Tabla de Contenidos: “….) -- TALLERES -- INTRODUCCIÓN A MACHINE LEARNING CON PYTHON -- SCALA Y SPARK -- INTRODUCCIÓN A FLUTTER DESARROLLO MOVIL CON ALETEO -- ANÁLISIS DE REDES SOCIALES: RECOLECCIÓN Y VISUALIZACIÓN DE DATOS EN TWITTER -- INTRODUCCIÓN AL MANEJO DE SISTEMAS DE CONTROL DE VERSIONES CON GIT Y GITHUB -- INTRODUCCIÓN A LA PROGRAMACIÓN DE APLICACIONES MÓVILES CON FLUTTER -- ANALIZANDO METADATOS DE ARCHIVOS PÚBLICOS Y PRIVADOS CON FOCA…”

Tabla de Contenidos: “…Following Up Chapter Takeaways; Note; Chapter 8 Social Media Networking; Principal Pillars of Social Media Networking; Preparation; Building your LinkedIn Presence; LinkedIn Groups; Facebook; Twitter; Other Social Media Sites; Launching a Blog; Your Klout Score; Chapter Takeaways; Notes; Chapter 9 The Networking Continuum; Index; EULA…”

Tabla de Contenidos: “…""Introduction""""Understanding Catalyst optimizer""; ""Creating HiveContext""; ""Inferring schema using case classes""; ""Programmatically specifying the schema""; ""Loading and saving data using the Parquet format""; ""Loading and saving data using the JSON format""; ""Loading and saving data from relational databases""; ""Loading and saving data from an arbitrary source""; ""Chapter 5: Spark Streaming""; ""Introduction""; ""Word count using Streaming""; ""Streaming Twitter data""; ""Streaming using Kafka""; ""Chapter 6: Getting Started with Machine Learning using MLlib""; ""Introduction""…”

Tabla de Contenidos: “…""Cover ""; ""Copyright""; ""Credits""; ""Foreword""; ""About the Author""; ""About the Reviewers""; ""www.PacktPub.com""; ""Table of Contents""; ""Preface""; ""Chapter 1: Installing Powerful Tools for Your Project ""; ""Approaching our project""; ""Installing Node.js and npm""; ""Installing Git""; ""Getting data from the Twitter Streaming API""; ""Filtering data with Snapkite Engine""; ""Creating the project structure""; ""Creating package.json""; ""Reusing Node.js modules""; ""Building with Gulp.js""; ""Creating a web page""; ""Summary""; ""Chapter 2: Create Your First React Element ""…”

Tabla de Contenidos: “…; Three-legged authorization; Setting up the application; Declaring our models; Handling OAuth in our views; Creating recipes; Posting recipes to Twitter and Facebook; SQLAlchemy events; Finding common friends; Interlude - database migrations; Alembic; Summary; Index…”

Tabla de Contenidos: “…Intro -- Cover -- Title Page -- Copyright Page -- Contents -- Introduction: The Challenge of Leadership Communication 1 -- PART 1 STRATEGIC LEADERSHIP: Think Long-Term Investment in People and Payoff -- Chapter 1 Communicating as a Leader and as a Manager -- Chapter 2 Have a Ready Answer for THIS One Key Question-Always -- Chapter 3 Make Sure the Team Knows the Deliverables -- Chapter 4 Build a Culture of Trust -- Chapter 5 Hire Based on Core Character and Competency -- Chapter 6 Nix Micromanaging and Other Negatives -- Chapter 7 Squelch the Urge to Hoard -- Chapter 8 Guide With Strategic Questions -- Chapter 9 Dislodge Log-Jamming Directives -- Chapter 10 Become a Coach, Not a Critic -- Chapter 11 Give Kudos That Count -- Chapter 12 Fire People to Be Fair -- Chapter 13 Energize Rather Than Demoralize -- Chapter 14 Course-Correct Quickly After Bad Decisions -- Chapter 15 Develop Your People -- PART 2 STRATEGIC CONVERSATIONS: Connect With Intent -- Chapter 16 Be Intentional About Your Communication Standards -- Chapter 17 Be a Leader Who Laughs -- Chapter 18 Respond Promptly in the Age of Twitter -- Chapter 19 Learn to Apologize or Pay the Penalty -- Chapter 20 Keep Your Networks Active -- PART 3 STRATEGIC NEGOTIATIONS: Look for Mutual Opportunities -- Chapter 21 Determine Your Goals, Value, and Walk-Away Point -- Chapter 22 Adopt Strategic Negotiation Practices -- Chapter 23 Aim to Do the Second Deal -- PART 4 STRATEGIC SPEAKING: Persuade Minds and Win Hearts -- Chapter 24 Increase Your Executive Presence -- Chapter 25 Dump Your Data to a Storyline -- Chapter 26 Engage With Great Stories -- Chapter 27 Be Brief or Be Dismissed -- Chapter 28 Prepare for Off-the-Cuff Comments -- PART 5 STRATEGIC WRITING: Write to the Point -- Chapter 29 Let Them See How You Think -- Chapter 30 Trust the TA-DA TemplateTM…”

