Tabla de Contenidos:

Tabla de Contenidos: “…Conclusion -- Exercises -- References -- Chapter 3: Feed-Forward Neural Networks -- A Short Review of Network's Architecture and Matrix Notation -- Output of Neurons -- A Short Summary of Matrix Dimensions -- Example: Equations for a Network with Three Layers -- Hyper-Parameters in Fully Connected Networks -- A Short Review of the Softmax Activation Function for Multiclass Classifications -- A Brief Digression: Overfitting -- A Practical Example of Overfitting -- Basic Error Analysis -- Implementing a Feed-Forward Neural Network in Keras -- Multiclass Classification with Feed-Forward Neural Networks -- The Zalando Dataset for the Real-World Example -- Modifying Labels for the Softmax Function: One-Hot Encoding -- The Feed-Forward Network Model -- Keras Implementation -- Gradient Descent Variations Performances -- Comparing the Variations -- Examples of Wrong Predictions -- Weight Initialization -- Adding Many Layers Efficiently -- Advantages of Additional Hidden Layers -- Comparing Different Networks -- Tips for Choosing the Right Network -- Estimating the Memory Requirements of Models -- General Formula for the Memory Footprint -- Exercises -- References -- Chapter 4: Regularization -- Complex Networks and Overfitting -- What Is Regularization -- About Network Complexity -- lp Norm -- l2 Regularization -- Theory of l2 Regularization -- Keras Implementation -- l1 Regularization -- Theory of l1 Regularization and Keras Implementation -- Are the Weights Really Going to Zero? …”

Tabla de Contenidos: “…Setting up the Cost Management connector for Power BI -- Forecasting based on manual estimates -- Forecasting based on past usage -- Advanced forecasting by application -- Identifying usage charges by application -- Fully loaded costs in forecasting -- Summary -- Chapter 4: Case Study - Beginning the Azure FinOps Journey -- Case study - Peopledrift Healthcare -- Challenges -- Objectives -- Solution -- Benefits -- Summary -- Part 2: Optimize -- Chapter 5: Hitting the Goals for Usage Optimization -- Technical requirements -- The project management triangle method for goal setting -- Setting OKRs or KPIs -- OKR examples -- KPI - tagging by business unit -- KPI - cost avoidance for unattached disks by business unit -- KPI - Azure Hybrid Benefit utilization by business unit -- KPI - storage accounts with hot, cool, and archive tiers -- Understanding Azure Advisor recommendations for usage optimization -- Accessing Azure Advisor using the portal -- Accessing Azure Advisor using the CLI -- Top 10 usage optimization targets using custom Azure workbooks -- Target 1 - 98% of all your resources must be tagged -- Target 2 - right-sizing underutilized virtual machines -- Target 3 - enabling Azure Hybrid Benefit for Windows and Linux VMs -- Target 4 - right-sizing underutilized SQL databases -- Target 5 - enabling Azure Hybrid Benefit for SQL databases, managed instances, and SQL VMs -- Target 6 - upgrading storage accounts to General-purpose v2 -- Target 7 - deleting unattached discs -- Target 8 - deleting unattached public IPs -- Target 9 - Azure App Service - using the v3 plan with reservations and autoscaling -- Target 10 - Azure Kubernetes Service - using the cluster autoscaler, Spot VMs, and start/stop features in AKS -- Trade-offs of cost versus security, performance, and reliability -- Cost versus security -- Cost versus performance…”

