Tabla de Contenidos: “…-- Community initiative themes -- Summary -- Questions -- Answers -- Chapter 16: Wrapping Up Themes -- How block themes spark inspiration -- Themes that have additional functionality -- The Create Block Theme plugin -- Theme resources -- Summary -- Questions -- Answers -- Index -- A Book That You May Enjoy…”

Tabla de Contenidos: “…Overview of Amazon Database Migration Service (DMS) -- Overview of Amazon Kinesis for streaming data ingestion -- Overview of Amazon MSK for streaming data ingestion -- Overview of Amazon AppFlow for ingesting data from SaaS services -- Overview of Amazon Transfer Family for ingestion using FTP/SFTP protocols -- Overview of Amazon DataSync for ingesting from on-premises storage -- Overview of the AWS Snow family of devices for large data transfers -- AWS services for transforming data -- Overview of AWS Lambda for light transformations -- Overview of AWS Glue for serverless Spark processing -- Overview of Amazon EMR for Hadoop ecosystem processing -- AWS services for orchestrating big data pipelines -- Overview of AWS Glue workflows for orchestrating Glue components -- Overview of AWS Step Functions for complex workflows -- Overview of Amazon managed workflows for Apache Airflow -- AWS services for consuming data -- Overview of Amazon Athena for SQL queries in the data lake -- Overview of Amazon Redshift and Redshift Spectrum for data warehousing and data lakehouse architectures -- Overview of Amazon QuickSight for visualizing data -- Hands-on - triggering an AWS Lambda function when a new file arrives in an S3 bucket -- Creating a Lambda layer containing the AWS Data Wrangler library -- Creating new Amazon S3 buckets -- Creating an IAM policy and role for your Lambda function -- Creating a Lambda function -- Configuring our Lambda function to be triggered by an S3 upload -- Summary -- Chapter 4: Data Cataloging, Security, and Governance -- Technical requirements -- Getting data security and governance right -- Common data regulatory requirements -- Core data protection concepts -- Personal data -- Encryption -- Anonymized data -- Pseudonymized data/tokenization -- Authentication -- Authorization -- Putting these concepts together…”

Tabla de Contenidos: “…-- History of Flink -- Advantages of Flink -- Disadvantages of Flink -- Working of Flink -- Flink architecture -- Client -- Job Manager -- Task Manager -- Flink execution model -- Core architecture principles of Flink -- Flink Component Stack -- Checkpointing in Flink -- Savepoints in Flink -- Streaming window options in Flink -- Time window -- Count window -- Tumbling window configuration -- Sliding window configuration -- Memory management -- Flink API's -- DataStream API -- Flink DataStream API example -- Streaming connectors -- DataSet API -- Flink DataSet API example -- Table API -- Flink domain specific libraries -- Gelly - Flink Graph API -- FlinkML -- FlinkCEP -- Flink working example -- Installation -- Example - data processing with Flink -- Data generation -- Step 1 - Preparing streams -- Step 2 - Consuming Streams via Flink -- Step 3 - Streaming data into HDFS -- Flink in purview of SCV use cases -- User Log Data Generation -- Flume Setup -- Flink Processors -- When to use Flink -- When not to use Flink -- Other options -- Apache Spark -- Apache Storm -- Apache Tez -- Summary -- Chapter 9: Data Store Using Apache Hadoop -- Context for Data Lake - Data Storage and lambda Batch layer -- Data Storage and the Lambda Batch Layer -- Data Storage and Lambda Batch Layer - technology mapping -- What is Apache Hadoop? …”

Tabla de Contenidos: “…12.6.2 Classification According to Categories Based on Material Removal Accuracy -- 12.6.3 Classification According to Hybrid-Micromachining Purposes -- 12.6.4 Classification of Hybrid Micromanufacturing Processes -- 12.7 Materials Are Used and Application of Hybrid-Micromachining -- 12.8 Conclusions -- References -- Chapter 13 Material Removal in Spark-Assisted Chemical Engraving for Micromachining -- 13.1 Introduction -- 13.2 Essentials of SACE -- 13.2.1 Instances of SACE Micromachining -- 13.3 Genesis of SACE Acronym: A Brief Historical Survey -- 13.4 SACE: A Viable Micromachining Technology -- 13.4.1 Mechanical μ-Machining Techniques -- 13.4.2 Chemical μ-Machining Methods -- 13.4.3 Thermal μ-Machining Methods -- 13.5 Material Removal Mechanism in SACE μ-Machining -- 13.5.1 General Aspects -- 13.5.2 Micromachining at Shallow Depths -- 13.5.3 Micromachining at High Depths -- 13.5.4 Micromachining by Chemical Reaction -- 13.6 SACE μ-Machining Process Control -- 13.6.1 Analysis of Process -- 13.6.2 Etch Promotion -- 13.7 Conclusion and Scope for Future Work -- References -- Index -- EULA…”

