Tabla de Contenidos: “…. -- Chapter 10: Time Series and Structured Data -- Introduction -- Predicting stock prices with neural networks -- How to do it... -- Predicting bike sharing demand -- How to do it... -- Using a shallow neural network for binary classification -- How to do it... -- Chapter 11: Game Playing Agents and Robotics -- Introduction -- Learning to drive a car with end-to-end learning -- Getting started -- How to do it... -- Learning to play games with deep reinforcement learning -- How to do it... -- Genetic Algorithm (GA) to optimize hyperparameters -- How to do it.. -- Chapter 12: Hyperparameter Selection, Tuning, and Neural Network Learning -- Introduction -- Visualizing training with TensorBoard and Keras -- How to do it... -- Working with batches and mini-batches -- How to do it... -- Using grid search for parameter tuning -- How to do it... -- Learning rates and learning rate schedulers -- How to do it... -- Comparing optimizers -- How to do it... -- Determining the depth of the network -- Adding dropouts to prevent overfitting -- How to do it... -- Making a model more robust with data augmentation -- How to do it... -- Leveraging test-time augmentation (TTA) to boost accuracy -- Chapter 13: Network Internals -- Introduction -- Visualizing training with TensorBoard -- How to do it.. -- Visualizing the network architecture with TensorBoard -- Analyzing network weights and more -- How to do it... -- Freezing layers -- How to do it…”

Tabla de Contenidos: “…History of Point-and-Figure Charting -- One-Box Reversal Point-and-Figure Charts -- Three-Point (or Box) Reversal Point-and-Figure Charts -- Conclusion -- Review Questions -- 17 SHORT-TERM PATTERNS -- Pattern Construction and Determination -- Traditional Short-Term Patterns -- Summary of Short-Term Patterns -- Candlestick Patterns -- Conclusion -- Review Questions -- PartV: Trend Confirmation -- 18 CONFIRMATION -- Analysis Methods -- Volume Confirmation -- Open Interest -- Price Confirmation -- Conclusion -- Review Questions -- PartVI: Other Technical Methods and Rules -- 19 CYCLES -- What Are Cycles? …”

Tabla de Contenidos: “…UBER'S ORIGINS AND ITS FORAY INTO SOUTH AFRICA -- THE DIGITAL ECONOMY, MARKET DISRUPTION AND SOCIAL DYNAMICS -- LABOUR RELATIONS AND TECHNOLOGY -- PRICING AND COMPETITIVENESS -- CONCLUSION: LESSONS AND RECOMMENDATIONS -- REFERENCES -- Section Three - Application of Advanced Technologies in Sectoral Developments -- NINE. …”

Tabla de Contenidos: “…-- Pitching the business -- Going through the roof -- Part IV Next Up -- Chapter 33 It's not over -- 'Greedy-long' pays off -- Saying goodbye -- The Datsun upgraded -- The price of success -- Chapter 34 Lighting up the world -- What we invest in -- Wanderlust -- Conscious Investment Management (CIM) -- Strat -- Anthem -- Giving back -- Igniting Change -- We need to talk about George -- Chapter 35 The world's greatest social entrepreneurs -- Honey, I bought an island -- The B Team - playing for the world -- Conclusion: Our own Light Warrior -- Acknowledgements -- EULA…”

Tabla de Contenidos: “…Chapter 13: Time Series, Sequences, and Prediction with TensorFlow -- Understanding and applying learning rate schedulers -- In-built learning rate schedulers -- Custom learning rate scheduler -- CNNs for time series forecasting -- RNNs in time series forecasting -- LSTMs in time series forecasting -- CNN-LSTM architecture for time series forecasting -- Forecasting Apple stock price data -- Note from the author -- Questions -- References -- Index -- About Packt -- Other Books You May Enjoy…”

