Tabla de Contenidos: “…Intro -- Contents at a Glance -- Contents -- About the Authors -- Introduction -- Chapter 1: Analyzing Your Data for Success at Work -- Power -- Speed -- Flexibility -- Simplicity -- Beauty -- Chapter 2: Build the Core-Tableau Basics -- Download, Install, and Open Tableau -- Connect to Sample Data and Review the Tableau Interface -- "Show Me" Tableau in Action -- Categorically Clear Views -- Chapter 3: Go with the Flow-More Tableau Basics -- Save Time with the Tableau Toolbar -- When Tables Trump Graphs -- Insightful Maps -- View Shifting-the Underrated Histogram and Flexible Bins -- Exporting Results to Share Your Insights -- Chapter 4: Core View Types in Tableau -- Tables-An Eye for Detail -- Text Tables -- Highlight Tables -- Heat Maps -- Bar Charts-Five Flavors to Meet Your Needs -- Horizontal Bars -- Stacked Bars -- Side-by-Side Bars -- Histogram -- Bullet Graphs -- Line Charts-Display What Happened Over Time -- Lines (continuous) -- Lines (discrete) -- Percentage-of-Total-Contribution of Categories to the Overall Amount -- Pie Charts -- Treemaps -- Chapter 5: Advanced View Types in Tableau -- Scatter Plots-Explore Relationships -- Circle Plots-Go Beyond Bar Charts -- Circle Views -- Side-by-Side Circles -- Packed Bubbles -- Maps-Great for Location Data -- Symbol Maps -- Filled Maps -- Area Charts-Track Multiple Groups Over Time -- Area Charts (continuous) -- Area Charts (discrete) -- Dual Charts-Compare Two Measures on Two Vertical Axes -- Dual Lines -- Dual Combination -- -Track Activity Over Time -- Chapter 6: Take Over with Tableau-View Structure, Marks Card, Summaries, Formatting, and Titles -- Customize Views Using the Columns, Rows, Pages, and Filters Shelve s -- Enhance Your Visual Appeal with the Marks Card -- The Summary Card -Handy Description of Your Data -- Headers and Axes -- Titles, Captions, Field Labels, and Legends…”

Tabla de Contenidos: “…Sexual identity-politics: activism from gay to queer and beyond -- Introduction -- Historical and intellectual development -- Major claims, developments and key contributions -- Main criticisms -- Conclusion and future developments -- References -- 19. …”

Tabla de Contenidos: “…Layered Versus Standard Menus4.8. Beyond Menus; 5. Le DVD Entwurf Internacionale (An International DVD Project); 5.1.2. …”

Tabla de Contenidos: “…Substantive Solutions -- V. Amendments beyond the Implementation of the Directive: Collective Redress -- VI. …”

Tabla de Contenidos: “…-- An introduction to networks -- Public cloud with Google Cloud -- Summary -- Chapter 3: Understanding the Different Cloud Computing Models -- Introducing cloud hosting models and the shared responsibility model -- Comparing and contrasting IaaS, PaaS, and SaaS -- IaaS -- PaaS -- SaaS -- Going beyond IaaS, PaaS, and SaaS -- Containers and CaaS -- Functions and FaaS -- Summary -- Part 2: Innovating with Data and Google Cloud -- Chapter 4: The Role of Data in Digital Transformation -- The role of data in digital transformation -- The farmer's journey - digitally transformed -- The importance of data-driven culture -- Making better decisions -- Improving productivity and efficiency -- Identifying new opportunities -- Gaining a competitive advantage -- The impact of the cloud on data -- Increased scalability and flexibility -- Improved data security -- Reduced costs -- Improved collaboration -- Increased innovation -- Summary…”

