Tabla de Contenidos: “…TL3 Regions in Australia -- 3 Creating an enabling environment for Indigenous entrepreneurs and small business -- Introduction -- Indigenous entrepreneurship and place -- Indigenous entrepreneurship -- Legal and administrative framework related to Indigenous lands and waters -- Business structures and economic institutions -- Indigenous economies in a regional context -- Opportunities in the tradeable sector for Indigenous communities in rural areas -- Typology to understand development opportunities for Indigenous communities in rural areas -- Case study communities -- Socio-economic profile -- Northern Territory: Ntari/ Hermannsburg, APY/NPY Lands and East Arnhem Land -- Ntari/ Hermannsburg -- APY/NPY Lands -- East Arnhem Land -- Government policy frameworks -- Discussion -- Local and regional development priorities: Western Sydney, New South Wales -- Local and regional Indigenous institutions -- Government policy frameworks -- Discussion -- Local and regional development priorities: Goulburn Valley and Shepparton, Victoria…”

Tabla de Contenidos: “…. -- Chapter 3: Building a RESTful API -- Technical requirements -- Introduction -- CRUD operations using ExpressJS' route methods -- Getting ready -- How to do it... -- Let's test it... -- How it works... -- CRUD operations with Mongoose -- Getting ready -- How to do it... -- See also -- Using Mongoose query builders -- Getting ready -- How to do it... -- See also -- Defining document instance methods -- Getting ready -- How to do it... -- There's more... -- See also -- Defining static model methods -- Getting ready -- How to do it... -- There's more... -- See also -- Writing middleware functions for Mongoose -- Getting ready -- How to do it... -- Document middleware functions -- Query middleware functions -- Model middleware functions -- There's more... -- See also -- Writing custom validators for Mongoose's schemas -- Getting ready -- How to do it... -- See also -- Building a RESTful API to manage users with ExpressJS and Mongoose -- Getting ready -- How to do it... -- Let's test it... -- How it works... -- See also -- Chapter 4: Real-Time Communication with Socket.IO and ExpressJS -- Technical requirements -- Introduction -- Understanding Node.js events -- Getting ready -- How to do it... -- How it works... -- There's more... -- Understanding Socket.IO events -- The Socket.IO server events -- Socket.IO client events -- Getting ready -- How to do it... -- How it works... -- Working with Socket.IO namespaces -- Getting ready -- How to do it... -- Let's test it... -- How it works... -- There's more... -- io.Manager -- Defining and joining Socket.IO rooms -- Getting ready -- How to do it... -- There's more... -- Writing middleware for Socket.IO -- Getting ready -- How to do it... -- Let's test it... -- Integrating Socket.IO with ExpressJS -- Getting ready -- How to do it…”

Tabla de Contenidos: “…-- Getting and preparing data in Hadoop -- Training and storing models on big data -- Apache Spark machine learning API -- Summary -- Chapter 5: Regression on Big Data -- Linear regression -- What is simple linear regression? …”

Tabla de Contenidos: “…. -- See also -- Deployment API -- Getting ready -- How to do it... -- How it works... -- Using kubectl set to update the container image -- Updating the YAML and using kubectl apply -- See also -- Working with Services -- Getting ready -- How to do it... -- Creating a Service for different resources -- Creating a Service for a Pod -- Creating a Service for a Deployment with an external IP -- Creating a Service for an Endpoint without a selector -- Creating a Service for another Service with session affinity -- Deleting a Service -- How it works... -- There's more... -- See also -- Working with volumes -- Getting ready -- How to do it... -- emptyDir -- hostPath -- NFS -- glusterfs -- downwardAPI -- gitRepo -- There's more... -- PersistentVolumes -- Using storage classes -- gcePersistentDisk -- awsElasticBlockStore -- See also -- Working with Secrets -- Getting ready -- How to do it... -- Creating a Secret -- Working with kubectl create command line -- From a file -- From a directory -- From a literal value -- Via configuration file -- Using Secrets in Pods -- By environment variables -- By volumes -- Deleting a Secret -- How it works... -- There's more... -- Using ConfigMaps -- Mounting Secrets and ConfigMap in the same volume -- See also -- Working with names -- Getting ready -- How to do it... -- How it works... -- See also -- Working with Namespaces -- Getting ready -- How to do it... -- Creating a Namespace…”