Tabla de Contenidos: “…-- When to Expect That Your Actions Will Get the Validation of Your Loved Ones -- Balance Your Long-Term Personal Benefits with Others' Short-Term Benefits -- The Goal Is the Internal Shift -- Chapter 6: Toward the Workspaces Where New Curiosities Take You -- Summary of Part 1 -- Self-Exploration Exercises: Orienting Yourself to the Next Stage of Creative Self-Development -- Part II: Learn to Live Like a Creator -- Chapter 7: Allow Your Tiny Genius to Roam Outside Your Comfort Zone -- Chapter 8: Crossing Paths with a New Curiosity -- A New Creative Curiosity, a New Set of Skills to Master -- Chapter 9: Allow Yourself to Create for Different Audiences -- The Social Part of "I" Is in Unrest -- A Part of the "I" Is Collective -- Be Like a Genius -- Know When to Be Flexible and When to Persevere -- The Flexibility to Make Room for New Curiosities -- The Perseverance to Create -- Four Personal Needs to Create -- The Love of Autonomy -- The Desire for Fairness -- The Need for Relatedness -- The Intention to Leave a Legacy of Personal Values -- Chapter 10: Committing to Your Creative Focus -- And They Lived Happily Through the Loops of Feedback -- Part 2 Summary - Learn to Live Like a Creator -- Part III: Priming Your Mind for Creative Insight -- Chapter 11: Why Habits of Inner Observation Strengthen the Identity As a Creator -- The Attraction Toward a Particular Domain -- Take the Creator in You for a Couple of Dates to Observe New Sensitivities -- Chapter 12: Follow Your Sense of Beauty -- Habit 1: The Discipline of Observing Your Sensitivities -- Habit 2: Question Your Interpretations -- Habit 3: Cultivate Your Intuition About What Questions to Focus On -- What Is Intuition and Why Is It Important? …”

Tabla de Contenidos: “…Conté EL MOVIMIENTO MODERNO TRAS LA II GUERRA MUNDIAL: Unité d'Habitation / Le Corbusier ; Conjunto de viviendas Pedregulho / Affonso Eduardo Reidy ; Conjunto de viviendas Churchill Gardens / Powell y Moya ; Conjunto de viviendas Golden Lane / Chamberlin, Powell y Bon ; Casa de la Marina / José Antonio Coderch ; Viviendas obreras / Giancarlo De Carlo ; Edificios de viviendas en Lake Shore Drive / Ludwig Mies van der Rohe ; Torre Price / Frank Lloyd Wright ; Keeling House / Denys Lasdun ; Edificio de viviendas Harumi / Kunio Maekawa ; Edificio de viviendas en Beacon Street / The Stubbins Associates ; Edificio de viviendas en Hansaviertel / Alvar Aalto ; Torre en Hansaviertel / Van der Broek en Bakema ; Viviendas en Bellevue Bay / Arne Jacobsen ; Conjunto de viviendas en Halen / Atelier 5 ; Conjunto de viviendas en Tapiola / Aulis Blomstedt…”

Tabla de Contenidos: “…Conté: Emilio Ambasz: Banca dell'Occhio, Venice-Mestre, Italy; Emilio Ambasz: Ospedale dell'Angelo, Venice-Mestre, Italy; Alejandro Aravena: Saint Edward's University, Residence and Dining Hall, Austin, Texas, USA; Architektur & Landschaft: Lusatian Lakeland Landmark, Senftenberg, Germany; Asymptote: The Yas Hotel, Abu Dhabi, UAE; Atelier-Den / Inahara Archi-Lab: Sano Clinic Therapy Square, Fujinomiya, Shizuoka, Japan; Cecil Balmond: UPENN Weave Bridge, Philadelphia, Pennsylvania, USA; Charles Barclay: Kielder Observatory, Kielder, Northumberland, UK; Barkow Leibinger Architects: Marcus Prize Pavilion, Menomonee Valley, Milwaukee, Wisconsin, USA; Baumschlager Eberle: Nordwesthaus, Fussach, Vorarlberg, Austria; Big: The Mountain, Copenhagen, Denmark; Stefano Boeri: Former Arsenale La Maddalena, House of the Sea, La Maddalena, Sardinia, Italy; Byoung-Soo Cho: Three Box House, Paju, Gyeonggi-do, South Korea; Byoung-Soo Cho: Hanil Cement Information Center and Guesthouse, Pyeongdong-ri, Danyang-gun, South Korea; Santiago Calatrava: Liège-Guillemins TGV Station, Liège, Belgium; Giacomo Costa: The Chronicles of Time…”