Tabla de Contenidos: “…Backup and recovery strategies and options -- 2.1 Backup requirements -- 2.1.1 Types of events -- 2.1.2 Speed of recovery -- 2.1.3 Backup windows -- 2.1.4 Recovery points -- 2.1.5 Units of recovery -- 2.1.6 Backup of Content Manager supporting files -- 2.2 Backup options for Content Manager -- 2.2.1 Cold backup -- 2.2.2 Warm backup -- 2.2.3 Hot backup -- 2.3 Library Server and DB2 database backup and recovery -- 2.3.1 DB2 logging concepts -- 2.3.2 Backing up a DB2 database -- 2.3.3 Restoring a DB2 database -- 2.4 Resource Manager backup and recovery -- 2.4.1 Resource Manager data areas -- 2.4.2 Resource Manager services -- 2.4.3 Backup and recovery of the storage area -- 2.5 Content Manager configuration -- 2.6 Additional considerations for Content Manager -- 2.6.1 Stopping Content Manager activity -- 2.6.2 Library Server extensions -- 2.6.3 Resource Manager extensions -- 2.6.4 Validation utilities -- 2.6.5 Tivoli Storage Manager backup -- 2.6.6 Information Integrator for Content configuration database -- 2.6.7 Content Manager eClient -- 2.6.8 User applications and custom code -- Chapter 3. …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Contributors -- Table of Contents -- Preface -- Chapter 1: Common Apex Mistakes -- Null pointer exceptions -- Exceptions on object instances -- Exceptions when working with maps -- Safe navigation operator -- Retrieving configuration data in a bulkified way -- Hot and cold data -- Bulkification - querying within loops -- Bulkification - DML within loops -- Hardcoding -- Summary -- Chapter 2: Debugging Apex -- Technical requirements -- Debugging on Salesforce -- Prevention is better than cure -- Log levels -- SFDX and streaming logs -- Debugging using the Apex Replay Debugger -- Apex Interactive Debugger -- ISV Customer Debugger -- Which tool to use? …”

Tabla de Contenidos: “…11 Critique of the Military's Approach To Body Composition Assessment and Evaluation -- APPROACHES -- DISCUSSION -- CONCLUSIONS AND RECOMMENDATIONS -- References -- 12 Body Composition and Performance in Relation To Environment -- DEFINITION OF OBESITY -- PERFORMANCE IN COMFORTABLE CLIMATES -- Physical Performance -- Resting Metabolism -- Endurance Activities -- Lifting and Carrying -- Underwater Activity -- Size Problems -- Poor Health -- OTHER IMPLICATIONS OF OBESITY -- HOT AND COLD ENVIRONMENTS -- CONCLUSIONS AND RECOMMENDATIONS -- References -- 13 Sex Differences and Ethnic/Racial Differences in Body Size and Body Composition -- SEX DIFFERENCES IN BODY SIZE AND BODY COMPOSITION -- ETHNIC AND RACIAL DIFFERENCES IN BODY MASS AND BODY COMPOSITION -- RELEVANT EPIDEMIOLOGIC ASPECTS OF FATNESS AND FITNESS -- ACKNOWLEDGMENTS -- APPENDIX -- PART III COMMITTEE DISCUSSION PAPER -- 14 Body Composition Measurement: Accuracy, Validity, and Comparability -- BACKGROUND -- METHODS AND ASSUMPTIONS -- Measurement and Definitions in Body Composition -- Obesity Prevalence, Age Effects and Weight Fluctuations -- Population Based Data -- Individual-Based Data -- RESEARCH APPLICATIONS -- SUMMARY -- References -- APPENDIXES -- A Accession Standards for the Military Services -- U.S. …”