Tabla de Contenidos: “…10.2.5 Processing classification changes recap -- 10.3 Implementing an access model -- 10.3.1 Security groups -- 10.3.2 Securing Azure Data Explorer -- 10.3.3 Access model recap -- 10.4 Complying with GDPR and other considerations -- 10.4.1 Data handling -- 10.4.2 Data subject requests -- 10.4.3 Other considerations -- Summary -- 11 Distributing data -- 11.1 Data distribution overview -- 11.2 Building a data API -- 11.2.1 Introducing Azure Cosmos DB -- 11.2.2 Populating the Cosmos DB collection -- 11.2.3 Retrieving data -- 11.2.4 Data API recap -- 11.3 Serving machine learning -- 11.4 Sharing data for bulk copy -- 11.4.1 Separating compute resources -- 11.4.2 Introducing Azure Data Share -- 11.4.3 Sharing data for bulk copy recap -- 11.5 Data sharing best practices -- Summary -- Appendix A. …”

Tabla de Contenidos: “…11.1.2 Kampagneneinstellungen -- 11.1.3 Tracking -- 11.1.4 Weitere Kampagnen-Optionen -- 11.1.5 Auswahl des Templates -- 11.2 E-Mail-Inhalte verfassen -- 11.2.1 Merge-Tags -- 11.2.2 Tests vor dem Versand -- 11.3 Newsletter-Versand -- 11.4 A/B-Tests -- 11.4.1 Aufsetzen einer A/B-Kampagne -- 11.4.2 Eintragen der Testvarianten -- 11.4.3 A/B-Testergebnis -- Kapitel 12: Automations -- 12.0.1 Automation einrichten -- 12.0.2 Mehrstufige Automation -- Kapitel 13: Analyse und Auswertung -- 13.1 Vorbereitung -- 13.1.1 Kampagnentracking aktivieren -- 13.1.2 Verknüpfung mit Google Analytics -- 13.2 Statistiken abrufen -- 13.2.1 Zustellbarkeit und Bounces -- 13.2.2 Öffnungsrate -- 13.2.3 Klickrate -- 13.2.4 Newsletter-Abmeldungen -- 13.2.5 Beschwerden -- 13.3 Statistiken zugänglich machen -- 13.3.1 Benutzer-Berechtigung »Viewer« -- 13.3.2 Zugriff auf einzelne Statistiken -- 13.3.3 Kampagnen-Report herunterladen -- 13.3.4 Reports drucken und exportieren -- 13.4 Auswertung in Google Analytics -- Kapitel 14: Fortgeschrittene Anwendungen -- 14.1 Webhooks -- 14.1.1 Webhook einrichten -- 14.1.2 Webhook testen -- 14.2 Goal -- 14.2.1 Goal-Unterstützung einrichten -- 14.2.2 Goal-Tracking aktivieren -- 14.2.3 Goal-Automations -- 14.2.4 Praxisbeispiel -- 14.3 MailChimp-API -- 14.3.1 API-Key -- 14.3.2 API-Playground -- Kapitel 15: MailChimp-Apps -- Kapitel 16: Ausblick -- Stichwortverzeichnis…”

