries for Good Performance -- Learning what the optimizer does -- Optimizations by example -- Evaluating join options -- Nested loops -- Hash joins -- Merge joins -- Applying transformations -- Inlining the view -- Flattening subselects -- Applying equality constraints -- Exhaustive searching -- Trying it all out -- Making the process fail -- Constant folding -- Understanding function inlining -- Join pruning -- Speedup set operations -- Understanding execution plans -- Approaching plans systematically -- Making EXPLAIN more verbose -- Spotting problems -- Spotting changes in runtime -- Inspecting estimates -- Inspecting buffer usage -- Fixing high buffer usage -- Understanding and fixing joins -- Getting joins right -- Processing outer joins -- Understanding the join_collapse_limit variable -- Enabling and disabling optimizer settings -- Understanding genetic query optimization -- Partitioning data -- Creating partitions -- Applying table constraints -- Modifying inherited structures -- Moving tables in and out of partitioned structures -- Cleaning up data -- Understanding PostgreSQL 11.0 partitioning -- Adjusting parameters for good query performance -- Speeding up sorting -- Speeding up administrative tasks -- Making use of parallel queries -- What is PostgreSQL able to do in parallel? …”

Tabla de Contenidos: “…Gathering runtime statistics -- Working with PostgreSQL system views -- Checking live traffic -- Inspecting databases -- Inspecting tables -- Making sense of pg_stat_user_tables -- Digging into indexes -- Tracking the background worker -- Tracking, archiving, and streaming -- Checking SSL connections -- Inspecting transactions in real time -- Tracking vacuum progress -- Using pg_stat_statements -- Creating log files -- Configuring postgresql.conf file -- Defining log destination and rotation -- Configuring syslog -- Logging slow queries -- Defining what and how to log -- Summary -- Chapter 6: Optimizing Queries for Good Performance -- Learning what the optimizer does -- Optimizations by example -- Evaluating join options -- Nested loops -- Hash joins -- Merge joins -- Applying transformations -- Inlining the view -- Flattening subselects -- Applying equality constraints -- Exhaustive searching -- Trying it all out -- Making the process fail -- Constant folding -- Understanding function inlining -- Join pruning -- Speedup set operations -- Understanding execution plans -- Approaching plans systematically -- Making EXPLAIN more verbose -- Spotting problems -- Spotting changes in runtime -- Inspecting estimates -- Inspecting buffer usage -- Fixing high buffer usage -- Understanding and fixing joins -- Getting joins right -- Processing outer joins -- Understanding the join_collapse_limit variable -- Enabling and disabling optimizer settings -- Understanding genetic query optimization -- Partitioning data -- Creating partitions -- Applying table constraints -- Modifying inherited structures -- Moving tables in and out of partitioned structures -- Cleaning up data -- Adjusting parameters for good query performance -- Speeding up sorting -- Speedup administrative tasks -- Summary -- Chapter 7: Writing Stored Procedures…”

Tabla de Contenidos: “…Seeing What Makes a Great Data Scientist -- Structuring a Data Science Team -- Hiring and evaluating the data science talent you need -- Retaining Competence in Data Science -- Understanding what makes a data scientist leave -- Part 4: Investing in the Right Infrastructure -- Chapter 14: Developing a Data Architecture -- Defining What Makes Up a Data Architecture -- Describing traditional architectural approaches -- Elements of a data architecture -- Exploring the Characteristics of a Modern Data Architecture -- Explaining Data Architecture Layers -- Listing the Essential Technologies for a Modern Data Architecture -- NoSQL databases -- Real-time streaming platforms -- Docker and containers -- Container repositories -- Container orchestration -- Microservices -- Function as a service -- Creating a Modern Data Architecture -- Chapter 15: Focusing Data Governance on the Right Aspects -- Sorting Out Data Governance -- Data governance for defense or offense -- Objectives for data governance -- Explaining Why Data Governance is Needed -- Data governance saves money -- Bad data governance is dangerous -- Good data governance provides clarity -- Establishing Data Stewardship to Enforce Data Governance Rules -- Implementing a Structured Approach to Data Governance -- Chapter 16: Managing Models During Development and Production -- Unfolding the Fundamentals of Model Management -- Working with many models -- Making the case for efficient model management -- Implementing Model Management -- Pinpointing implementation challenges -- Managing model risk -- Measuring the risk level -- Identifying suitable control mechanisms -- Chapter 17: Exploring the Importance of Open Source -- Exploring the Role of Open Source -- Understanding the importance of open source in smaller companies -- Understanding the trend…”