Tabla de Contenidos: “…Task 2: RC on Launch to Landing, No Power -- Task 3: RC on Launch and Landing, Low Power, Cut Throttle -- Task 4: RC on Launch and Landing, Increasing Power -- Task 5: Turning -- The Wind -- Overall Good Strategies for Learning to Fly -- Skill Building -- Precision Landing -- Hit the Balloon -- Fly in Stressful Situations -- Aerobatics -- Conclusion -- 6 Keeping You and Your Airplane Alive: Diagnostics and Repair -- Preflight Checklists of Use -- The Brief Preflight in 3 Seconds: Servos, Up, Down, Left, Right, Power, Launch -- More Complete Checklist for Aircraft of Questionable Integrity -- Crash Kit -- Basic Crash Kit -- More Complete Crash Kit -- Kinds of Repairs -- The Big-Crash Postflight Inspection -- More Specific Fixes -- Completely Dead Airplane -- Completely Dead Airplane: Rebind the Receiver -- Completely Dead Airplane: ESC Not Sending Power to the Receiver -- Completely Dead Airplane: Receiver/Servo -- Completely Dead Airplane: Transmitter -- Water Immersion -- Servos Operate But Motor Does Not -- Evaluating Motor Damage -- Symptom: Motor Has Weak Thrust -- Motor Vibrates -- Motor Gets Very Hot -- Motor Doesn't Work at All -- Battery Damage -- Highly Suspect Battery -- Check Battery Pack -- Battery Disposal -- Servo Damage -- Servo Not Moving -- Servo Arms Are No Longer Vertical When Trim Tabs Are Centered -- Busted Servo Arm -- Broken Propeller -- Kinds of Prop Damage -- Flutter -- Poor Radio Connection -- Conclusion -- 7 Make Your Plane Look Good for Day Flying -- General Considerations to Keep in Mind -- Examples -- Mouse: Avery Stick-on Labels and Sharpies -- Purple Monster: Wrapping Paper -- Big Pink Angst: Fresnel-Lens Plastic -- Silver Shark: Plastic Film 2 -- Brooklyn Aerodrome Orange Plane (BAOP) Paint on Foam -- Blue Angel and Others in Printed Tyvek -- Flying Heart: Sign Vinyl -- Firefly: Balloon Film -- Decorating with Tape…”

Tabla de Contenidos: “…-- Installation of tools -- Node.js -- bacon.js -- RxJS -- Your first code using reactive programming -- Summary -- Chapter 2: Reacting for the First Time -- The bacon.js observables -- Creating our first observable -- Observables from DOM events (asEventStream) -- Observables from promises (fromPromise) -- Observable node event emitter (fromEvent) -- Observables from an array (fromArray) -- Observables from an array (sequentially) -- Observables from an interval (interval) -- Observables from other sources -- Properties -- Changes in an observable -- Reacting to changes -- Subscribing -- Subscribing using the onValue() method -- Subscribing using the log method -- Subscribing using the assign method -- Acting when an error occurs -- Reading how an operator works -- Transforming events using bacon.js -- Reusing observables -- Observables' lazy evaluation -- Summary -- Chapter 3: A World Full of Changes - Reactive Extensions to the Rescue -- RxJS observables -- Difference between bacon.js and RxJS observables -- Hot and cold observables -- Installing RxJS -- Creating an observable -- Creating an observable from iterable objects -- Creating an observable from a sequence factory -- Creating an observable using range () -- Creating an observable using period of time -- Creating an observable from callbacks -- Creating an observable from a promise -- Creating empty observables -- Creating an observable from a single value -- Creating an observable from a factory function -- Creating an observable from arbitrary arguments -- Creating an observable from an error -- Creating observables from DOM events (or EventEmitter)…”

Tabla de Contenidos: “…Independent Non-persistent -- Disk Mode Setting Use Case Examples -- Snapshots -- OVF Disk Format -- Summary -- Chapter 5: Virtual Network Resources -- Virtual Networking Overview -- Virtual Switches -- Virtual Network Adapters -- Virtual DHCP Server -- NAT Device -- Network Configuration Options -- Bridged Networking -- NAT Configuration -- Host Only -- Network Condition Simulation -- Virtual Network Editor -- Adding a Network -- Summary -- Chapter 6: Virtual Hardware -- Virtual Machine Hardware Versions -- Virtual Hardware Settings -- Memory -- Processors -- Hard Disks -- CD and DVD Drives -- Network Adapters -- USB Controllers -- Sound Cards -- Printer -- Display -- Summary -- Chapter 7: Installing and Configuring VMware Workstation Pro -- Downloading the Software -- Downloading an Evaluation Version -- Download from VMware Customer Connect -- Purchasing Workstation Pro -- Host Requirements -- Host Operating System Requirements -- Supported Guest Operating Systems -- Hyper-V Enabled Host Requirements -- CPU Requirements -- Host Operating System Requirements -- 3D Hardware Accelerated Graphics Requirements -- Hardware Requirements -- Software Requirements -- Installation Process -- Configuring Preferences -- Accessing the Preferences Menu -- Workspace Configuration Preferences -- Default Location for Virtual Machines -- Virtual Machines -- Privacy -- Input Configuration Preferences -- Keyboard and Mouse -- Cursor -- Hot Keys -- Display -- Autofit -- Full Screen -- Color Theme -- Graphics -- Menu and Toolbar -- Unity -- USB -- Updates -- Software Updates -- VMware Tools Updates -- Feedback -- Memory -- Reserved Memory -- Additional Memory -- Priority -- Default Process Priority -- Snapshots -- Devices -- Removable Media -- Virtual Printer -- Summary -- Chapter 8: A Guided Tour of the UI -- Screen Layout -- Menu Bar -- Toolbar -- Library…”