Tabla de Contenidos: “…-- NIST definition -- Cloud computing benefits -- Economies of scale -- Understanding Cloud Computing Models -- Deployment models -- Public cloud -- Private cloud -- Hybrid cloud -- Service delivery models -- Software as a Service (SaaS) -- Platform as a Service (PaaS) -- Infrastructure as a Service (IaaS) -- Introducing Microsoft Azure Services -- Azure history -- PaaS products -- Starting Your First Azure Subscription -- Understanding subscription types -- Creating a free Azure account -- Viewing subscription details -- Staying Current with Azure -- Customizing the Azure user experience -- Rolling with the Azure updates -- Chapter 2 Exploring Azure Resource Manager -- Introducing Azure Resource Manager -- REST APIs -- Resource providers -- JSON -- ARM management scopes -- Getting Familiar with Azure Regions -- Availability zones -- Geographies -- Sovereign regions -- Paired regions -- Introducing the Azure Management Tools -- Azure portal -- Azure PowerShell -- Azure CLI and Azure Cloud Shell -- Azure SDKs -- ARM REST API -- Azure Storage Explorer -- Azure Bicep -- Installing Azure CLI on the Desktop -- Part 2 Deploying Infrastructure Services to Microsoft Azure -- Chapter 3 Managing Storage in Azure -- Understanding Azure Storage Data Types -- Unstructured data -- Semistructured data -- Structured data -- Working with a Storage Account -- Creating a storage account -- Using the blob service -- Installing Azure Storage Explorer -- Uploading blobs -- Changing blob access tiers -- Understanding the file, table, and queue services -- File service…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Dedicated -- Contributors -- Table of Contents -- Preface -- Chapter 1: A Brief History of Deploying Salesforce Changes -- An introduction to the history of Salesforce as a development platform -- Custom objects -- S-Controls -- SOQL -- Sforce web services -- Workflows -- Apex and Visualforce -- Sandboxes and change sets -- Metadata and Tooling APIs -- Metadata API -- Tooling API -- The Force.com IDE and Mavensmate -- The Force.com IDE -- Mavensmate -- Introducing SFDX -- DevOps Center -- Summary -- Chapter 2: Developing a DevOps Culture -- The need for a DevOps culture -- Strongly defined teams -- Closely working together -- Constant evolution -- Collaboration and communication -- Adoption and alignment -- Questions to start with -- Making life easy for your teams -- Governance and risk management -- Summary -- Chapter 3: The Value of Source Control -- Technical requirements -- The importance of source control -- Collaboration -- Traceability -- Automation -- Continuous integration -- Continuous deployment -- Continuous delivery (also CD) -- Rollbacks -- Incremental development -- Fundamental Git operations -- Commits -- Staging -- Repositories -- Putting source control into practice -- Initializing a new repository -- Adding new files to the staging area -- Checking everything has been added before the commit -- Committing changes to the local repository -- Connecting your remote repository -- Pushing changes to a remote repository -- Merging changes from one branch to another -- Merge strategies -- Creating a new branch -- Switching to a different branch -- Viewing commit history -- Reverting to a previous version of a file -- Git rebasing -- Effective Salesforce branching strategies -- Git as a backup -- Trunk-based development -- The feature branch model -- The protected master branch model…”

Tabla de Contenidos: “…Feature Crosses -- TensorFlow Transform -- TensorFlow Data API (tf.data) -- TensorFlow Transform -- GCP Data and ETL Tools -- Summary -- Exam Essentials -- Review Questions -- Chapter 4 Choosing the Right ML Infrastructure -- Pretrained vs. …”

Tabla de Contenidos: “…Creating Entities -- ApplicationUser -- Quiz -- Question -- Answer -- Result -- Defining relationships -- The one-to-many EF Lazy-Load pattern -- Setting up the DbContext -- Database initialization strategies -- Choosing the Database Engine -- Updating the appsettings.json file -- Creating the Database -- Updating Startup.cs -- Adding the Initial Migration -- The "No executable found matching command dotnet-ef" error -- Understanding Migrations -- Implementing a Data Seed strategy -- Creating a DbSeeder class -- Adding the DbSeeder to Startup.cs -- Seeding the Database -- Updating the QuizController -- Introducing Mapster -- Installation -- Basic usage -- Updating the QuizController -- Testing the Data Provider -- Suggested topics -- Summary -- Chapter 5: Client-Server Interactions -- Add, update, and delete quizzes -- Updating QuizController -- Adapting the client -- Adding QuizEditComponent -- Activating the Edit mode -- Event handlers versus router links -- Adding the Edit route -- Implementing the Delete feature -- A word on Observables -- First client-server test -- The client-server workflow -- Questions, answers, and results -- Server-side tasks -- QuestionController -- AnswerController -- ResultController -- BaseApiController -- Implementing BaseApiController -- Client-side tasks -- Adding the interfaces -- QuestionListComponent -- Introducing ngOnChanges() -- Why bother? …”

