Tabla de Contenidos: “…Preparing Text for Analysis and Tokenization -- Isolating Sentences within a Document -- Performing Name Entity Recognition -- Detecting POS Using Neural Networks -- Performing Text Classification -- Finding Relationships within Text -- Language Identification and Translation -- Identifying Semantic Similarities within Text -- Common Text Processing and Generation Tasks -- Extracting Data for Use in NLP Analysis -- Creating a Chatbot…”

Tabla de Contenidos: “…Creating a Pivot Table -- Sorting and Filtering Pivot Table Data -- Calculations in a Pivot Table -- Formatting a Pivot Table -- Grouping and Totaling Pivot Table Data -- Modifying a Pivot Table -- Updating a Pivot Table -- Pivot Table Security, Limits, and Performance -- Printing and Extracting Pivot Table Data -- Pivot Charts -- Programming a Pivot Table…”

Tabla de Contenidos: “…The Shrewsbury fragments. Extracts from the writings of reformers. Miscellaneous records and references. …”

Tabla de Contenidos: “…Dedication -- A note on citations -- Acknowledgements -- Preface -- Frontispiece -- Chronology -- Frontispiece -- Extracts -- Introduction -- 1. Bolzano’s life -- 2. …”

Tabla de Contenidos: “…Damascus to Education in animals (1943) -- v.8. Edward to Extract (1945) -- v.9. Extraction to Gambrinus (1943) -- v.10. …”

Tabla de Contenidos: “…Chapter One: Why Learn “NGO Diplomacy?” -- Extract:.-1.1 What is NGO Diplomacy?.-1.2 NGOs as a Force for the Sovereignty of People.-1.3 NGOs in the Multilateral World.-1.4 NGO Independence -- 1.5 What is Humanitarian? …”

Tabla de Contenidos: “…Flash memory filesystemsMedia-based filesystems; Pseudo filesystems; Summary; Chapter 4: Extracting Data Logically from Android Devices; Logical extraction overview; What data can be recovered logically?…”

Tabla de Contenidos: “…Outline and Code panelsCreating a new project; Creating an example job; Metadata; Summary; Chapter 3: Transforming Files; Transforming XML to CSV; Transforming CSV to XML; Maps and expressions; Advanced XML output for complex XML structures; Working with multi-schema XML files; Enriching data with lookups; Extracting data from Excel files; Extracting data from multiple sheets; Joining data from multiple sheets; Summary; Chapter 4: Working with Databases; Database metadata; Extracting data from a database; Extracts from multiple tables; Joining within the database component…”

Tabla de Contenidos: “…Replace Calculation with Temporary VariableExtract Conditional to Method; The DRY principle; Single Responsibility Principle; Extract Class; Move Method to Class; The importance of tests; Exercise; Wrapping up; Summary; Chapter 4: Using Mock Objects to Test Interactions; Hand writing a simple mock; Using the Python mocking framework; Mocking objects; Mocking return values; Mocking side effects; How much mocking is too much?…”

Tabla de Contenidos: “…Origins, post-conservatism, and 1933 : Nazism as a breach -- Driving for rule, extracting consent : bases of political order under fascism -- The return of ideology : everyday life, the Volksgemeinschaft, and the Nazi appeal -- Missionaries of the Volksgemeinschaft : ordinary women, Nazification, and the social -- Empire, ideology, and the east : thoughts on Nazism's spatial imaginary -- Putting the holocaust into history : genocide, imperial hubris, and the racial state -- Where are we now with theories of fascism?…”
Enlace del recurso

Tabla de Contenidos: “…Getting Started with Tableau Software-- Data Manipulation--Tableau Extracts--Tableau Desktop Advanced Calculations-- Tableau Desktop Advanced Filtering--Building Dashboards--Telling a Story with Tableau-- Tableau Visualization--Tableau Advanced Visualization--Tableau for Big Data--Forecasting with Tableau--Advanced Analytics with Tableau--Deploy Tableau Server--Tableau Troubleshooting--Preparing Data for Analysis with Tableau Prep--ETL Best Practices for Tableau…”

