Tabla de Contenidos: “…Analyzing big data -- Introduction to data analysis with Scala and Spark -- Recommending music and the audioscrobbler data set -- Predicting forest cover with decision trees -- Anomaly detection in network traffic with K-means clustering -- Understanding Wikipedia with latent semantic analysis -- Analyzing co-occurrence networks with GraphX -- Geospatial and temporal data analysis on the New York City taxi trip data -- Estimating financial risk through Monte Carlo simulation -- Analyzing genomics data and the BDG project -- Analyzing neuroimaging data with PySpark and Thunder…”

Tabla de Contenidos: “…Fundamental Scenes of the Reading Space: The Forest -- 8. The Many Reading Spaces o f Harry PotterPsychological Spaces -- 9. …”

Tabla de Contenidos: “…Oiled hinges : sounds and silences in documentary films of social change -- Filmic stutter, taped counter-truths, and musical sutures : knots of recovery -- White ink, family systems, forests of illusion, and aging : knots of passion -- Miniatures : small kindnesses across poisonous knowledges -- Blue widow with green stripes : pivots in widening horizons -- Filmic obsessive repetitions, dissociations, and power relations -- Meritocracy blues, chimeras, and analytic monsters -- Afterword: Portals to the future : MRT stations, universities, and the peopling of technologies -- Exergue: Bangarra Dance Company and the historical hinge in Australia…”

Tabla de Contenidos: “…Oiled hinges : sounds and silences in documentary films of social change -- Filmic stutter, taped countertruths, and musical sutures : knots of recovery -- White ink, family systems, forests of illusion, and aging : knots of passion -- Miniatures : small kindnesses across poisonous knowledges -- Blue widow with green stripes : pivots in widening horizons -- Filmic obsessive repetitions, dissociation, and power relations -- Meritocracy blues, chimeras, and analytic monsters -- Afterword: Portals to the future : MRT stations, universities, and the peopling of technologies -- Exergue: The Bangarra Dance Company and the historical hinge in Australia…”

Tabla de Contenidos: “…Introduction: critical ruptures The guillotine: reflections on violent revolutionary rupture Rupture and repair: a museum of the Red Age confronts historical nihilism Times like the present: political rupture and the heat of the moment Inner revolution: reaction and rupture in a Danish Lutheran movement Blurring rupture: frames of conversion in Japanese Catholicism Writing as rupture: on prophetic invention in Central Africa Slow rupture: the art of sneaking in an occupied forest The rhythm of rupture: attunement among Danish jihadists Earthquake citizens: disaster and aftermath politics in India and Nepal Afterword: some reflections on rupture…”

Tabla de Contenidos: “…Seuss comes back -- Haroun and the sea of stories -- The perils of Harry Potter -- What fairy tales tell us -- Boys and girls come out to play : children's games -- Poetry by and for children -- Louder than words : children's book illustrations -- Enchanted forest and secret gardens : nature in children's literature…”

Tabla de Contenidos: “…Predicting Traffic Using kNN -- Grid Search on kNN -- Random Search: An Alternative to Grid Search -- Key Takeaways -- Chapter 14: The Random Forest -- Intuitive Idea Behind Random Forests -- Random Forest Concept 1: Ensemble Learning -- Bagging Concept 1: Bootstrap -- Bagging Concept 2: Aggregation -- Random Forest Concept 2: Variable Subsets -- Predicting Sunspots Using a Random Forest -- Grid Search on the Two Main Hyperparameters of the Random Forest -- Random Search CV Using Distributions -- Distribution for max_features -- Distribution for n_estimators -- Fitting the RandomizedSearchCV -- Interpretation of Random Forests: Feature Importance -- Key Takeaways -- Chapter 15: Gradient Boosting with XGBoost and LightGBM -- Boosting: A Different Way of Ensemble Learning -- The Gradient in Gradient Boosting -- Gradient Boosting Algorithms -- The Difference Between XGBoost and LightGBM -- Forecasting Traffic Volume with XGBoost -- Forecasting Traffic Volume with LightGBM -- Hyperparameter Tuning Using Bayesian Optimization -- The Theory of Bayesian Optimization -- Bayesian Optimization Using scikit-optimize -- Conclusion -- Key Takeaways -- Part V: Advanced Machine and Deep Learning Models -- Chapter 16: Neural Networks -- Fully Connected Neural Networks -- Activation Functions -- The Weights: Backpropagation -- Optimizers -- Learning Rate of the Optimizer -- Hyperparameters at Play in Developing a NN -- Introducing the Example Data -- Specific Data Prep Needs for a NN -- Scaling and Standardization -- Principal Component Analysis (PCA) -- The Neural Network Using Keras -- Conclusion -- Key Takeaways -- Chapter 17: RNNs Using SimpleRNN and GRU -- What Are RNNs: Architecture -- Inside the SimpleRNN Unit -- The Example -- Predicting a Sequence Rather Than a Value -- Univariate Model Rather Than Multivariable -- Preparing the Data -- A Simple SimpleRNN…”