Tabla de Contenidos: “…Discussione sulla lezione Ristow -- Unica enluminés dans le royaume franc durant les dernières décennies du VIIIe siècle : un nouveau langage visuel / Charlotte Denoël, Isabelle Marchesin…”

Tabla de Contenidos: “…V. Kravchuk -- Session IIIb. Reliability of HPPAs - Part II -- Reliability of High Beam Power Cyclotron RF Systems at PSI by P. …”

“…The aim of the present Bribery Awareness Handbook for Tax Examiners is to assist countries in making their tax examiners aware of the various bribery techniques used as well as giving them the tools to detect and identify bribes of foreign public officials and bribes to public officials in the domestic context. …”

Tabla de Contenidos: “…. -- Les prix des communications mobiles diminuent -- Qui paie une communication mobile ? -- Possibilités d'appels -- Possibilités d'appels en Finlande -- Facturation au demandeur, facturation au destinataire et taux de croissance -- Part des abonnés des services prépayés de certains exploitants européens -- L'expérience de la facturation au demandeur au Mexique -- Les frais de raccordement de réseau fixé à réseau mobile sont-ils fonction des coûts ? …”

Tabla de Contenidos: “…Intro -- inside front cover -- Machine Learning Bookcamp -- Copyright -- brief contents -- contents -- front matter -- foreword -- preface -- acknowledgments -- about this book -- Who should read this book -- How this book is organized: a roadmap -- About the code -- liveBook discussion forum -- Other online resources -- about the author -- about the cover illustration -- 1 Introduction to machine learning -- 1.1 Machine learning -- 1.1.1 Machine learning vs. rule-based systems -- 1.1.2 When machine learning isn't helpful -- 1.1.3 Supervised machine learning -- 1.2 Machine learning process -- 1.2.1 Business understanding -- 1.2.2 Data understanding -- 1.2.3 Data preparation -- 1.2.4 Modeling -- 1.2.5 Evaluation -- 1.2.6 Deployment -- 1.2.7 Iterate -- 1.3 Modeling and model validation -- Summary -- 2 Machine learning for regression -- 2.1 Car-price prediction project -- 2.1.1 Downloading the dataset -- 2.2 Exploratory data analysis -- 2.2.1 Exploratory data analysis toolbox -- 2.2.2 Reading and preparing data -- 2.2.3 Target variable analysis -- 2.2.4 Checking for missing values -- 2.2.5 Validation framework -- 2.3 Machine learning for regression -- 2.3.1 Linear regression -- 2.3.2 Training linear regression model -- 2.4 Predicting the price -- 2.4.1 Baseline solution -- 2.4.2 RMSE: Evaluating model quality -- 2.4.3 Validating the model -- 2.4.4 Simple feature engineering -- 2.4.5 Handling categorical variables -- 2.4.6 Regularization -- 2.4.7 Using the model -- 2.5 Next steps -- 2.5.1 Exercises -- 2.5.2 Other projects -- Summary -- Answers to exercises -- 3 Machine learning for classification -- 3.1 Churn prediction project -- 3.1.1 Telco churn dataset -- 3.1.2 Initial data preparation -- 3.1.3 Exploratory data analysis -- 3.1.4 Feature importance -- 3.2 Feature engineering -- 3.2.1 One-hot encoding for categorical variables…”