Tabla de Contenidos: “…Swing bible -- Speed of extraction -- In the performance space -- Swing maps vs. cheat cheets -- Specialist swing skills (s.s.s.) -- How to look after a swing brain…”

Tabla de Contenidos: “…Putting it all together -- Summary -- Chapter 9: Authorship Attribution -- Attributing documents to authors -- Applications and use cases -- Authorship attribution -- Getting the data -- Using function words -- Counting function words -- Classifying with function words -- Support Vector Machines -- Classifying with SVMs -- Kernels -- Character n-grams -- Extracting character n-grams -- The Enron dataset -- Accessing the Enron dataset -- Creating a dataset loader -- Putting it all together -- Evaluation -- Summary -- Chapter 10: Clustering News Articles -- Trending topic discovery -- Using a web API to get data -- Reddit as a data source -- Getting the data -- Extracting text from arbitrary websites -- Finding the stories in arbitrary websites -- Extracting the content -- Grouping news articles -- The k-means algorithm -- Evaluating the results -- Extracting topic information from clusters -- Using clustering algorithms as transformers -- Clustering ensembles -- Evidence accumulation -- How it works -- Implementation -- Online learning -- Implementation -- Summary -- Chapter 11: Object Detection in Images using Deep Neural Networks -- Object classification -- Use cases -- Application scenario -- Deep neural networks -- Intuition -- Implementing deep neural networks -- An Introduction to TensorFlow -- Using Keras -- Convolutional Neural Networks -- GPU optimization -- When to use GPUs for computation -- Running our code on a GPU -- Setting up the environment -- Application -- Getting the data -- Creating the neural network -- Putting it all together -- Summary -- Chapter 12: Working with Big Data -- Big data -- Applications of big data -- MapReduce -- The intuition behind MapReduce -- A word count example -- Hadoop MapReduce -- Applying MapReduce -- Getting the data -- Naive Bayes prediction -- The mrjob package -- Extracting the blog posts…”

Tabla de Contenidos: “…Regular Papers -- Fully Automatic Text Categorization by Exploiting WordNet -- A Latent Dirichlet Framework for Relevance Modeling -- Assigning Location Information to Display Individuals on a Map for Web People Search Results -- Web Spam Identification with User Browsing Graph -- Metric and Relevance Mismatch in Retrieval Evaluation -- Test Collection-Based IR Evaluation Needs Extension toward Sessions – A Case of Extremely Short Queries -- Weighted Rank Correlation in Information Retrieval Evaluation -- Extractive Summarization Based on Event Term Temporal Relation Graph and Critical Chain -- Using an Information Quality Framework to Evaluate the Quality of Product Reviews -- Automatic Extraction for Product Feature Words from Comments on the Web -- Image Sense Classification in Text-Based Image Retrieval -- A Subword Normalized Cut Approach to Automatic Story Segmentation of Chinese Broadcast News -- Japanese Spontaneous Spoken Document Retrieval Using NMF-Based Topic Models -- Finding ‘Lucy in Disguise’: The Misheard Lyric Matching Problem -- Selecting Effective Terms for Query Formulation -- Discovering Volatile Events in Your Neighborhood: Local-Area Topic Extraction from Blog Entries -- A Unified Graph-Based Iterative Reinforcement Approach to Personalized Search -- Exploiting Sentence-Level Features for Near-Duplicate Document Detection -- Posters -- Language Models of Collaborative Filtering -- Efficient Text Classification Using Term Projection -- IPHITS: An Incremental Latent Topic Model for Link Structure -- Supervised Dual-PLSA for Personalized SMS Filtering -- Enabling Effective User Interactions in Content-Based Image Retrieval -- Improving Text Rankers by Term Locality Contexts -- Mutual Screening Graph Algorithm: A New Bootstrapping Algorithm for Lexical Acquisition -- Web Image Retrieval for Abstract Queries Using Text and Image Information -- Question Answering Based on Answer Trustworthiness -- Domain Specific Opinion Retrieval -- A Boosting Approach for Learning to Rank Using SVD with Partially Labeled Data -- Opinion Target Network and Bootstrapping Method for Chinese Opinion Target Extraction -- Automatic Search Engine Performance Evaluation with the Wisdom of Crowds -- A Clustering Framework Based on Adaptive Space Mapping and Rescaling -- Research on Lesk-C-Based WSD and Its Application in English-Chinese Bi-directional CLIR -- Searching Polyphonic Indonesian Folksongs Based on N-gram Indexing Technique -- Study on the Click Context of Web Search Users for Reliability Analysis -- Utilizing Social Relationships for Blog Popularity Mining -- S-node: A Small-World Navigation System for Exploratory Search -- Efficient Probabilistic Latent Semantic Analysis through Parallelization…”