Tabla de Contenidos: “…-- Time for action - sparks -- What just happened? -- Time for action - fit to burst? …”

Tabla de Contenidos: “…Reino Unido: "The purpose of legislation is to secure the welfare needs of animals, accepting that certain forms of exploitation are permissible". Paula Sparks. -- Consideraciones generales -- Reflexiones generales -- Obras consultadas -- Referencias -- Artículos académicos -- Declaraciones y convenios internacionales -- Documentos e informes institucionales: nacionales e internacionales -- Jurisprudencia colombiana -- Jurisprudencia internacional -- Argentina -- Australia -- Brasil -- Ecuador -- España -- Estados Unidos -- Pakistán -- Códigos -- Decretos -- Directivas -- Documentos Conpes -- Leyes de Colombia -- Argentina -- España -- Estados Unidos -- Ordenanzas -- Proyectos de ley -- Argentina -- Brasil -- Colombia -- Estados Unidos -- Resoluciones -- Libros -- Medios de comunicación -- Trabajos de grado y tesis -- Anexo. …”

Tabla de Contenidos: “…Alternating least squares with Apache Spark MLlib -- References -- Summary -- Chapter 12: Introduction to Natural Language Processing -- NLTK and built-in corpora -- Corpora examples -- The bag-of-words strategy -- Tokenizing -- Sentence tokenizing -- Word tokenizing -- Stopword removal -- Language detection -- Stemming -- Vectorizing -- Count vectorizing -- N-grams -- Tf-idf vectorizing -- A sample text classifier based on the Reuters corpus -- References -- Summary -- Chapter 13: Topic Modeling and Sentiment Analysis in NLP -- Topic modeling -- Latent semantic analysis -- Probabilistic latent semantic analysis -- Latent Dirichlet Allocation -- Sentiment analysis -- VADER sentiment analysis with NLTK -- References -- Summary -- Chapter 14: A Brief Introduction to Deep Learning and TensorFlow -- Deep learning at a glance -- Artificial neural networks -- Deep architectures -- Fully connected layers -- Convolutional layers -- Dropout layers -- Recurrent neural networks -- A brief introduction to TensorFlow -- Computing gradients -- Logistic regression -- Classification with a multi-layer perceptron -- Image convolution -- A quick glimpse inside Keras -- References -- Summary -- Chapter 15: Creating a Machine Learning Architecture -- Machine learning architectures -- Data collection -- Normalization -- Dimensionality reduction -- Data augmentation -- Data conversion -- Modeling/Grid search/Cross-validation -- Visualization -- scikit-learn tools for machine learning architectures -- Pipelines -- Feature unions -- References -- Summary -- Index…”

Tabla de Contenidos: “…-- Lessons from a Hall of Fame Coach -- Becoming a Humble Servant -- Part IV Undergoing a Personal Metamorphosis -- Chapter 13 Becoming More: The Intersection of Potential and Transformation -- Potential: The Double-Edged Sword -- The Five Core Tenets of Effective Leadership -- Grit and Grace: The Lasting Legacy of a Leader -- Chapter 14 Battling Self-Limiting Beliefs and Embracing Change -- Rethinking Our Approach to Change -- Delving Deep into the Root Cause -- From Recognition to Renewal -- Chapter 15 The Heartbeat of Leadership: Cultivating Emotional Intelligence in a Digital Age -- Emotional Intelligence: The Cornerstone of Leadership -- The Gap Between Knowledge and Application -- The Five Pillars of Emotional Intelligence -- Embracing Emotional Intelligence in a Digital World -- Chapter 16 Authentic Leadership: Leading with Integrity -- The Foundational Core -- Code of Leadership -- Part V Sparking Transformationin Others -- Chapter 17 Unlocking the Power of Inspirational Leadership -- A Prerequisite for Leadership Excellence -- Cultivating a Deeper Understanding -- The Building Blocks of Inspirational Leadership -- Inspirational Leadership Is a Responsibility -- Chapter 18 Navigating Effective Communication -- The Imperative of Effective Communication -- Unveiling the Perception Fallacy -- The Power of Story -- Imperatives: Your Communication Toolbox…”