Tabla de Contenidos: “…4.15 Reporting Interest on Bonds Bought or Sold -- 4.16 Forfeiture of Interest on Premature Withdrawals -- 4.17 Amortization of Bond Premium -- 4.18 Discount on Bonds -- 4.19 Reporting Original Issue Discount on Your Return -- 4.20 Reporting Income on Market Discount Bonds -- 4.21 Discount on Short-Term Obligations -- 4.22 Stripped Coupon Bonds and Stock -- 4.23 Sale or Retirement of Bonds and Notes -- 4.24 State and City Interest Generally Tax Exempt -- 4.25 Taxable State and City Interest -- 4.26 Tax-Exempt Bonds Bought at a Discount -- 4.27 Treasury Bills, Notes, and Bonds -- 4.28 Interest on United States Savings Bonds -- 4.29 Deferring United States Savings Bond Interest -- 4.30 Minimum Interest Rules -- 4.31 Interest-Free or Below-Market-Interest Loans -- 4.32 Minimum Interest on Seller-Financed Sales -- Chapter 5 Reporting Property Sales -- 5.1 General Tax Rules for Property Sales -- 5.2 How Property Sales Are Classified and Taxed -- 5.3 Capital Gains Rates and Holding Periods -- 5.4 Capital Losses and Carryovers -- 5.5 Capital Losses of Married Couples -- 5.6 Losses May Be Disallowed on Sales to Related Persons -- 5.7 Special Treatment of Gain on Sale of Small Business Stock or Qualified Opportunity Zone Investment -- 5.8 Reporting Capital Asset Sales on Form 8949 and on Schedule D -- 5.9 Counting the Months in Your Holding Period -- 5.10 Holding Period for Securities -- 5.11 Holding Period for Real Estate -- 5.12 Holding Period: Gifts, Inheritances, and Other Property -- 5.13 Calculating Gain or Loss -- 5.14 Amount Realized Is the Total Selling Price -- 5.15 Finding Your Cost -- 5.16 Unadjusted Basis of Your Property -- 5.17 Basis of Property You Inherited or Received as a Gift -- 5.18 Joint Tenancy Basis Rules for Surviving Tenants -- 5.19 Allocating Cost Among Several Assets -- 5.20 How To Find Adjusted Basis…”

Tabla de Contenidos: “…Évolution des politiques et du soutien agricoles -- Principales évolutions de l'économie et des marchés -- Évolution récente des politiques agricoles nationales -- Les nouveaux cadres pluriannuels de politique agricole sont généralement dans la lignée des précédents -- Les nouveaux gouvernements issus des élections ont fixé de nouveaux objectifs ou défini de nouvelles mesures -- Certains pays interviennent moins sur les marchés, tandis que d'autres ont augmenté le soutien des prix à la production -- Plusieurs pays ont mis en place de nouveaux paiements directs ou élargi le champ d'application de paiements directs existants -- Des instruments de gestion des risques ont été mis en place, ajustés ou élargis -- Incitations destinées à favoriser ou orienter l'investissement agricole -- Des mesures influant sur les transferts de terres ont été adoptées ou sont envisagées -- De nouvelles mesures ont été prises pour lutter mieux et de façon durable contre les ravageurs et les maladies -- Des projets visant à rendre plus durable la gestion des ressources naturelles et à améliorer les performances environnementales de l'agriculture ont été lancés ou renforcés -- Diverses actions sont menées pour atténuer le changement climatique et ses effets -- Des mesures ont été prises pour améliorer le fonctionnement de la chaîne alimentaire -- De nouveaux règlements ont été élaborés principalement pour rendre plus efficientes les procédures de sécurité des aliments et clarifier l'étiquetage alimentaire -- Plusieurs pays renforcent les règlements relatifs au bien-être animal -- Les pays s'emploient toujours à renforcer les systèmes d'innovation agricole -- Une attention accrue est portée à la transformation numérique des zones rurales…”

Tabla de Contenidos: “…Les mesures prises par l'Indonésie en matière d'exportations d'huile de palme... -- Encadré 4. …”

Tabla de Contenidos: “…Crédit bancaire au secteur privé -- Le système financier sous tension -- Tableau 7. …”