Tabla de Contenidos: “…Selecting the endpoint -- Connecting to the API -- Basic cleaning techniques -- Data type and encoding -- Structure of data -- Pre-processing and text normalization -- Duplicate removal -- MongoDB to store and access social data -- Installing MongoDB -- Setting up the environment -- Starting MongoDB -- MongoDB using Python -- Summary -- Chapter 3: Uncovering Brand Activity, Popularity, and Emotions on Facebook -- Facebook brand page -- The Facebook API -- Project planning -- Scope and process -- Data type -- Analysis -- Step 1 - data extraction -- Step 2 - data pull -- Step 3 - feature extraction -- Step 4 - content analysis -- Keywords -- Extracting verbatims for keywords -- User keywords -- Brand posts -- User hashtags -- Noun phrases -- Brand posts -- User comments -- Detecting trends in time series -- Maximum shares -- Brand posts -- User comments -- Maximum likes -- Brand posts -- Comments -- Uncovering emotions -- How to extract emotions? …”

Tabla de Contenidos: “…BOOK COVER; TITLE; COPYRIGHT; CONTENTS; ACKNOWLEDGEMENTS; INTRODUCTION; 1 A THEORY OF FLOATING QUANTIFIERS AND ITS COROLLARIES FOR CONSTITUENT STRUCTURE; 2 THE POSITION OF SUBJECTS; 3 MOVEMENT, AGREEMENT AND CASE; 4 CLITIC CONSTRUCTIONS; 5 SUBJECT CLITICS IN FRENCH AND ROMANCE; 6 FRENCH PREDICATE CLITICS AND CLAUSE STRUCTURE; 7 SKETCH OF A REDUCTIONIST APPROACH TO SYNTACTIC VARIATION AND DEPENDENCIES; 8 APPENDIX: THETA-THEORY AND EXTRACTION; INDEX…”

Tabla de Contenidos: “…Acknowledgements -- Introduction -- 1 A theory of floating quantifiers and its corollaries for constituent structure -- 2 The position of subjects -- 3 Movement -- agreement and case -- 4 -- Clitic constructions -- 5 Subject clitics in French and Romance: Complex Inversion and clitic doubling -- 6 French predicate clitics and clause structure -- 7 Sketch of a reductionist approach to syntactic variation and dependencies -- 8 Appendix: Theta theory and extraction -- Index…”

Tabla de Contenidos: “…Creating a Pivot Table -- Sorting and Grouping Pivot Table Data -- Calculations in a Pivot Table -- Formatting a Pivot Table -- Extracting Pivot Table Data -- Modifying a Pivot Table -- Updating a Pivot Table -- Securing a Pivot Table -- Pivot Table Limits and Performance -- Publishing a Pivot Table -- Printing a Pivot Table -- Pivot Charts -- Programming a Pivot Table…”

Tabla de Contenidos: “…The Dangers of AI -- Deepening Inequality and Injustice -- Accelerating Extraction and Consumption -- The Intelligent Eyes of Repression -- Weapons of Destruction -- Conclusion: Navigating the Shoals of Hubris…”

Tabla de Contenidos: “…Lessons from Social Mobilization across Mining and Renewable Energy in Morocco -- A just transition in Morocco -- Diverse forms of extraction in southeastern Morocco -- Similar actors and financial interests in conventional extraction and renewable energy -- Land conflict and resource politics in the legal and bureaucratic context -- Why taxes matter, or an argument for reparations -- Social mobilization and shared political claims across extraction and renewable energy -- Conclusion -- 5. …”