Tabla de Contenidos: “…Deploying Thanos Sidecar -- Thanos Compactor -- Vertical compaction -- Downsampling -- Deploying Thanos Compactor -- Thanos Query -- Deploying Thanos Query -- Scaling Thanos Query -- Thanos Query Frontend -- Query sharding and splitting -- Caching -- Deploying Thanos Query Frontend -- Thanos Store -- Deploying Thanos Store -- Scaling Thanos Store -- Thanos Ruler -- Stateless mode -- Deploying Thanos Ruler -- Thanos Receiver -- Deploying Thanos Receiver -- Thanos tools -- Cleanup -- Summary -- Further reading -- Chapter 11: Jsonnet and Monitoring Mixins -- Technical requirements -- Overview of Jsonnet -- Syntax -- Using Jsonnet -- Generating files -- Formatting and linting -- Monitoring Mixins -- Mixin structure -- Using and extending mixins -- Summary -- Further reading -- Chapter 12: Utilizing Continuous Integration Pipelines with Prometheus -- Technical requirements -- GitHub Actions -- Validation in CI -- Using promtool -- Using amtool -- Linting Prometheus rules with Pint -- Configuring Pint -- Integrating Pint with CI -- Summary -- Further reading -- Chapter 13: Defining and Alerting on SLOs -- Technical requirements -- Understanding SLIs, SLOs, and SLAs -- Why SLOs matter -- Types of SLOs -- Defining SLOs with Prometheus data -- Window-based SLOs -- Alerting on SLOs -- Using Sloth and Pyrra for SLOs -- Sloth -- Pyrra -- Summary -- Further reading -- Chapter 14: Integrating Prometheus with OpenTelemetry -- Technical requirements -- Introducing OpenTelemetry -- OTel specification -- OpenTelemetry line protocol -- OpenTelemetry collector -- Collecting Prometheus metrics with the OpenTelemetry collector -- Sending metrics to Prometheus with the OpenTelemetry collector -- Configuring Prometheus -- Configuring OpenTelemetry collector -- Summary -- Further reading -- Chapter 15: Beyond Prometheus -- Technical requirements…”

Tabla de Contenidos: “…Creating a Dockerfile -- Setting up Docker Hub to store Docker images -- Creating a Kubernetes configuration file -- The structure of a Kubernetes spec file -- Creating spec files to deploy our microfrontends -- Setting up a managed Kubernetes Cluster on Azure -- Logging into the Azure portal and setting up a subscription key -- Accessing your Kubernetes cluster via the Azure CLI -- Generating credentials for your DevOps pipelines -- Setting up CI/CD with GitHub Actions -- Setting up GitHub secrets -- Getting started with GitHub Actions -- Updating the remotes -- Summary -- Part 4: Managing Microfrontends -- Chapter 9: Managing Microfrontends in Production -- Foundational components for a strong software delivery model -- Branching strategies -- Versioning micro apps -- Rolling back a micro app -- Deploying micro apps with feature toggles -- Summary -- Chapter 10: Common Pitfalls to avoid when Building Microfrontends -- Don't make your micro apps too small -- Avoiding the overuse of Shared Component Code -- Avoiding using multiple frameworks in your microfrontend -- An inability to deploy an individual micro app -- Excessively relying on state -- Avoiding build-time compilation to assemble Microfrontends -- Avoiding packing your micro apps into NPM packages -- Summary -- Part 5: Emerging Trends -- Chapter 11: Latest Trends in Microfrontends -- Microfrontends - decoupled modular frontends -- The island pattern -- Beyond Webpack with ES Modules -- Using WebAssembly Modules -- Edge Functions or Cloud functions -- Generative AI and Microfrontends -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Advanced topics -- 7 Attention -- 7.1 Neural attention -- 7.2 Data -- 7.3 Static attention: MLP -- 7.4 Temporal attention: LSTM -- 7.5 Experiments -- 7.5.1 MLP -- 7.5.2 LSTM -- Summary -- 8 Multitask learning -- 8.1 Introduction to multitask learning -- 8.2 Multitask learning -- 8.3 Multitask learning for consumer reviews: Yelp and Amazon -- 8.3.1 Data handling -- 8.3.2 Hard parameter sharing -- 8.3.3 Soft parameter sharing -- 8.3.4 Mixed parameter sharing -- 8.4 Multitask learning for Reuters topic classification -- 8.4.1 Data handling -- 8.4.2 Hard parameter sharing -- 8.4.3 Soft parameter sharing -- 8.4.4 Mixed parameter sharing -- 8.5 Multitask learning for part-of-speech tagging and named-entity recognition -- 8.5.1 Data handling -- 8.5.2 Hard parameter sharing -- 8.5.3 Soft parameter sharing -- 8.5.4 Mixed parameter sharing -- Summary -- 9 Transformers -- 9.1 BERT up close: Transformers -- 9.2 Transformer encoders -- 9.2.1 Positional encoding -- 9.3 Transformer decoders -- 9.4 BERT: Masked language modeling -- 9.4.1 Training BERT -- 9.4.2 Fine-tuning BERT -- 9.4.3 Beyond BERT -- Summary -- 10 Applications of Transformers: Hands-on with BERT -- 10.1 Introduction: Working with BERT in practice -- 10.2 A BERT layer -- 10.3 Training BERT on your data -- 10.4 Fine-tuning BERT -- 10.5 Inspecting BERT…”