Tabla de Contenidos: “…-- Why Domain-Driven Design Matters -- The Three Pillars of Domain-Driven Design -- Considering Domain-Driven Design -- The Tricky Parts -- Wrapup -- A Journey Toward CQRS -- Introducing Cheeper, a Twitter Clone -- Architectural Styles -- A Brief Analysis -- Potential Limitations of Hexagonal Architecture -- Wrapup -- Anatomy of CQRS -- Cheeper Use Case Analysis -- Cheeper à la CQRS -- CQRS Overview -- Other CQRS Components -- Two Sides of the Same Coin -- The Command Side -- The Query Side -- Syncing the Command and Query Sides -- Wrapup -- Command Side and the Write Model -- Commands -- Command Handlers -- Command Bus -- Putting It All Together -- Wrapup -- Query Side and the Read Models -- Queries -- Query Handlers -- Query Bus -- Putting It All Together -- Wrapup -- Synchronizing the Write and the Read Models -- Multiple Read Models -- Synchronization Strategies -- Wrapup -- The Full Picture -- The Timeline Use Case -- Posting a Cheep -- Command -- Command Bus -- Command Handler -- Domain Event -- Event Bus -- Event Handler -- Projection -- Projection Bus -- Projection Handler -- Fetching the Timeline -- Query -- Query Bus -- Query Handler -- Wrapup -- Optimizations and Edge Cases -- Relying on Multiple Read Models -- Incremental Projections -- Race Conditions -- Trouble with Events -- Duplicated Messages -- Missing Events -- Dealing with Inconsistencies -- Wrapup -- CQRS and Event Sourcing -- CQRS' Biggest Challenge…”

Tabla de Contenidos: “…Reflecting and Adjusting Your SailsTaking stock; Contemplating your successes; Absorbing failures; Knowing your strengths, weaknesses, and happiness; Exercising your weaknesses; Matching passions and values; Establishing your own social media systems; Chapter 7 Knowing Your Social Media Tools; Strapping On Your Tool Belt; Aggregating information; Automating natively; Monitoring the social media landscape; Measuring results; Digging In to Your Tools; Choosing an angle; Improving your content quality; Tapping into the Big Five and Further; Maximizing: LinkedIn; Maximizing: Twitter…”

Tabla de Contenidos: “…6 Interdisciplinarity and Permeable BoundariesInterdisciplinarity; The potential of technology; Twitter as interdisciplinary network; Conclusion; 7 Public Engagement as Collateral Damage; Public engagement; A long-tail content production system; Frictionless broadcasting; Conclusion; 8 A Pedagogy of Abundance; Economics of abundance and scarcity; Education and abundance; Possible pedagogies; Resource-based learning (RBL); Problem-based learning (PBL); Constructivism; Communities of practice; Connectivism; Conclusion; 9 Openness in Education; The changing nature of openness…”