Tabla de Contenidos: “…Nature Conservation, Forests, and Biodiversity -- PART II. INTEGRATION OF POLICIES -- 6. …”

Tabla de Contenidos: “…VIII Continental Political Philosophy 40 Lukacs 41 Gramsci 42 Schmitt 43 Arendt 44 Lefort 45 Castoriadis Pt. IX Structuralism and After 46 Levi-Strauss 47 Lacan 48 Althusser 49 Foucault 50 Derrida 51 Deleuze 52 Lyotard 53 Baudrillard 54 Irigaray 55 Kristeva 56 Le Doeuff Afterword…”

Tabla de Contenidos: “…Seeing the forest and the trees: the complexities of culture in practice -- Becoming a culturally responsive therapist -- Looking into the clinician's mirror: cultural self-assessment -- Entering another's world: understanding clients' identities and contexts -- Making meaningful connections: establishing respect and rapport -- Sorting things out: culturally responsive assessment -- Putting culture to the test: considerations with standardized testing -- Making sense and moving on: culturally responsive diagnosis and the DSM-IV -- How to help best: culturally responsive therapy -- Practice doesn't make perfect, but it sure does help: a final case example -- Addressing the other in each of us…”

Tabla de Contenidos: “…The Provident Environment -- 5 'The Original Affluent Society' -- 6 Ghosts in the Forest -- Part Three. Toiling in the Fields -- 7 Leaping off the Edge -- 8 Feasts and Famines -- 9 Time is Money -- 10 The First Machines -- Part Four. …”

Tabla de Contenidos: “…A happy childhood "under such circumstances", Poznań (1925-1932) -- A pupil like no other, Poznań (1932-1939) -- The fate of a war refugee (1939-1944): Poznan, Molodeczna -- Russian Exodus, 1941-1943: Gorki and the forest -- "Holy War", 1943-1945 -- Officer of the Internal Security Corps, 1945-1953 -- "A man in a socialist society", Warsaw 1947-1953 -- Young scholar's life, 1953-1957 -- Years of hope - (1957-1967) -- Bad romance with the Security Police -- The "Year 1968" -- Holy land -- British professor -- An intellectual at work -- Global thinker…”

“…Food and Energy Security seeks to publish high quality and high impact original research on agricultural crop and forest productivity to improve food and energy security…”

Tabla de Contenidos: “…CASAS INTERNACIONAL 185: CASAS COUNTRY -- PÁGINA LEGAL -- INTRODUCCION / INTRODUCTION -- CASA AS / AS HOUSE -- CASA B+C / B+C HOUSE -- CASA CUBO / CUBE HOUSE -- CASA EN LOS CISNES / HOUSE IN LOS CISNES -- CABAÑAS EN EL BOSQUE DE MAR AZUL / CABINS IN THE FOREST OF MAR AZUL -- CASA JOVEN / YOUNG HOUSE -- CASA QUINCHO / QUINCHO HOUSE -- CASA 1/3 / 1/3 HOUSE -- CASA RM / RM HOUSE -- CASA HS143 / HS143 HOUSE -- CASA P103 / P103 HOUSE -- CASA F317 / F317 HOUSE…”

“…The three sections include eight chapters that cover such topics as evaluating mangrove degradation, forest recovery through seedling recruitment, natural regeneration of mangroves, advanced molecular biology for restoring mangroves, and more…”

“…It forms the basis of a complex web of dependency that supports entire ecosystems, providing food for thousands of creatures, from elephants, giraffes, and fruit bats, to forest hornbills, monkeys, insects, and fish…”

Tabla de Contenidos: “…Medieval hunting / An Smets and Baudouin van den Abeele -- 3. From forest to farm and town : domestic animals from ca. 1000 to ca. 1450 / Esther Pascua -- 4. …”