“…Less well known is the discovery that this flood also produced an environment that supported perhaps the most intensive use of boreal forest resources by prehistoric Native people yet recognized in Canada. …”

“…Among exam objectives, you must learn to use remote desktop for administration, manage IIS 6.0, revive a failed server, choose between forest and domain functional levels, and configure software update services. …”

Tabla de Contenidos: “…Assessment of Management and Breeding Practices among Indigenous Goat Farmers in a Tropical Humid Forest Zone 25 -- 9. Characterization of Native Goat's Production Systems in Eastern of the Democratic Republic of Congo 249 -- 10. …”

“…In Norway, the outfields [utmark] are understood as mainly un-cultivated countryside areas such as forest and upland and make up over 70 per cent of the country’s land area. …”

“…Several examples of microbial systems employed for the valorization of waste streams derived by the forest, agricultural, and food industries or the use of whole-cell or enzyme approaches for the removal of nitrogen or dyes from industrial wastewaters are provided. …”

“…In just 24 lessons of one hour or less, Sams Teach Yourself Unity Game Development in 24 Hours will help you master the Unity 2018 game engine at the heart of Ori and the Blind Forest , Firewatch , Monument Valley , and many other sizzling-hot games! …”

“…Increase your expertise. Configure full forest and domain trust relationships Configure Active Directory (AD) sites and manage AD replication Implement advanced DNS and DHCP solutions Install, configure, and manage AD Certificate Services Manage backups and recover servers Optimize storage and configure advanced file services Manage failover clustering and Network Load Balancing Move virtual machines from one Hyper-V server to another Implement Dynamic Access Control and Active Directory RMS Implement Active Directory Federation Services…”

“…In the conclusion, the author draws on Claude Lefort's concept of indeterminacy to sketch a potentially more fruitful way than can be gleaned from the interwar German discussions of conceiving the nexus between the elitist, populist and pluralist faces of modern democracy. …”

Tabla de Contenidos: “…Assessment of the Impacts of an Inheritance Taxation Relief on the Profitability of Forest Investments4. Effects of Veld Degradation on Biomass Production in the Arable Lands of South Africa5. …”

“…Para ello teje un diálogo con figuras como Marx, Bakunin, Arendt, Lefebvre, Lefort, Bloch o Benjamin y analiza acontecimientos como las revoluciones americana, francesa y rusa, pero también otros como la Revolución haitiana, la Revolución de 1848, la Comuna de París, Mayo del 68 o la memoria comunera. …”

Tabla de Contenidos: “…Spark pipelines for dataset preprocessing -- Dataset preprocessing automation -- Summary -- Chapter 3: A Holistic View on Spark -- Spark for a holistic view -- The use case -- Fast and easy computing -- Methods for a holistic view -- Regression modeling -- The SEM approach -- Decision trees -- Feature preparation -- PCA -- Grouping by category to use subject knowledge -- Feature selection -- Model estimation -- MLlib implementation -- The R notebooks' implementation -- Model evaluation -- Quick evaluations -- RMSE -- ROC curves -- Results explanation -- Impact assessments -- Deployment -- Dashboard -- Rules -- Summary -- Chapter 4: Fraud Detection on Spark -- Spark for fraud detection -- The use case -- Distributed computing -- Methods for fraud detection -- Random forest -- Decision trees -- Feature preparation -- Feature extraction from LogFile -- Data merging -- Model estimation -- MLlib implementation -- R notebooks implementation -- Model evaluation -- A quick evaluation -- Confusion matrix and false positive ratios -- Results explanation -- Big influencers and their impacts -- Deploying fraud detection -- Rules -- Scoring -- Summary -- Chapter 5: Risk Scoring on Spark -- Spark for risk scoring -- The use case -- Apache Spark notebooks -- Methods of risk scoring -- Logistic regression -- Preparing coding in R -- Random forest and decision trees -- Preparing coding -- Data and feature preparation -- OpenRefine -- Model estimation -- The DataScientistWorkbench for R notebooks -- R notebooks implementation -- Model evaluation -- Confusion matrix -- ROC -- Kolmogorov-Smirnov -- Results explanation -- Big influencers and their impacts -- Deployment -- Scoring -- Summary -- Chapter 6: Churn Prediction on Spark -- Spark for churn prediction -- The use case -- Spark computing -- Methods for churn prediction -- Regression models…”

Tabla de Contenidos: “…Cover; Title; Copyright; Contents; Foreword; Acknowledgments; Introduction: Seeing the Forest for the Trees; Why I Wrote This Book; Who This Book Is For; Why You Should Read This Book; PART ONE: Establishing Roots; 1 Debunking the Myth: New Customers Will Not Save Your Business; The Allure of New Business Can Be Fatal; We're All Addicted to Sex-and What That Means for Your Business; The Latest Boardroom Buzzword: Customer-Centricity; The True Value of a Customer; Introducing the Evergreen Marketing Equilibrium; 2 Surveying the Landscape: The Essential Components of an Evergreen Organization…”

Tabla de Contenidos: “…Active Directory-Integrated DNS Zones Can Forward ConditionallyActive Directory Schema Objects Can Be Deleted; Active Directory and Global Catalog Are Optimized; Active Directory Can Compress and Route Selectively; Forest-to-Forest Trusts; Active Directory Migration Made Easier; Group Policy Improvements; Group Policy Management Console; Software Restriction Policies in Group Policy; Policy Changes for User Profiles; Management and Administration Extras; Remote Administration Gets a Face-Lift; Enhanced File Management by Using DFS; Improved Storage and File System Options…”