Tabla de Contenidos: “…. -- Accessing the Ceph object storage using S3 API -- How to do it... -- Configuring DNS -- Configuring the s3cmd client -- Configure the S3 client (s3cmd) on client-node1 -- Accessing the Ceph object storage using the Swift API -- How to do it... -- Integrating RADOS Gateway with OpenStack Keystone -- How to do it... -- Integrating RADOS Gateway with Hadoop S3A plugin -- How to do it... -- Chapter 5: Working with Ceph Object Storage Multi-Site v2 -- Introduction -- Functional changes from Hammer federated configuration -- RGW multi-site v2 requirement -- Installing the Ceph RGW multi-site v2 environment -- How to do it... -- Configuring Ceph RGW multi-site v2 -- How to do it... -- Configuring a master zone -- Configuring a secondary zone -- Checking the synchronization status -- Testing user, bucket, and object sync between master and secondary sites -- How to do it... -- Chapter 6: Working with the Ceph Filesystem -- Introduction -- Understanding the Ceph Filesystem and MDS -- Deploying Ceph MDS -- How to do it... -- Accessing Ceph FS through kernel driver -- How to do it... -- Accessing Ceph FS through FUSE client -- How to do it... -- Exporting the Ceph Filesystem as NFS -- How to do it... -- Ceph FS - a drop-in replacement for HDFS -- Chapter 7: Monitoring Ceph Clusters -- Introduction -- Monitoring Ceph clusters - the classic way…”

Tabla de Contenidos: “…- Serverless -- Taking back control - DevOps -- Understanding the key aspects of DevOps -- Determining the benefits of DevOps (and some negatives) -- It's not all about HTML, CSS, and JS - Python -- Reviewing the roadmap -- Summary -- Chapter 6: Exploring Modern Frontend Development -- Technical requirements -- Abstracting away the basics -- Meeting the modern frontend tools -- Meeting React -- Meeting Vue -- Meeting Angular -- Boosting CSS capabilities -- Examining Bootstrap -- Examining Tailwind -- Transpiling and data typing -- Introducing Babel -- Introducing TS -- Packing up and going - bundlers -- Reviewing the roadmap -- Summary -- Chapter 7: From Front to Back - More on Backend Tools and Technologies -- Technical requirements -- Getting to the heart of the matter - data -- Relational databases -- NoSQL databases -- Basic CRUD operations -- Building web APIs with REST, Node, and Express -- Introducing REST -- REST in practice -- Building your first REST API -- Testing the API with Postman -- Going back to the future - SSR -- Using PHP on the server side…”