Tabla de Contenidos: “…-- AI paradigm shift - an introduction to foundation models -- Under the hood of an LLM -- Most popular LLM transformers-based architectures -- Early experiments -- Introducing the transformer architecture -- Training and evaluating LLMs -- Training an LLM -- Model evaluation -- Base models versus customized models -- How to customize your model -- Summary -- References -- Chapter 2: LLMs for AI-Powered Applications -- How LLMs are changing software development -- The copilot system -- Introducing AI orchestrators to embed LLMs into applications -- The main components of AI orchestrators -- LangChain -- Haystack -- Semantic Kernel -- How to choose a framework -- Summary -- References -- Chapter 3: Choosing an LLM for Your Application -- The most promising LLMs in the market -- Proprietary models -- GPT-4 -- Gemini 1.5 -- Claude 2 -- Open-source models -- LLaMA-2 -- Falcon LLM -- Mistral -- Beyond language models -- A decision framework to pick the right LLM -- Considerations -- Case study -- Summary -- References -- Chapter 4: Prompt Engineering -- Technical requirements -- What is prompt engineering? …”

Tabla de Contenidos: “…Spotted Arrays 9 -- 1.6 Summary 11 -- 1.7 Further Reading 13 -- 2 Overview of Data Analysis 15 -- 3 Basic Data Analysis 17 -- 3.1 Absolute Measurements 17 -- 3.2 Scaling 18 -- 3.2.1 Example: Linear and Nonlinear Scaling 20 -- 3.3 Detection of Outliers 20 -- 3.4 Fold Change 21 -- 3.5 Significance 22 -- 3.5.1 Nonparametric Tests 24 -- 3.5.2 Correction for Multiple Testing 24 -- 3.5.3 Example I: t-Test and ANOVA 25 -- 3.5.4 Example II: Number of Replicates 26 -- 3.6 Summary 28 -- 3.7 Further Reading 29 -- 4 Visualization by Reduction of Dimensionality 33 -- 4.1 Principal Component Analysis 33 -- 4.2 Example 1: PCA on Small Data Matrix 35 -- 4.3 Example 2: PCA on Real Data 37 -- 4.4 Summary 37 -- 4.5 Further Reading 39 -- 5 Cluster Analysis 41 -- 5.1 Hierarchical Clustering 41 -- 5.2 K-means Clustering 43 -- 5.3 Self-Organizing Maps 44 -- 5.4 Distance Measures 45 -- 5.4.1 Example: Comparison of Distance Measures 47 -- 5.5 Normalization 49 -- 5.6 Visualization of Clusters 50 -- 5.6.1 Example: Visualization of Gene Clusters in -- Bladder Cancer 50 -- 5.7 Summary 50 -- 5.8 Further Reading 52 -- 6 Beyond Cluster Analysis 55 -- 6.1 Function Prediction 55 -- 6.2 Discovery of Regulatory Elements in Promoter -- Regions 56 -- 6.2.1 Example 1: Discovery of Proteasomal Element 57 -- 6.2.2 Example 2: Rediscovery of Mlu Cell Cycle -- Box (MCB) 57 -- 6.3 Integration of data 58 -- 6.4 Summary 59 -- 6.5 Further Reading 59 -- 7 Reverse Engineering of Regulatory Networks 63 -- 7.1 The Time-Series Approach 63 -- 7.2 The Steady-State Approach 64 -- 7.3 Limitations of Network Modeling 65 -- 7.4 Example 1: Steady-State Model 65 -- 7.5 Example 2: Steady-State Model on Real Data 66 -- 7.6 Example 3: Steady-State Model on Real Data 68 -- 7.7 Example 4: Linear Time-Series Model 68 -- 7.8 Further Reading 71 -- 8 Molecular Classifiers 75 -- 8.1 Classification Schemes 76 -- 8.1.1 Nearest Neighbor 76 -- 8.1.2 Neural Networks 76 -- 8.1.3 Support Vector Machine 76 -- 8.2 Example I: Classification of Cancer Subtypes 77 -- 8.3 Example II: Classification of Cancer Subtypes 78 -- 8.4 Summary 79 -- 8.5 Further Reading 79 -- 9 Selection of Genes for Spotting on Arrays 81 -- 9.1 Gene Finding 82 -- 9.2 Selection of Regions Within Genes 82 -- 9.3 Selection of Primers for PCR 83 -- 9.4 Selection of Unique Oligomer Probes 83 -- 9.4.1 Example: Finding PCR Primers for Gene -- AF105374 83 -- 9.5 Experimental Design 84 -- 9.6 Further Reading 84 -- 10 Limitations of Expression Analysis 87 -- 10.1 Relative VersusAbsoluteRNA Quantification 88 -- 10.2 Further Reading 88 -- 11 Genotyping Chips 91 -- 11.1 Example: NeuralNetworksfor GeneChipprediction 91 -- 11.2 Further Reading 93 -- 12 Software Issues and Data Formats 95 -- 12.1 Standardization Efforts 96 -- 12.2 Standard File Format 97 -- 12.2.1 Example: Small Scripts in Awk 97 -- 12.3 Software for Clustering 98 -- 12.3.1 Example: Clustering with ClustArray 99 -- 12.4 Software for Statistical Analysis 99 -- 12.4.1 Example: StatisticalAnalysis with R 99 -- 12.4.2 The affyR Software Package 103 -- 12.4.3 Commercial Statistics Packages 103 -- 12.5 Summary 103 -- 12.6 Further Reading 104 -- 13 Commercial Software Packages 105 -- 14 Bibliography 109 -- Index 123.…”
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Tabla de Contenidos: “…Intro -- Foreword -- Preface -- Key Takeaways -- Conclusion -- Contents -- Part I: The Rise of Major Cities: Causes and Consequences -- Chapter 1: In the Age of Cities: The Impact of Urbanisation on House Prices and Affordability -- 1 Introduction -- 2 The Popularity of Major Cities -- 3 Consequences of the Rise of Major Cities: Housing Affordability and Its Challenges -- 3.1 Causes of the Housing Affordability Crisis -- 4 The Impact of Institutional Investment on the Housing Market -- 5 Potential Solutions -- 6 Conclusions -- References -- Chapter 2: Tackling London ́s Housing Crisis -- 1 Defining the Crisis -- 2 Building Homes for Londoners -- 3 Beyond Building -- 3.1 Genuinely Affordable Homes -- 3.2 London ́s Private Rented Sector -- 3.3 Homelessness and Rough Sleeping -- 4 Devolution -- References -- Chapter 3: The Housing Market in Major Dutch Cities -- 1 Introduction -- 2 Price Movements in Major Urban Housing Markets Dissected -- 2.1 Signs of Overheating in Major Urban Housing Markets -- 2.2 As Yet no Indications of a Credit-Driven Bubble -- 3 Differences Between the Major Cities and the Rest of the Netherlands -- 3.1 Demand for Housing -- 3.2 Housing Supply -- 4 Conclusions and Policy Recommendations -- References -- Part II: Is There a Bubble in Major Cities? …”