Tabla de Contenidos: “…From Nonstreaming to Streaming -- 5.11. Data and Computation Partitioning -- 5.11.1. …”

Tabla de Contenidos: “…-- Binary protocol -- Compressed headers -- Persistent connections -- Multiplex streaming -- Implementing HTTPS locally with docker-compose -- Attaching a URL to our deployed application on AWS -- Attaching an elastic IP to our server -- Registering a domain name -- Enforcing HTTPS on our application on AWS -- Getting certificates for our URL -- Creating multiple EC2 instances -- Creating a load balancer for our traffic -- Creating security groups to lock down and secure traffic -- Updating our Python deployment script for multiple EC2 instances -- Attaching our URL to the load balancer -- Summary -- Further reading -- Questions -- Answers -- Part 5: Making Our Projects Flexible -- Chapter 12: Recreating Our Application in Rocket -- Technical requirements -- What is Rocket? …”

Tabla de Contenidos: “…-- For Future Reference: Connecting OneDrive and Power BI -- Configuring Row-Level Security -- Build and Share Permissions -- Chapter 13: Create Dashboards -- Creating a Dashboard -- Creating a Dashboard -- Editing the Dashboard -- Streaming Data -- Dashboard Themes -- Editing a Tile -- Export to .csv -- View Insights -- Pin Tile -- Pinning Live Pages -- Managing Tiles on a Dashboard -- Configuring the Mobile View -- Use the Q&amp -- A Feature -- Enabling Q&amp -- A in the Power BI Desktop -- Enabling Q&amp -- A in the Service -- Refreshing a Dashboard -- Chapter 14: Manage Workspaces in the Service -- Publishing Your Report -- Logging Into the Power BI Service -- Choosing the Workspace -- Overview of the Power BI Service -- Getting There -- The Structure of the Service -- Navigating to Your Workspace -- The Anatomy of a Workspace -- Governance -- Creating a Workspace -- Premium Capacity -- Creating Reports in the Service -- Adding Additional Content -- Updating a Report -- A Workspace and Its App -- Creating an App -- Deleting an App -- Subscribing to a Report or Dashboard -- Other Settings in the Workspace -- Data Sensitivity Labels -- Promoting and Certifying Content -- Promoting Your Work -- Certifying Content -- Part VI: Continue Your Learning -- Chapter 15: Where Do You Go from Here? …”

Tabla de Contenidos: “…Exporting Data from Cloud Bigtable -- Importing and Exporting Data: Cloud Dataproc -- Streaming Data to Cloud Pub/Sub -- Summary -- Exam Essentials -- Review Questions -- Chapter 14 Networking in the Cloud: Virtual Private Clouds and Virtual Private Networks -- Creating a Virtual Private Cloud with Subnets -- Creating a Virtual Private Cloud with Cloud Console -- Creating a Virtual Private Cloud with gcloud -- Creating a Shared Virtual Private Cloud Using gcloud -- Deploying Compute Engine with a Custom Network -- Creating Firewall Rules for a Virtual Private Cloud -- Structure of Firewall Rules -- Creating Firewall Rules Using Cloud Console -- Creating Firewall Rules Using gcloud -- Creating a Virtual Private Network -- Creating a Virtual Private Network Using Cloud Console -- Creating a Virtual Private Network Using gcloud -- Summary -- Exam Essentials -- Review Questions -- Chapter 15 Networking in the Cloud: DNS, Load Balancing, Google Private Access, and IP Addressing -- Configuring Cloud DNS -- Creating DNS Managed Zones Using Cloud Console -- Creating DNS Managed Zones Using gcloud -- Configuring Load Balancers -- Types of Load Balancers -- Configuring Load Balancers Using Cloud Console -- Configuring Load Balancers Using gcloud -- Google Private Access -- Managing IP Addresses -- Expanding CIDR Blocks -- Reserving IP Addresses -- Summary -- Exam Essentials -- Review Questions -- Chapter 16 Deploying Applications with Cloud Marketplace and Cloud Foundation Toolkit -- Deploying a Solution Using Cloud Marketplace -- Browsing Cloud Marketplace and Viewing Solutions -- Deploying Cloud Marketplace Solutions -- Building Infrastructure Using the Cloud Foundation Toolkit -- Deployment Manager Configuration Files -- Deployment Manager Template Files -- Launching a Deployment Manager Template -- Cloud Foundation Toolkit -- Config Connector -- Summary…”