Tabla de Contenidos: “…-- The rise of Transformer 4.0 seamless APIs -- Choosing ready-to-use API-driven libraries -- Choosing a Transformer Model -- The role of Industry 4.0 artificial intelligence specialists -- Summary -- Questions -- References -- Chapter 2: Getting Started with the Architecture of the Transformer Model -- The rise of the Transformer: Attention is All You Need -- The encoder stack -- Input embedding -- Positional encoding -- Sublayer 1: Multi-head attention -- Sublayer 2: Feedforward network -- The decoder stack -- Output embedding and position encoding -- The attention layers -- The FFN sublayer, the post-LN, and the linear layer -- Training and performance -- Tranformer models in Hugging Face -- Summary -- Questions -- References -- Chapter 3: Fine-Tuning BERT Models -- The architecture of BERT -- The encoder stack -- Preparing the pretraining input environment -- Pretraining and fine-tuning a BERT model -- Fine-tuning BERT -- Hardware constraints -- Installing the Hugging Face PyTorch interface for BERT -- Importing the modules -- Specifying CUDA as the device for torch -- Loading the dataset -- Creating sentences, label lists, and adding BERT tokens -- Activating the BERT tokenizer -- Processing the data -- Creating attention masks -- Splitting the data into training and validation sets -- Converting all the data into torch tensors -- Selecting a batch size and creating an iterator -- BERT model configuration…”

Tabla de Contenidos: “…Exercise 3.01 - adding a basic fragment and the fragment lifecycle -- Exercise 3.02 - adding fragments statically to an activity -- Static fragments and dual-pane layouts -- Exercise 3.03 - dual-pane layouts with static fragments -- Dynamic fragments -- Exercise 3.04 - adding fragments dynamically to an activity -- Jetpack Navigation -- Exercise 3.05 - adding a Jetpack navigation graph -- Activity 3.01 - creating a quiz on the planets -- Summary -- Chapter 4: Building App Navigation -- Technical requirements -- Navigation overview -- Navigation drawer -- Exercise 4.01 - creating an App with a navigation drawer -- Bottom navigation -- Exercise 4.02 - adding bottom navigation to your app -- Tabbed navigation -- Exercise 4.03 - using tabs for app navigation -- Activity 4.01 - building primary and secondary app navigation -- Summary -- Part 2: Displaying Network Calls -- Chapter 5: Essential Libraries: Retrofit, Moshi, and Glide -- Technical requirements -- Introducing REST, API, JSON, and XML -- Fetching data from a network endpoint -- Exercise 5.01 - reading data from an API -- Parsing a JSON response -- Exercise 5.02 - extracting the image URL from the API response -- Loading images from a remote URL -- Exercise 5.03 - loading the image from the obtained URL -- Activity 5.01 - displaying the current weather -- Summary -- Chapter 6: Adding and Interacting with RecyclerView -- Technical requirements -- Adding RecyclerView to our layout -- Exercise 6.01 - adding an empty RecyclerView to your main activity -- Populating RecyclerView -- Exercise 6.02 - populating your RecyclerView -- Responding to clicks in RecyclerView -- Exercise 6.03 - responding to clicks -- Supporting different Item types -- Exercise 6.04 - adding titles to RecyclerView -- Swiping to remove Items -- Exercise 6.05 - adding swipe to delete functionality -- Adding items interactively…”

Tabla de Contenidos: “…Chapter 5: Developing Solutions That Use Cosmos DB Storage -- Introduction to NoSQL Solution -- Understanding the Benefits of NoSQL Databases -- Exploring Azure NoSQL Platforms -- Developing a Solution for Azure Table Storage -- The Structure of an Azure Table Storage Account -- Exercise 1: Provisioning a Storage Account -- Querying Azure Table Storage with a RESTful Interface -- Summary of Azure Table Storage -- Developing a Solution for Azure Cosmos DB -- Exploring Cosmos DB APIs -- Azure Cosmos DB for Table -- Azure Cosmos DB for MongoDB -- Azure Cosmos DB for Apache Cassandra -- Azure Cosmos DB for Apache Gremlin -- Azure Cosmos DB for PostgreSQL -- Azure Cosmos DB for NoSQL -- Provisioning -- Exercise 2: Using the Azure CLI to Provision Cosmos DB -- High Availability -- Consistency Levels -- Networking Settings -- Encryption Settings -- Backups and Recovery -- Partitions -- Indexing -- Time to Live -- Inserting and Querying Documents -- Connecting to a Cosmos DB Account from Code -- User-Defined Functions -- Stored Procedures -- Triggers -- Leveraging a Trigger Validation from Code -- The Cosmos DB REST API -- Optimistic Concurrency -- Leveraging a Change Feed for App Integration -- Processing the Change Feed from Code -- Optimizing Database Performance and Costs -- Summary -- Further Reading -- Exam Readiness Drill - Chapter Review Questions -- Chapter 6: Developing Solutions That Use Azure Blob Storage -- Exploring Azure Storage Accounts -- Provisioning an Azure Storage Account -- The Structure of Azure Blob Storage -- High Availability and Durability -- Performance Levels -- Pricing Models -- Storage Access Tiers -- Blob Types -- Leveraging the Azure CLI to Provision an Azure Storage Account -- Exercise 1: Creation and Configuration of Resources -- Data Protection -- Static Websites -- Exercise 2: Static Websites…”