Tabla de Contenidos: “…-- Coal phase-out -- Making sense of the data and moving beyond the macro -- 3 A Novel Analytical Framework -- A note on the importance of nomenclature -- Operationalizing our analytical framework -- Developmental environmentalism (1): Conceptual contours -- Developmental environmentalism as an elite mindset -- Developmental environmentalism as a political legitimation strategy -- Developmental environmentalism as a distinctive policy approach -- Developmental environmentalism (2): Empirical realities -- The emergence of developmental environmentalism in South Korea -- The emergence of developmental environmentalism in China -- Concluding remark -- 4 Creative-Destruction in Korea's Hydrogen Fuel Cell Electric Vehicle Industry -- The pattern -- The puzzle -- Part One: The developmental origins of Korea's FCEV focus (1988-2008) -- Energy insecurity sparks soul searching about Korea's traditional developmental strategy -- China's rise, a new developmental strategy, and the embrace of economic statecraft…”

Tabla de Contenidos: “…-- Web requests -- pycurl -- Proxies -- Data processing -- PySpark -- polars -- Jobs and careers -- Summary -- Further reading -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Playing the Sounds at the Right Time -- Shooting Sparks -- What You Learned -- Resources -- Troubleshooting Errors -- Apple Documentation -- Xcode Keyboard Shortcuts -- iOS Simulator Keyboard Shortcuts -- Xcode Versions -- Index…”

Tabla de Contenidos: “…MDCXXI, and at Coton on the second Sunday after Epiphany, 1621 / John Cosin ; Appendix : Calvin's commentary on Isaiah 60:2-3 -- Plenitudo fontis, or, Christ's fullness and man's emptiness, 1621 / John Preston -- Jacob and Esau : election, reprobation, opened and discussed by way of sermon at Paul's Cross, March 4, 1622 / Humphrey Sydenham -- Crumbs of comfort, the valley of tears, and the hill of joy, 1623 / Michael Sparke -- Sermon preached at Whitehall, the first Friday in Lent, 1623 / John Donne -- A sermon preached before the King's Majesty at Whitehall, on the xiii of April, A.D. …”
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Tabla de Contenidos: “…Working on SmartCity bike share analytics use cases -- Creating operational insights using SQL Engine -- Core concepts and capabilities -- Creating operational insights using Apache Flink -- Options for running Flink applications in AWS Cloud -- Flink applications on KDA -- Building bike ride analytic applications -- Setting up a producer application -- Building a KDA SQL application -- Building a KDA Flink application -- Monitoring KDA applications -- Summary -- Further reading -- Blogs -- Workshops -- Chapter 7: Amazon Kinesis Video Streams -- Technical requirements -- AWS account setup -- Using a local development environment -- Code examples -- Understanding video fundamentals -- Containers -- Codecs -- Discovering Amazon Kinesis video streams WebRTC -- Core concepts and connection patterns -- Creating a signaling channel -- Establishing a connection -- Discovering Amazon KVS -- Key components of KVS -- Stream -- Kinesis producer -- Consuming -- Creating a stream -- Producing -- Integration with Rekognition -- Building video-enabled applications with KVS -- Summary -- Further reading -- Section 3: Integrations -- Chapter 8: Kinesis Integrations -- Technical requirements -- AWS account setup -- AWS CLI -- Kinesis Data Generator -- Code examples -- Amazon services that can produce data to send to Kinesis -- Amazon Connect -- Amazon Aurora database activity -- DynamoDB activity -- Processing Kinesis data with Apache Spark -- Amazon services that consume data from Kinesis -- Serverless data lake -- Amazon services that transform Kinesis data -- Routing events with EventBridge -- Third-party integrations with Kinesis -- Splunk -- Summary -- Further reading -- Why subscribe? …”

Tabla de Contenidos: “…Polyglot Data Science -- Overview -- Jupyter -- Python -- R -- RStudio -- Apache Spark -- Summary -- For Further Exploration -- Chapter 11. …”

Tabla de Contenidos: “…How Marshmallowing others can lower your own resilience -- Learning to express yourself by using Spontaneous behaviours -- Reflection: Recapturing your lost spark -- Reflection: Access your creative thinking -- Using Cooperative behaviours to improve your personal resilience -- Reflection: Keeping a reflective journal for 30 days -- Summary -- Notes -- Chapter 6: Fluent Teamwork: Effective Interaction through Conscious Choices -- Teams as treasure -- Fluent teamwork -- The Golden team (example) -- Reflection -- Fluent leadership in teams -- The leader as part of a human system -- Reflection -- When teamwork is tricky -- Forming -- Storming -- Norming -- Performing -- Reflection -- Diversity in teams - trick or treat? …”

Tabla de Contenidos: “…Willingness to be Held Accountable -- Chapter 3 Ten Challenges to Spark Your Entrepreneurial Talents -- Challenge 1: Make Three Calls -- Challenge 2: Get Your Reptile Brain a Bank Account -- Challenge 3: Stop Spending Time with People who Bring You Down -- Challenge 4: Carry Cash -- Challenge 5: Take Someone New Out to Lunch -- Challenge 6: Tune Out from the News -- Challenge 7: Keep an Entrepreneur Journal -- Challenge 8: Plan Inspiring Holidays First -- Challenge 9: Get Structured -- Challenge 10: Get Your Entrepreneurial Team in Place -- Don't Skip the Tough Challenges -- Chapter 4 Finding Your Opportunity…”