Tabla de Contenidos: “…-- 16.3. The Future and Beyond -- Bibliography -- Index…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Dedication -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Bypassing Network Access Control -- Technical requirements -- Bypassing MAC filtering - considerations for the physical assessor -- Configuring a Kali wireless access point to bypass MAC filtering -- Design weaknesses - exploiting weak authentication mechanisms -- Capturing captive portal authentication conversations in the clear -- Layer-2 attacks against the network -- Bypassing validation checks -- Confirming the Organizationally Unique Identifier -- Passive Operating system Fingerprinter -- Spoofing the HTTP User-Agent -- Breaking out of jail - masquerading the stack -- Following the rules spoils the fun - suppressing normal TCP replies -- Fabricating the handshake with Scapy and Python -- Summary -- Questions -- Further reading -- Chapter 2: Sniffing and Spoofing -- Technical requirements -- Advanced Wireshark - going beyond simple captures -- Passive wireless analysis -- Targeting WLANs with the Aircrack-ng suite -- WLAN analysis with Wireshark -- Active network analysis with Wireshark -- Advanced Ettercap - the man-in-the-middle Swiss Army Knife -- Bridged sniffing and the malicious access point -- Ettercap filters - fine-tuning your analysis -- Killing connections with Ettercap filters -- Getting better - spoofing with BetterCAP -- ICMP redirection with BetterCAP -- Summary -- Questions -- Further reading -- Chapter 3: Windows Passwords on the Network -- Technical requirements -- Understanding Windows passwords -- A crash course on hash algorithms -- Password hashing methods in Windows -- If it ends with 1404EE, then it's easy for me - understanding LM hash flaws -- Authenticating over the network-a different game altogether -- Capturing Windows passwords on the network…”

“…Absolute FreeBSD dives deep into server management, taking you beyond just making things work and into understanding why they work. …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- How This Book Is Organized -- Part 1: Linear Is Out, Circular Is In: An Economic Revolution -- Part 2: Rethinking Business for a Circular Economy -- Part 3: Rethinking Material Lifecycles - The Circular Perspective -- Part 4: Redesigning the Future to Be Circular -- Part 5: Creating a Circular Economy for All -- Part 6: The Part of Tens -- Beyond the Book -- Where to Go from Here -- Part 1 Linear Is Out, Circular Is In: An Economic Revolution -- Chapter 1 Rejecting Waste, Rethinking Materials, and Redesigning the World -- Rejecting the Idea of Waste -- Waste as a driver of the economy -- Waste as a resource -- Rethinking Material Lifecycles -- Take, make, and waste -- Making technical materials circular -- Making biological materials circular -- Upcycling versus downcycling -- Redesigning the Future to Be Circular -- Food production -- Circular businesses, products, and clothing -- A circular economy for all -- Chapter 2 What's Wrong with Being Linear, Anyway? …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- Foolish Assumptions -- About This Book -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Tie Myself Down with a Desktop? …”

“…What You Will Learn Use adaptive thinking to solve real-life AI case studies Rise beyond being a modern-day factory code worker Acquire advanced AI, machine learning, and deep learning designing skills Learn about cognitive NLP chatbots, quantum computing, and IoT and blockchain technology Understand future AI solutions and adapt quickly to them Develop out-of-the-box thinking to face any challenge the market presents In Detail Artificial Intelligence has the potential to replicate humans in every field. …”