Tabla de Contenidos: “….) -- Stock Options, Risk, and Manipulations -- Too Hot to Handle: Explaining Excessive Top Management Remuneration -- How to Justify Paying Top Managers Too Much -- Ceos Do Seek Advice - if You Pay Them for It . . . -- Dirty Laundry: Who Is Hiding the Bad Stuff? …”

Tabla de Contenidos: “…Conté: Shinro Ohtake: Naoshima Public Baths, Naoshima, Kagawa, Japan; OMA*AMO/Rem Koolhaas: Prada Transformer, Seoul, South Korea; OMA*AMO/Rem Koolhaas: CCTV Television Station and Headquarters, TVCC Television Cultural Center, Beijing, China; Paredes Pedrosa Arquitectos: La Olmeda Roman Villa, Pedrosa de la Vega, Palencia, Spain; Dominique Perrault: EWHA Womans University, Seoul, South Korea; Renzo Piano: Emilio and Annabianca Vedova Foundation, Venice, Italy; Plasma Studio: Flowing Gardens, Xi'an World Horticultural Fair 2011, Xi'an, China; Rudy Ricciotti: Villa Navarra, Le Muy, France; Peter Rich: Alexandra Heritage Center, Johannesburg, Gauteng, South Africa; Peter Rich: Mapungubwe Interpretation Center, Mapungubwe National Park, Limpopo, South Africa; Rotor: RDF181, Brussels, Belgium; Hiroshi Sambuichi: Miyajima Office, Hatsukaichi, Hiroshima, Japan; Sanaa/Kazuyo Sejima + Ryue Nishizawa: Serpentine Pavilion, Kensington Gardens, London, UK; Sanaa/Kazuyo Sejima + Ryue Nishizawa: Rolex Learning Center, EPFL, Lausanne, Switzerland; Germán del Sol: Termas Geométricas Hot Springs Complex, Coñaripe; Germán del Sol: Villarrica National Park, Los Lagos Region, Chile; Skidmore, Owings & Merrill: Burj Khalifa, Dubai, UAE; Splitterwerk: Frog Queen, Graz, Austria; Hiroshi Sugimoto: Izu Photo Museum, Nagaizumi, Shizuoka, Japan; Supersudaka: Kiltro House, Talca, Chile; Masaharu Takasaki: Tenchi House, Mono Cosmology, Nagoya, Japan; Yoshioka Tokujin: Swarovski Ginza, Tokyo, Japan; Yoshioka Tokujin: Waterfall, Tokyo, Japan; De Vylder Vinck Taillieu: Production Facilities for Les Ballets C de la B and LOD, Ghent, Belgium…”