Tabla de Contenidos: “…Managing fine-tuned jobs and models -- Before leaving -- Summary -- Questions -- References -- Further reading -- Chapter 9: Shattering the Black Box with Interpretable Tools -- Transformer visualization with BertViz -- Running BertViz -- Step 1: Installing BertViz and importing the modules -- Step 2: Load the models and retrieve attention -- Step 3: Head view -- Step 4: Processing and displaying attention heads -- Step 5: Model view -- Step 6: Displaying the output probabilities of attention heads -- Streaming the output of the attention heads -- Visualizing word relationships using attention scores with pandas -- exBERT -- Interpreting Hugging Face transformers with SHAP -- Introducing SHAP -- Explaining Hugging Face outputs with SHAP -- Transformer visualization via dictionary learning -- Transformer factors -- Introducing LIME -- The visualization interface -- Other interpretable AI tools -- LIT -- PCA -- Running LIT -- OpenAI LLMs explain neurons in transformers -- Limitations and human control -- Summary -- Questions -- References -- Further reading -- Chapter 10: Investigating the Role of Tokenizers in Shaping Transformer Models -- Matching datasets and tokenizers -- Best practices -- Step 1: Preprocessing -- Step 2: Quality control -- Step 3: Continuous human quality control -- Word2Vec tokenization -- Case 0: Words in the dataset and the dictionary -- Case 1: Words not in the dataset or the dictionary -- Case 2: Noisy relationships -- Case 3: Words in a text but not in the dictionary -- Case 4: Rare words -- Case 5: Replacing rare words…”

Tabla de Contenidos: “…-- Insight on Society: Government Regulation and Surveillance of the Internet -- 3.3 The Web -- Hypertext -- Markup Languages -- Web Servers and Clients -- Web Browsers -- 3.4 The Internet and Web: Features and Services -- Communication Tools -- Search Engines -- Insight on Business: Zoom Continues to Zoom -- Downloadable and Streaming Media -- Web 2.0 Applications and Services -- Web3 -- Virtual Reality, Augmented Reality, and the Metaverse -- Intelligent Digital Assistants -- 3.5 Mobile Apps -- Platforms for Mobile Application Development -- App Marketplaces -- 3.6 Careers in E-commerce -- The Company -- Position: E-commerce Specialist -- Qualifications/Skills -- Preparing for the Interview -- Possible First Interview Questions -- 3.7 Case Study: Akamai: Sharpening Internet Content Delivery with Edge Computing -- 3.8 Reviews -- Key Concepts -- Questions -- Projects -- References -- Chapter 4. …”