Tabla de Contenidos: “…Cover -- Half Title -- Title Page -- Copyright Page -- Table of Contents -- Editor -- Contributors -- Preface -- Chapter 1: Distributed and Parallel Computing -- 1.1 Introduction -- 1.2 Distributed Computing -- 1.2.1 Cluster Computing -- 1.2.1.1 Architecture -- 1.2.1.2 Data and Message Communication -- 1.2.1.3 Task Management and Administration -- 1.2.1.4 Example Geospatial Big Data Project on Cluster -- 1.2.2 Grid Computing -- 1.2.2.1 Architecture -- 1.2.2.2 Types of Grid Architectures -- 1.2.2.3 Topology -- 1.2.2.4 Perspectives -- 1.2.2.4.1 User -- 1.2.2.4.2 Administrator -- 1.2.2.4.3 Application Developer -- 1.2.2.5 Example Geospatial Big Data Project on Grids -- 1.2.3 Cloud Computing -- 1.2.3.1 Taxonomies -- 1.2.3.2 Cloud Service Models -- 1.2.3.3 Cloud Deployment Models -- 1.2.3.3.1 Cloud APIs -- 1.2.3.3.2 Levels of Cloud APIs -- 1.2.3.3.3 Categories of APIs -- 1.2.3.4 Example Geospatial Big Data Project on Clouds -- 1.3 Parallel Computing -- 1.3.1 Classes of Parallel Computing -- 1.3.2 Shared Memory Multiple Processing -- 1.3.3 Distributed Memory Multiple Processing -- 1.3.4 Hybrid Distributed Shared Memory -- 1.3.5 Example Geospatial Big Data Project on Parallel Computers -- 1.4 Supercomputing -- 1.4.1 Supercomputing Worldwide -- 1.4.2 Trend -- 1.4.3 Future Supercomputer Research -- 1.4.4 Example Geospatial Big Data Project on Supercomputers -- 1.5 XSEDE: A Single Virtual System -- 1.5.1 Resources -- 1.5.2 Services -- 1.5.3 Example Big Geospatial Data Project on XSEDE -- 1.6 Choosing Appropriate Computing Environment -- 1.7 Summary -- References -- Chapter 2: GEOSS Clearinghouse Integrating Geospatial Resources to Support the Global Earth Observation System of Systems -- 2.1 Introduction -- 2.2 Catalog and Clearinghouse Research Review -- 2.2.1 Metadata Repository and Standardized Metadata…”