Tabla de Contenidos: “…3.2.2 General Categorization of Phase Change Materials -- 3.2.2.1 Organic -- 3.2.2.2 Inorganic -- 3.2.2.3 Eutectic Mixtures -- 3.2.2.4 Comparison Summary -- 3.2.3 Encapsulation -- 3.2.3.1 Microencapsulation -- 3.2.3.2 Macroencapsulation -- 3.2.4 Long-Term Stability -- 3.3 State-of-the-Art Phase Change Materials -- 3.3.1 Phase Change Material Compounds -- 3.3.2 Phase Change Materials in Products for Building Applications -- 3.3.3 Phase Change Materials in Windows -- 3.3.4 Comparison of Commercial Products -- 3.4 Phase Change Materials in Building Applications -- 3.4.1 Building Applications -- 3.4.1.1 Free Cooling -- 3.4.1.2 Peak Load Shifting -- 3.4.1.3 Active Building Systems -- 3.4.1.4 Passive Building Systems -- 3.4.1.5 Thermal Comfort Control -- 3.4.2 Solar Energy Storage -- 3.4.3 Examples of Integration of Phase Change Materials for Passive Systems -- 3.4.3.1 Walls -- 3.4.3.2 Floors -- 3.4.3.3 Roofs -- 3.4.3.4 Windows and Shutters -- 3.4.3.5 Concrete -- 3.4.3.6 Thermal Insulation Materials -- 3.4.3.7 Furniture and Indoor Appliances -- 3.4.4 Retrofitting -- 3.4.5 Safety Requirements -- 3.5 Future Research Opportunities -- 3.5.1 Improving the Current Technologies -- 3.5.1.1 Increasing Thermal Storage Capacity -- 3.5.1.2 Enhancing Heat Transfer -- 3.5.2 New Technologies -- 3.5.2.1 Nanoencapsulated Phase Change Materials -- 3.5.2.2 Adjustable Phase Change Temperature -- 3.5.3 Further Reflections -- 3.5.3.1 Developing a Standard Test Scheme -- 3.5.3.2 Differential Scanning Calorimetry -- 3.5.3.3 T-History -- 3.5.3.4 Dynamic Heat Flow Apparatus -- 3.5.3.5 Dynamic Hot Box -- 3.5.3.6 Dynamic Guarded Hot Plate -- 3.5.3.7 M-Value -- 3.5.3.8 Environmental Impact Assessments -- 3.5.3.9 Expected Lifetime Predicament of Phase Change Materials -- 3.5.3.10 Quantifying the Effect of Phase Change Materials in Real-Life Buildings…”

Tabla de Contenidos: “…Basic redundancy means - terms -- 1.6.2. Hot redundancy -- 1.6.3. Cold redundancy -- 1.6.4. …”

Tabla de Contenidos: “…-- Widgets, widgets, everywhere -- Flutter rendering -- Flutter - rendering by itself -- Composability -- Immutability -- Everything is a widget -- Building and running Flutter -- Debug mode -- Release mode -- Profile mode -- Supported platforms -- The pubspec.yaml file -- Running the generated project -- Summary -- Chapter 2: An Introduction to Dart -- Technical requirements -- Getting started with Dart -- The evolution of Dart -- How Dart works -- Introducing the structure of the Dart language -- Hands-on with Dart -- Variables and data types -- Variable declaration -- Null safety -- Built-in types -- Control flows and looping -- If/else -- While and do-while loops -- For loops -- break and continue -- Hands-on continued -- Functions and methods -- Function parameters -- Summary -- Chapter 3: Flutter versus Other Frameworks -- Native development -- Developers -- Project management -- Defect reports -- Performance -- Platform features -- Hot reload -- User experience -- App size -- New platforms -- Retired platforms -- Overview -- Cross-platform frameworks -- React Native -- Xamarin -- Cordova -- Popularity -- Flutter community -- Events -- News and discussion -- Resources -- Flutter strengths and weaknesses -- Strengths -- Weaknesses -- Summary -- Chapter 4: Dart Classes and Constructs -- Technical requirements -- Object orientation in Dart -- Objects and classes -- Other OOP artifacts…”