Tabla de Contenidos: “…Frontmatter -- Table of Contents -- List of Figures, Illustrations and Tables -- CHAPTER 1 Setting the Scene -- SECTION I Narratives and Intelligence -- CHAPTER 2 The War on Ukraine: A Warning from History -- CHAPTER 3 Caught by Surprise: Warning for Russia’s Invasion of Ukraine -- CHAPTER 4 Open-Source Intelligence in the Russia-Ukraine War -- CHAPTER 5 ‘The Wise Man Will Be Master of the Stars’ . The Use of Twitter by a Military Intelligence Service in Wartime: The Case of the GUR -- CHAPTER 6 Morale and Moral Injury among Russian and Ukrainian Combatants -- SECTION II Warfighting -- CHAPTER 7 Putin’s War, a European Tragedy : Why Russia’s War Failed and What It Means for NATO -- CHAPTER 8 Putin’s Miscalculation : The Effectiveness of Russia’s New-type Warfare in Ukraine -- CHAPTER 9 Russian Military Logistics and the Ukraine Conflict : Analyzing Dynamics of Multilevel Alignment -- CHAPTER 10 Explaining Stalemate from a Corbettian Maritime Perspective -- CHAPTER 11 All Quiet on the Northern Front? …”

Tabla de Contenidos: “…Protocol Hierarchy Statistics -- Name Resolution -- Enabling Name Resolution -- Potential Drawbacks to Name Resolution -- Protocol Dissection -- Changing the Dissector -- Viewing Dissector Source Code -- Following TCP Streams -- Packet Lengths -- Graphing -- Viewing IO Graphs -- Round-Trip Time Graphing -- Flow Graphing -- Expert Information -- 6: Common Lower-Layer Protocols -- Address Resolution Protocol -- The ARP Header -- Packet 1: ARP Request -- Packet 2: ARP Response -- Gratuitous ARP -- Internet Protocol -- IP Addresses -- The IPv4 Header -- Time to Live -- IP Fragmentation -- Transmission Control Protocol -- The TCP Header -- TCP Ports -- The TCP Three-Way Handshake -- TCP Teardown -- TCP Resets -- User Datagram Protocol -- The UDP Header -- Internet Control Message Protocol -- The ICMP Header -- ICMP Types and Messages -- Echo Requests and Responses -- Traceroute -- 7: Common Upper-Layer Protocols -- Dynamic Host Configuration Protocol -- The DHCP Packet Structure -- The DHCP Renewal Process -- DHCP In-Lease Renewal -- DHCP Options and Message Types -- Domain Name System -- The DNS Packet Structure -- A Simple DNS Query -- DNS Question Types -- DNS Recursion -- DNS Zone Transfers -- Hypertext Transfer Protocol -- Browsing with HTTP -- Posting Data with HTTP -- Final Thoughts -- 8: Basic Real-World Scenarios -- Social Networking at the Packet Level -- Capturing Twitter Traffic -- Capturing Facebook Traffic -- Comparing Twitter vs. …”

“…Por otro lado, arroja datos sobre el análisis cuantitativo y cualitativo de los signos de puntuación incluidos en los comentarios del corpus seleccionado; este corpus ha sido extraído de seis redes sociales diferentes: Facebook, Instagram, TikTok, Twitter, WhatsApp y YouTube. Esta obra demuestra que la puntuación no solo ayuda a cifrar y descifrar correctamente los mensajes, sino que en estos contextos conforma una poderosa herramienta para transmitir información connotativa, como es el caso de la efusividad…”

“…An gesellschaftlichen Debatten und Ereignissen nimmt man spontan, öffentlich und in Echtzeit teil (Twitter, Online-Threads etc.). Dieser radikale lebensweltliche Wandel wird kaum absehbare Folgen für die Entwicklung der individuellen Geschichtsbilder und damit auch für die kollektive Geschichtskultur in Deutschland haben. …”