Tabla de Contenidos: “…Varying animation behavior -- Summary -- Exercises -- Chapter 16: Working with WebSockets -- Technical requirements -- Designing a WebSocket interaction -- The sharing workflow -- The new UI elements -- Splitting apart the saga -- Test-driving a WebSocket connection -- Streaming events with redux-saga -- Updating the app -- Summary -- Exercises -- Further reading -- Part 4 - Behavior-Driven Development with Cucumber -- Chapter 17: Writing Your First Cucumber Test -- Technical requirements -- Integrating Cucumber and Puppeteer into your code base -- Writing your first Cucumber test -- Using data tables to perform setup -- Summary -- Chapter 18: Adding Features Guided by Cucumber Tests -- Technical requirements -- Adding Cucumber tests for a dialog box -- Fixing Cucumber tests by test-driving production code -- Adding a dialog box -- Updating sagas to a reset or replay state -- Avoiding timeouts in test code -- Adding HTML classes to mark animation status -- Updating step definitions to use waitForSelector -- Summary -- Exercise -- Chapter 19: Understanding TDD in the Wider Testing Landscape -- Test-driven development as a testing technique -- Best practices for your unit tests -- Improving your technique -- Manual testing -- Demonstrating software -- Testing the whole product -- Exploratory testing -- Debugging in the browser -- Automated testing -- Integration tests -- System tests and end-to-end tests -- Acceptance tests -- Property-based and generative testing -- Snapshot testing -- Canary testing -- Not testing at all -- When quality doesn't matter -- Spiking and deleting code -- Summary -- Further reading -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…JSR 101: Java APIs for XML-based RPC (JAX-RPC) -- JSR 109: Implementing Enterprise Web Services -- JSR 31: Java Architecture for XML Data Binding (JAXB) -- JSR 67: Java APIs for XML Messaging 1.0 (JAXM) -- JSR 93: Java API for XML Registries 1.0 (JAXR) -- JSR 110: Java APIs for WSDL (WSDL4J) -- JSR 172: J2ME Web Services -- JSR 173: Streaming API for XML -- JSR 181: Web Services Metadata for the Java Platform -- JSR 208: Java Business Integration (JBI) -- JSR 222: Java Architecture for XML Binding (JAXB) 2.0 -- JSR 224: Java API for XML-based RPC (JAX-RPC) 2.0 -- JSR 921: Implementing Enterprise Web Services 1.1 -- Web services organizations and groups -- Internet Engineering Task Force -- Java Community Process -- OASIS -- World Wide Web Consortium -- Web Services Interoperability Organization -- UDDI -- Companies working on Web services -- IBM -- Microsoft -- Vertical industry standards organizations -- Summary -- More information -- Chapter 3. …”

Tabla de Contenidos: “…Monitoring and observability in multi-cloud -- Optimizing costs in multi-cloud -- Case studies -- Case Study 1: E-commerce platform using microservices and sharding -- Case Study 2: Financial services firm leveraging circuit breaker and replication -- Case Study 3: Media streaming company adopting eventual consistency and API gateway -- Best practices for multi-cloud application design -- Summary -- 4 -- Chapter 4: Crafting and Deploying in the Multi-Cloud as a Developer -- IaC -- Strengths of IaC -- Weaknesses of IaC -- Tools to implement IaC -- CI/CD -- CI/CD best practices -- Scaling mountainous success - a tale of DevOps and GitOps -- Challenges -- Service meshes in multi-cloud environments -- Containerization and orchestration -- Containerization -- Kubernetes -- Multi-cloud networking and security -- Summary -- Part 3: Managing and Operating Cloud-Native Apps in Multi-Cloud -- 5 -- Chapter 5: Managing Security, Data, and Compliance on Multi-Cloud -- Managing data and security in multi-cloud environments -- Understanding data security and privacy in multi-cloud -- Data residency and sovereignty -- Automated compliance checks and data portability -- Implementing best practices for data protection -- Data privacy and compliance considerations -- Introduction to security in cloud-native multi-cloud environments -- CIS benchmarks -- CSA framework -- DevSecOps best practices for cloud-native apps in multi-cloud environments -- Integrating security into the DevOps workflow -- Automation and configuration management for secure deployments -- Ensuring secure development practices -- Managing compliance across multiple clouds environments -- Understanding the compliance landscape in multi-cloud environments -- Implementing governance frameworks and controls -- IAM across multiple clouds environments -- Centralized IAM -- MFA and secure access…”

“…You'll learn about networking in AWS, big data and streaming data processing, CloudOps, and emerging technologies such as machine learning, IoT, and blockchain. …”