Tabla de Contenidos: “…Access 1 Switch (2960) -- Access 2 Switch (2960) -- Chapter 4 Implementing Inter-VLAN Routing -- Inter-VLAN Communication Using an External Router: Router-on-a-Stick -- Inter-VLAN Communication Tips -- Inter-VLAN Communication on a Multilayer Switch Through a Switch Virtual Interface -- Removing L2 Switchport Capability of a Switch Port -- Configuring SVI Autostate -- Configuring a Layer 3 EtherChannel -- Configuring Inter-VLAN Communication -- Configuration Example: Inter-VLAN Communication -- ISP Router -- CORP Router -- L2Switch2 (Catalyst 2960) -- L3Switch1 (Catalyst 3560) -- L2Switch1 (Catalyst 2960) -- Configuring DHCP Server on a Router or Layer 3 Switch -- Verifying and Troubleshooting DHCP Configuration -- Configuring a DHCP Helper Address -- DHCP Client on a Cisco IOS Software Ethernet Interface -- Configuration Example: DHCP -- Edmonton Router -- Gibbons Router -- Configuring Cisco Express Forwarding -- Verifying CEF -- Troubleshooting CEF -- Chapter 5 Implementing a Highly Available Network -- Implementing Network Logging -- Configuring Syslog -- Configuring an SNMP Managed Node -- Service Level Agreements (SLA) -- Configuring IP SLA (Catalyst 3750) -- Monitoring IP SLA Operations -- Chapter 6 Implementing a First Hop Redundancy Protocols Solution -- Hot Standby Routing Protocol -- Configuring HSRP -- Default HSRP Configuration Settings -- Verifying HSRP -- HSRP Optimization Options -- Multiple HSRP -- HSRP IP SLA Tracking -- Debugging HSRP -- Virtual Router Redundancy Protocol -- Configuring VRRP -- Verifying VRRP -- Debugging VRRP -- Gateway Load Balancing Protocol -- Configuring GLBP -- Verifying GLBP -- Debugging GLBP -- Configuration Example: HSRP on L3 Switch -- Switch DLS1 -- Switch DLS2 -- IP SLA Tracking-Switch DLS1 VLAN 10 -- Configuration Example: GLBP -- DLS1 -- DLS2…”

Tabla de Contenidos: “…-- References -- Chapter 2 The Job Interview-It's Tougher for Women -- References -- Chapter 3 Working from Home Is Great-But It May Hurt Your Career -- References -- Chapter 4 Social Skills Are Worth More Now Than 10 Years Ago-Much More -- References -- Chapter 5 Fifty Percent of People Find a New Job Through Their Social Networks-Weak Connections Matter More Than Strong Ones -- References -- Chapter 6 When Finding a New Job, Rigidly Structuring Your Day Is a Power Move -- References -- Chapter 7 Better "Zappa" Than "Adams"-Why Coming Later Alphabetically Gives You an Unfair Advantage -- References -- Chapter 8 Job Hunting and Patience -- References -- Part II Behavioral Economics for Hiring and Retaining Talent -- Chapter 9 Startups with a Larger Share of Women Last Longer -- References -- Chapter 10 The Unintended Positive Side Effects of Employee Referral Programs -- References -- Chapter 11 Managers Make Systematic Hiring Mistakes-Machines Can Help -- References -- Chapter 12 Why Employers Prefer Employees Who Don't Job Hop -- References -- Chapter 13 Look for Candidates Who Demonstrate Patience and Long-Term Thinking -- References -- Chapter 14 Unintended Negative Consequences of Salary Transparency -- References -- Part III Behavioral Economics for Managers: Teamwork, Motivation, and Productivity -- Chapter 15 Prejudiced Managers Hurt Employee Productivity-More by Neglect and Lack of Engagement Than Active Discrimination -- References -- Chapter 16 When It's Hot Outside, People Are More Risk Averse and Make Worse Decisions -- References…”