Tabla de Contenidos: “…Working with Group Policy; Applying Group Policy and Using Resultant Set of Policy; RSoP Walkthrough; Managing Group Policy Objects; Accessing Local Group Policy on a Remote Machine; Managing Active Directory-Based Group Policy; Using the GPMC; Connecting to Additional Forests; Showing Sites in Connected Forests; Accessing Additional Domains; Setting Domain Controller Focus Options; Creating and Linking GPOs; Creating and Linking GPOs for Domains; Creating and Linking a Domain GPO as a Single Operation; Creating and Linking GPOs for OUs; Creating and Then Linking a GPO for an OU…”

Tabla de Contenidos: “…Managing Group Policy; Managing Local Group Policies; Working with Other LGPOs; Managing Active Directory-Based Group Policy; Accessing Additional Forests; Showing Sites in Connected Forests; Accessing Additional Domains…”

Tabla de Contenidos: “…Chapter 3: Installing the First OCS 2007 Front-End ServerIntroduction; Addressing the Prerequisites; Forest/Domain Levels; Certificate Authorities; Database Server; Preparing Active Directory; Preparing the Schema; Preparing the Forest; Preparing the Domain; Installing and Configuring OCS 2007 Enterprise Edition; Installing the Software; Configuring the Software; Installing the Front-End Server Role; Working with Certificates; Addressing DNS Requirements; Verifying the Installation Summary; Summary; Solutions Fast Track; Frequently Asked Questions…”

Tabla de Contenidos: “…Minderheiten erweitern -- Minderheitsdaten erzeugen -- Mehrheiten verkleinern -- Erweitern und danach verkleinern -- Kapitel 10: Klassifikation -- Logistische Regression -- Naiver Bayes-Klassifikator -- Supportvektormaschine -- K-nächste Nachbarn -- Entscheidungsbaum -- Random-Forest -- XGBoost -- Gradientenverstärkung mit LightGBM -- TPOT -- Kapitel 11: Modellauswahl -- Validierungskurve -- Lernkurve -- Kapitel 12: Metriken und Beurteilung der Klassifikation -- Wahrheitsmatrix -- Metriken -- Vertrauenswahrscheinlichkeit -- Trefferquote -- Genauigkeit -- F1 (F-Maß) -- Klassifikationstafel -- ROC-Kurve (Grenzwertoptimierungskurve) -- Kurve der Genauigkeit über der Trefferquote -- Kumulatives Gain-Diagramm -- Lift-Kurve -- Ausgeglichenheit der Klassen -- Klassenvorhersagefehler -- Ansprechschwelle -- Kapitel 13: Interpretation von Modellen -- Regressionskoeffizienten -- Merkmalsgewichtung -- LIME -- Interpretation von Bäumen -- Partielle Abhängigkeitsdiagramme -- Stellvertretermodelle -- Shapley -- Kapitel 14: Regression -- Vergleichsmodell -- Lineare Regression -- Supportvektormaschinen (SVM) -- K-nächste Nachbarn -- Entscheidungsbaum -- Random-Forest -- XGBoost-Regression -- Regression mit LightGBM -- Kapitel 15: Metriken und Bewertung der Regression -- Metriken -- Residuendiagramm -- Varianzheterogenität -- Normalverteilte Residuen -- Diagramm des Vorhersagefehlers -- Kapitel 16: Interpretation von Regressionsmodellen -- Shapley -- Kapitel 17: Dimensionsreduktion -- Hauptkomponentenverfahren (PCA) -- UMAP -- t-SNE -- PHATE -- Kapitel 18: Clustern -- K-Means-Algorithmus -- Agglomeratives (hierarchisches) Clustern -- Cluster verstehen -- Kapitel 19: Pipelines -- Klassifikationspipeline -- Regressionspipeline -- Pipeline für das Hauptkomponentenverfahren -- Index…”

Tabla de Contenidos: “…Sustainable use of ecosystem services / Kei Kabaya and Shunsuke Managi -- Convention of biological diversity and other initiatives to worldwide protection of biological diversity and ecosystem services / Tania Ray Bhattacharya and Shunsuke Managi -- The value of biodiversity and recreation demand models : a spatial Kuhn-Tucker model / Koichi Kuriyama, Yasushi Shoji and Takahiro Tsuge -- Payment for agricultural ecosystem services and its valuation / Kentaro Yoshida -- Determinants of happiness : environmental degradation and attachment to nature / Tetsuya Tsurumi, Kei Kuramashi, and Shunsuke Managi -- Productivity analysis on ecosystems and biodiversity / Kei Kabaya and Shunsuke Managi -- Towards the establishment of a PES policy framework / Seiji Ikkatai -- Impact assessment of sustainable forest use policy with the economic model / Satoshi Kojima and Kei Kabaya -- Financing REDD-plus : a review of options and challenges / Kimihiko Hyakumura and Henry Scheyvens -- Evaluation of offset schemes with a laboratory experiment / Keisaku Higashida, Kenta Tanaka, and Shunsuke Managi -- Project portfolio analysis on the global ecosystem restoration / Kei Kabaya and Shunsuke Managi -- Diversity on fisheries : price volatilities in Japanese market / Kentaka Aruga and Shunsuke Managi -- Market delineation among the Japanese retail fish market / Kentaka Aruga and Shunsuke Managi -- Conclusion: towards biodiversity conservation / Shunsuke Managi and Kei Kabaya…”
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