Tabla de Contenidos: “…Third International Workshop on Software-Intensive Business -- Unleashing the Business Potential of Software: A Summary of the Third International Workshop on Software-intensive Business -- An Approach for Software-Intensive Business Innovation Based on Experimentation in Non-Software-Intensive Companies -- Towards specific software engineering practices for early-stage startups -- API Utilization and Monetization in Finnish Industries -- ICO Crowdfunding: Incentives, Pricing Strategy, Token Strategy and Crowd Involvement -- What key aspects do ICOs reveal about their businesses -- Product Roadmap Alignment – Achieving the Vision Together: A Grey Literature Review -- Exploring the Success Factors for a Launch of an Algorithmic Consulting Platform -- Eighth International Workshop on Large-Scale Agile Development -- Agile at Scale: A Summary of the 8th International Workshop on Large-Scale Agile Development -- Operationalizing Agile Methods: Examining Coherence in Large-Scale Agile Transformations -- Transitioning from a First Generation to Second Generation Large-Scale Agile Development Method: Towards understanding Implications for Coordination -- Exploring the Product Owner Role within SAFe Implementation in a Multinational Enterprise -- Evaluation of Agile Team Work Quality -- A systematic approach to agile development in highly regulated environment -- Second European Workshop on Serverless Computing and Applications -- Summary of 2nd European Symposium on Serverless Computing and Applications -- Diminuendo! …”

Tabla de Contenidos: “…-- Installing Keras and TensorFlow -- Implementing the core deep learning models - MLPs, CNNs and RNNs -- The difference between MLPs, CNNs, and RNNs -- Multilayer perceptrons (MLPs) -- MNIST dataset -- MNIST digits classifier model -- Building a model using MLPs and Keras -- Regularization -- Output activation and loss function -- Optimization -- Performance evaluation -- Model summary -- Convolutional neural networks (CNNs) -- Convolution -- Pooling operations -- Performance evaluation and model summary -- Recurrent neural networks (RNNs) -- Conclusion -- Chapter 2: Deep Neural Networks -- Functional API -- Creating a two-input and one-output model -- Deep residual networks (ResNet) -- ResNet v2 -- Densely connected convolutional networks (DenseNet) -- Building a 100-layer DenseNet-BC for CIFAR10 -- Conclusion -- References -- Chapter 3: Autoencoders -- Principles of autoencoders -- Building autoencoders using Keras -- Denoising autoencoder (DAE) -- Automatic colorization autoencoder -- Conclusion -- References -- Chapter 4: Generative Adversarial Networks (GANs) -- An overview of GANs -- Principles of GANs -- GAN implementation in Keras -- Conditional GAN -- Conclusion -- References -- Chapter 5: Improved GANs -- Wasserstein GAN -- Distance functions -- Distance function in GANs -- Use of Wasserstein loss -- WGAN implementation using Keras -- Least-squares GAN (LSGAN) -- Auxiliary classifier GAN (ACGAN) -- Conclusion -- References -- Chapter 6: Disentangled Representation GANs -- Disentangled representations -- InfoGAN -- Implementation of InfoGAN in Keras -- Generator outputs of InfoGAN -- StackedGAN -- Implementation of StackedGAN in Keras…”

Tabla de Contenidos: “…3.1 Drugs and medicines: brand names and generic names 3.2 Drug names; 3.3 Drug discovery and the drug development process; 3.4 Marketing of generic drugs in the USA or Europe; 3.5 The role of pharmacopoeias; 3.6 Regulatory agencies; Notes; 4 Bulk drugs or active pharmaceutical ingredients; Learning objective; 4.1 Bulk drugs and bulk drug plants; 4.2 Lab to manufacturing level scale-up; 4.3 Bulk drug manufacturing; 4.4 Solubility of API; 4.5 Stereoisomeric bulk drugs; 4.6 Stability, degradation, and impurity profiles of bulk drugs; 4.7 Drug development, scale up, and analytical development…”

Tabla de Contenidos: “…Chapter 10: Interacting with the UserHandling Events; Attaching Multiple Listeners to Multiple Components; Manually Invoking Events in a Component; Summary; Exercise; Chapter 11: Controlling Components; Introducing the Component Inspector Panel; Creating Data Bindings between Components Using the Bindings Tab; Using an XML File as a Data Source; Controlling Component Appearance; Summary; Exercises; Chapter 12: Debugging Debugged; Types of Bugs; Develop to Debug; The Science of Debugging; Summary; Exercises; Chapter 13: Working with Vector Graphics; Using the Drawing API…”