Tabla de Contenidos: “…Storage replication types -- Locally Redundant Storage -- Zone Redundant Storage -- Geo-redundant Storage -- Azure Blob Storage -- Access tiers -- Hot -- Cool -- Archive -- Azure Table Storage -- Creating a storage account -- Uploading data to Azure Table Storage -- Azure Queue Storage -- Azure File Storage -- Azure Disk Storage -- Standard Disk Storage -- Premium Disk Storage -- Unmanaged versus Managed Disks -- StorSimple -- StorSimple Virtual Array -- StorSimple 8000 Series -- Cosmos DB Storage -- Azure Search -- Summary -- Questions -- Further reading -- Chapter 8: Scalable Data Implementations -- Technical requirements -- Azure Data Catalog -- Azure Data Factory -- Azure SQL Data Warehouse -- Azure Data Lake -- Azure Data Lake Store -- Azure Data Lake Analytics -- Analyzing your data using Data Lake Analytics -- Azure HDInsight -- Azure Analysis Services -- Azure SQL Database -- SQL Server Stretch Database -- High availability -- Active geo-replication -- Failover groups -- Configuring active geo-replication and failover groups -- Backup and recovery -- Azure Database for MySQL -- Azure Database for PostgreSQL -- Summary -- Questions -- Further reading -- Chapter 9: Securing Your Resources -- Technical requirements -- Azure Active Directory -- Microsoft Graph -- Azure AD Connect -- Azure Active Directory password hash synchronization -- Azure Active Directory pass-through authentication -- Active Directory Federation Services -- Multi-Factor Authentication -- Enabling MFA in the Azure Portal -- Enabling MFA in Office 365 -- Azure Active Directory Business to Business -- Azure Active Directory Business to Consumer -- Leveraging Azure AD B2C in your application -- Summary -- Questions -- Further reading -- Chapter 10: Securing Your Data -- Technical requirements -- Azure Key Vault -- Creating an Azure Key Vault in the Azure Portal…”

Tabla de Contenidos: “…3: ETHICS/SOCIAL RESPONSIBILITY: Interpreting the Americans with Disabilities Act: The Hot Frontier of Diversity Management -- YOU MANAGE IT! …”

Tabla de Contenidos: “…Cover -- Copyright and Credits -- Packt Upsell -- Foreword -- Contributors -- Table of Contents -- Preface -- Chapter 1: Getting Started -- Understanding deep learning -- Perceptron -- Activation functions -- Sigmoid -- The hyperbolic tangent function -- The Rectified Linear Unit (ReLU) -- Artificial neural network (ANN) -- One-hot encoding -- Softmax -- Cross-entropy -- Dropout -- Batch normalization -- L1 and L2 regularization -- Training neural networks -- Backpropagation -- Gradient descent -- Stochastic gradient descent -- Playing with TensorFlow playground -- Convolutional neural network -- Kernel -- Max pooling -- Recurrent neural networks (RNN) -- Long short-term memory (LSTM) -- Deep learning for computer vision -- Classification -- Detection or localization and segmentation -- Similarity learning -- Image captioning -- Generative models -- Video analysis -- Development environment setup -- Hardware and Operating Systems - OS -- General Purpose - Graphics Processing Unit (GP-GPU) -- Computer Unified Device Architecture - CUDA -- CUDA Deep Neural Network - CUDNN -- Installing software packages -- Python -- Open Computer Vision - OpenCV -- The TensorFlow library -- Installing TensorFlow -- TensorFlow example to print Hello, TensorFlow -- TensorFlow example for adding two numbers -- TensorBoard -- The TensorFlow Serving tool -- The Keras library -- Summary -- Chapter 2: Image Classification -- Training the MNIST model in TensorFlow -- The MNIST datasets -- Loading the MNIST data -- Building a perceptron -- Defining placeholders for input data and targets -- Defining the variables for a fully connected layer -- Training the model with data -- Building a multilayer convolutional network -- Utilizing TensorBoard in deep learning -- Training the MNIST model in Keras -- Preparing the dataset -- Building the model…”

Tabla de Contenidos: “…-- Public versus private blockchains -- Unexpected security risks -- Security starts at the network architecture level -- Importance of the consensus protocol -- Bugs in the blockchain code -- Manage asset security -- Difference between hot and cold wallets -- Software wallets (desktop and mobile) -- Online or web wallets -- Physical or paper wallets -- Hardware wallets -- Access control -- Reversibility of transactions -- Maintaining privacy on the blockchain -- Maintaining today's level of privacy -- Secure multi-party computation -- Zero-knowledge proofs -- Permissioned blockchain -- Making sense of smart contracts -- What is a smart contract? …”