Tabla de Contenidos: “…-- Destination #6 Consumer wellbeing -- Entry #36 How can marketing spark change in consumer health? -- Entry #37 What is the best strategy to employ when conducting healthy food marketing? …”

Tabla de Contenidos: “…Hadoop MapReduce -- 2.5.1.4. Apache spark -- 2.5.1.5. Grid computing -- 2.5.1.6. Spark structures -- 2.5.1.7. …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- About the Author -- About the Technical Editors -- Credits -- Acknowledgments -- Contents -- Foreword by Nate Vogel -- Foreword by Sophie Sparkes -- Introduction -- Structure -- Conventions -- Companion Website -- Chapter 1 Introduction and Getting Started with Tableau -- The Advantages of a Modern Analytics Platform -- My Personal Tableau Story -- The Tableau Application Suite -- Installing Tableau Desktop -- System Requirements for Tableau Desktop -- Downloading and Installing Tableau Desktop -- Registering and Activating Tableau Desktop -- Data Preparation -- Crosstab Reports with Wide Tables -- Preparing Your Data for Analysis -- Long Tables Suitable for Analysis -- The Sample Dataset -- Finding the Dataset -- Understanding the Data -- Opening the Excel File Containing the Sample Dataset -- The Tableau Workspace -- The Menu Bar -- The Data Pane -- Working with Measures and Dimensions -- Visualizing a First Measure -- Breaking Down a Measure Based on a Dimension -- Working with Marks -- Working with Color -- Adding More Information to Tooltips -- Saving, Opening, and Sharing Your Workbooks -- Saving Workbooks -- Opening Workbooks -- Sharing Workbooks with Tableau Reader -- Chapter 2 Adding Data Sources in Tableau -- Setting Up a Data Connector -- Connecting to a File -- Connecting to a Server -- Connecting to a Cloud Service -- Selecting Data Tables -- Adding a Table to a Data Model -- Joins -- Unions -- Specific Unions (Manual) -- Wildcard Unions (Automatic) -- Data Extracts and Live Connections -- Live Connections -- Untethered with a Data Extract -- Data Protection and Data Governance -- Editing the Model's Metadata -- Data Types -- Changing a Field's Data Type -- Adding Hierarchies, Calculated Fields, and Table Calculations -- Data Collection -- Data Collection with IFTTT and Google Sheets…”

Tabla de Contenidos: “…Voting classifier -- Summary -- Chapter 9: Clustering Fundamentals -- Clustering basics -- k-NN -- Gaussian mixture -- Finding the optimal number of components -- K-means -- Finding the optimal number of clusters -- Optimizing the inertia -- Silhouette score -- Calinski-Harabasz index -- Cluster instability -- Evaluation methods based on the ground truth -- Homogeneity -- Completeness -- Adjusted Rand Index -- Summary -- Chapter 10: Advanced Clustering -- DBSCAN -- Spectral Clustering -- Online Clustering -- Mini-batch K-means -- BIRCH -- Biclustering -- Summary -- Chapter 11: Hierarchical Clustering -- Hierarchical strategies -- Agglomerative Clustering -- Dendrograms -- Agglomerative Clustering in scikit-learn -- Connectivity constraints -- Summary -- Chapter 12: Introducing Recommendation Systems -- Naive user-based systems -- Implementing a user-based system with scikit-learn -- Content-based systems -- Model-free (or memory-based) collaborative filtering -- Model-based collaborative filtering -- Singular value decomposition strategy -- Alternating least squares strategy -- ALS with Apache Spark MLlib -- Summary -- Chapter 13: Introducing Natural Language Processing -- NLTK and built-in corpora -- Corpora examples -- The Bag-of-Words strategy -- Tokenizing -- Sentence tokenizing -- Word tokenizing -- Stopword removal -- Language detection -- Stemming -- Vectorizing -- Count vectorizing -- N-grams -- TF-IDF vectorizing -- Part-of-Speech -- Named Entity Recognition -- A sample text classifier based on the Reuters corpus -- Summary -- Chapter 14: Topic Modeling and Sentiment Analysis in NLP -- Topic modeling -- Latent Semantic Analysis -- Probabilistic Latent Semantic Analysis -- Latent Dirichlet Allocation -- Introducing Word2vec with Gensim -- Sentiment analysis -- VADER sentiment analysis with NLTK -- Summary…”