Tabla de Contenidos: “…-- Moving average and autoregression -- Model selection and order -- Exponential smoothing -- ARCH and GARCH -- Vector autoregression -- Python libraries -- Statsmodels -- Python practice -- Requirements -- Modeling in Python -- Summary -- Chapter 6: Unsupervised Methods for Time-Series -- Unsupervised methods for time-series -- Anomaly detection -- Microsoft -- Google -- Amazon -- Facebook -- Twitter -- Implementations -- Change point detection -- Clustering -- Python practice -- Requirements -- Anomaly detection -- Change point detection -- Summary -- Chapter 7: Machine Learning Models for Time-Series -- More machine learning methods for time series -- Validation -- K-nearest neighbors with dynamic time warping -- Silverkite -- Gradient boosting -- Python exercise -- Virtual environments -- K-nearest neighbors with dynamic time warping in Python -- Silverkite -- Gradient boosting -- Ensembles with Kats -- Summary -- Chapter 8: Online Learning for Time-Series -- Online learning for time series -- Online algorithms -- Drift -- Drift detection methods -- Adaptive learning methods -- Python practice -- Drift detection -- Regression -- Model selection -- Summary -- Chapter 9: Probabilistic Models for Time-Series -- Probabilistic Models for Time-Series -- Prophet -- Markov Models -- Fuzzy Modeling -- Bayesian Structural Time-Series Models -- Python Exercise -- Prophet -- Markov Switching Model -- Fuzzy Time-Series -- Bayesian Structural Time-Series Modeling -- Summary -- Chapter 10: Deep Learning for Time-Series -- Introduction to deep learning -- Deep learning for time series -- Autoencoders -- InceptionTime -- DeepAR -- N-BEATS -- Recurrent neural networks -- ConvNets -- Transformer architectures -- Informer -- Python practice -- Fully connected network -- Recurrent neural network…”

“…Zuckerberg, Dorsey, Cheskey, Kalanick, Evan Spiegel—captains of Facebook, Twitter, Airbnb, Snapchat—revolutionary founders who have created massively valuable companies impacting billions. …”

“…This isn't a book about social media and the inexorable rise of Facebook and Twitter. Nor is it a book about CSR or business doing good. …”

“…An ad campaign won't cut it. A Twitter account doesn't guarantee it. Manipulative tricks will backfire. …”

Tabla de Contenidos: “…kurtosis -- skewness -- Variance -- Standard deviation -- Covariance -- groupBy -- Rollup -- Cube -- Window functions -- ntiles -- Joins -- Inner workings of join -- Shuffle join -- Broadcast join -- Join types -- Inner join -- Left outer join -- Right outer join -- Outer join -- Left anti join -- Left semi join -- Cross join -- Performance implications of join -- Summary -- Chapter 7: Real-Time Analytics with Apache Spark -- Streaming -- At-least-once processing -- At-most-once processing -- Exactly-once processing -- Spark Streaming -- StreamingContext -- Creating StreamingContext -- Starting StreamingContext -- Stopping StreamingContext -- Input streams -- receiverStream -- socketTextStream -- rawSocketStream -- fileStream -- textFileStream -- binaryRecordsStream -- queueStream -- textFileStream example -- twitterStream example -- Discretized Streams -- Transformations -- Windows operations -- Stateful/stateless transformations -- Stateless transformations -- Stateful transformations -- Checkpointing -- Metadata checkpointing -- Data checkpointing -- Driver failure recovery -- Interoperability with streaming platforms (Apache Kafka) -- Receiver-based -- Direct Stream -- Structured Streaming -- Getting deeper into Structured Streaming -- Handling event time and late date -- Fault-tolerance semantics -- Summary -- Chapter 8: Batch Analytics with Apache Flink -- Introduction to Apache Flink -- Continuous processing for unbounded datasets -- Flink, the streaming model, and bounded datasets -- Installing Flink -- Downloading Flink -- Installing Flink -- Starting a local Flink cluster -- Using the Flink cluster UI -- Batch analytics -- Reading file -- File-based -- Collection-based -- Generic -- Transformations -- GroupBy -- Aggregation -- Joins -- Inner join -- Left outer join -- Right outer join -- Full outer join -- Writing to a file -- Summary…”

Tabla de Contenidos: “…Möglichkeit der Verifizierung eines Twitter-Accounts -- IV. Begriffsbestimmung und Zusammenfassung -- B. …”

Tabla de Contenidos: “…Sub-corpus 1: the narrating Twitter user -- 6.4.2. Sub-corpus 2: the narrator-character Twitter user -- 6.4.3. …”