Tabla de Contenidos: “…-- Chapter 9 The Strength in Numbers Is Collaboration -- A Person Is a Person through Other People -- A Thumb Working Alone Has Little Value -- We Are Social Butterflies -- Think Big -- Make Your Mark -- An Opportunity Shared Is an Opportunity Doubled -- Supersize Me -- Beyond Borders -- Preparing the Way for Collaboration -- Curators of Curiosity -- Collaboration Takes Energy -- Bring Curiosity to Life -- Take a Wider Angle Lens -- Use Selfie Superpower -- Collaboration 4.0 -- Diversity - It's about Collaboration, Not Just Race and Gender -- Chapter 10 Building Community: 1 + 1 = 3 -- Communities' Role in Riding Out Bad Times -- Community Is King -- Community Is a Unique Selling Proposition for Employers -- Chapter 11 Growing Capability: We Yearn to Learn -- Apply Learning Liberally -- Coaching Is Another C -- Supply Floaties -- Somewhere over the Rainbow -- How Are You Developing Your People? …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Getting Started with Diversity, Equity, and Inclusion -- Chapter 1 Understanding the Fundamentals of Diversity, Equity, and Inclusion -- Re-Shifting the Focus to Diversity, Equity, and Inclusion Work -- Understanding the History of Diversity and Inclusion in the Workplace -- Defining Diversity, Equity, and Inclusion -- Diversity -- Multiple dimensions of diversity -- Equity -- Inclusion -- Diversity, equity, and inclusion -- Breaking Down Other Key DEI-Related Terms -- Ability and disabilities -- Belonging -- BIPOC -- Implicit bias -- Intersectionality -- Isms and phobias -- LGBTQIA+ -- Microaggressions -- Neurodiversity -- Prejudice and stereotypes -- Privilege and power -- Getting Started: Reflection Activity -- Chapter 2 Exploring Key Demographic Trends that Are Redefining the Workplace -- Increasingly Global -- Increasingly Diverse -- Generational diversity -- Gender diversity -- Racial and ethnic diversity -- Increasingly More Flexible and Working More Virtually -- A new way of thinking about work -- The impact diversity, equity, and inclusion -- Increasingly Digital -- Considering the COVID-19 pandemic's effects on digitalization -- Examining automation's and artificial intelligence's impact on talent and DEI -- Increasingly Underskilled -- Chapter 3 Cultivating Skills and Competencies for Leading Today's Workers -- Assessing Your DEI Leadership Effectiveness -- Demonstrating emotional intelligence -- Exhibiting authenticity and transparency -- Building and maintaining trust -- Leading change -- Dealing with conflicts -- Using diplomacy and tact -- Applying an equity lens in decision making -- Exercising cultural competence…”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Getting to Know Your Apple Watch -- Chapter 1 Buying Your Apple Watch -- Discover the Newest Apple Watch Models and watchOS 8 -- Choose the Right Apple Watch for You -- Understand What You Need to Use Your Apple Watch -- Find Out Where to Buy Your Apple Watch -- See What's in the Box -- Take a First Look at Apple Watch -- Get Further Help for Your Apple Watch -- Chapter 2 Setting Up -- Set Up a New Apple Watch -- Put on your Apple Watch -- Turn on and pair your Watch -- Navigating your Apple Watch -- Keep Your Apple Watch Running -- Charge your Apple Watch -- Keep tabs on the battery power -- What to do when your battery is low on power -- Optimize battery charging -- Connecting Apple Watch to Wi-Fi -- Connect Bluetooth Devices to Apple Watch -- Pair a Bluetooth device -- Select an audio output source -- Meet the Apple Watch App -- The My Watch tab -- The Face Gallery tab -- The Discover tab -- Wake Up and Turn Off Apple Watch -- Wake up, Apple Watch! …”