“…After a brief overview of the camera's basic functions, Rico cuts to the chase and provides a plethora of tips and practical insights that go way beyond the user's manual. The book helps you take your photography with the X-T5 to the next level. …”

Tabla de Contenidos: “…-- Summary -- Part 3: Going Beyond React and Advanced Topics -- Chapter 6: Redux: The Best State Management Solution -- Understanding the Flux pattern and Redux -- What is the Flux pattern? …”

Tabla de Contenidos: “…6.9 An Example of Bayes Factor Computation: Diagonal MNP models -- 6.10 Marketing Decisions and Bayesian Decision Theory -- 6.10.1 Plug‐In vs Full Bayes Approaches -- 6.10.2 Use of Alternative Information Sets -- 6.10.3 Valuation of Disaggregate Information -- 6.11 An Example of Bayesian Decision Theory: Valuing Household Purchase Information -- Chapter 7 Simultaneity -- 7.1 A Bayesian Approach to Instrumental Variables -- 7.2 Structural Models and Endogeneity/Simultaneity -- 7.2.1 Demand Model -- 7.2.2 Supply Model - Profit Maximizing Prices -- 7.2.3 Bayesian Estimation -- 7.3 Non‐Random Marketing Mix Variables -- 7.3.1 A General Framework -- 7.3.2 An Application to Detailing Allocation -- 7.3.3 Conditional Modeling Approach -- 7.3.4 Beyond the Conditional Model -- Chapter 8 A Bayesian Perspective on Machine Learning -- 8.1 Introduction -- 8.2 Regularization -- 8.2.1 The LASSO and Bayes -- 8.2.2 Discussion: Informative Regularizers -- 8.2.3 Bayesian Inference -- 8.3 Bagging -- 8.3.1 Bagging for Regression -- 8.3.2 Bagging, Bayesian Model Averaging and Ensembles -- 8.4 Boosting -- 8.4.1 Boosting as Bayes -- 8.5 Deep Learning -- 8.5.1 A Primer on Deep Learning -- 8.5.2 Bayes and Deep Learning -- 8.6 Applications -- 8.6.1 Bayes/ML for Flexible Heterogeneity -- 8.6.2 The Need for ML -- 8.6.3 Discussion -- Chapter 9 Bayesian Analysis for Text Data -- 9.1 Introduction -- 9.2 Consumer Demand -- 9.2.1 The Latent Dirichlet Allocation (LDA) Model -- 9.2.2 Full Gibbs Sampler -- 9.2.3 Processing Text Data for Analysis -- 9.2.4 Collapsed Gibbs Sampler -- 9.2.5 The Sentence Constrained LDA Model -- 9.2.6 Conjunctions and Punctuation -- 9.3 Integrated Models -- 9.3.1 Text and Conjoint Data -- 9.3.2 R Code for Text and Conjoint Data -- 9.3.3 Text and Product Ratings -- 9.3.4 Text and Scaled Response Data -- 9.4 Discussion…”

Tabla de Contenidos: “…Students' Ready Reckoner -- Review Questions -- Chapter 4: Consumer Behaviour: Knowing the Unknown -- 4.1 Answering Bunch of 'Wh' Questions -- 4.2 Consumer Behaviour: Meaning -- 4.3 Factors Influencing Consumer Behaviour -- 4.3.1 Cultural Factors -- 4.3.2 Social Factors -- 4.3.3 Personal Factors -- 4.3.4 Psychological Factors -- 4.4 Patterns of Buying Behaviour -- 4.5 Buying Roles -- 4.6 Consumers' Decision-Making Process -- Summary -- Key Words -- Students' Ready Reckoner -- Review Questions -- Chapter 5: Marketing Mix: Blending with Marketing Flavour -- 5.1 Influencing Consumers' Demand -- 5.2 Marketing Mix: Concept -- 5.3 Elements of Marketing Mix -- 5.3.1 Product -- 5.3.2 Price -- 5.3.3 Place -- 5.3.4 Promotion -- 5.4 4Cs of Marketing -- 5.4.1 Customer Solution -- 5.4.2 Customer Cost -- 5.4.3 Convenience -- 5.4.4 Communication -- Summary -- Key Words -- Students' Ready Reckoner -- Review Questions -- Chapter 6: Product Management: Going Beyond Tangibility -- 6.1 Selling the Concept, not the Content -- 6.2 Product: Meaning -- 6.3 Product Planning -- 6.3.1 Classification of Products -- 6.3.2 Product Levels -- 6.3.3 Product Mix -- 6.3.4 Product Policy -- 6.3.5 Product Portfolio -- 6.4 Product Line Decisions -- 6.4.1 Product Line Length -- 6.4.2 Product Line Modernization -- 6.4.3 Product Line Featuring and Line Pruning -- 6.5 Product Differentiation -- 6.5.1 Product Differentiation: Concept -- 6.5.2 Product Differentiation: Methods -- 6.5.3 Guidelines for Effective Differentiation -- 6.5.4 Degree of Differentiation -- 6.6 Product-Related Strategies -- 6.6.1 Branding -- 6.6.2 Packaging -- 6.6.3 Labelling -- 6.7 New Product -- 6.7.1 Meaning of New Product -- 6.7.2 Stages of New-Product Development -- 6.7.3 Reasons for Failure of a New Product -- 6.8 Product Adoption -- 6.9 Product Life Cycle -- 6.9.1 Concept of Product Life Cycle…”

Tabla de Contenidos: “…11.1.4 Keep in Mind that You Can't Negotiate Everything, Be Strategic! -- 11.1.5 Go beyond Positions to Understand What Drives Them -- 11.1.6 Do Not Follow the Proverb "an Eye for an Eye, a Tooth for a Tooth" -- 11.1.7 Listen to Understand, Speak to Be Understood! …”

“…Distinguishes four deep senses of the beautiful present in the human person, beyond the mere beauty of the external sensitive appearance of the subject: the ontological or metaphysical beauty, the soul or spirit, the moral or ethical, and the love or vocation. …”

Tabla de Contenidos: “…-- Five Dilemmas to Be Managed during Exchanges -- Starting and Stopping the Exchange Process -- After the Exchange: Checking Out the Process -- Making Satisfactory Exchanges and Avoiding Self-Traps -- Note -- Part III: Practical Applications of Influence -- Chapter 8: Gender and Influence: Beyond Stereotypes (Coauthor, Nan Langowitz) -- Introduction -- Conclusions -- Notes -- Chapter 9: Influencing Your Boss -- The Approach…”

Tabla de Contenidos: “…A Final Word on Analytics -- Next -- Notes -- Part TWO Agile Methods and Analytics -- Chapter 4: A Better Way to Work: The Benefits and Core Values of Agile Development -- The Case against Traditional Analytics Projects -- Understandable but Pernicious -- A Different Mind-Set at Netflix -- Proving the Superiority of Agile Methods -- The Case for Guidelines over Rules -- Scarcity and Trade-Offs on Agile Projects -- The Specific Tenets of Agile Analytics -- Next -- Notes -- Chapter 5: Introducing Scrum: Looking at One of Today's Most Popular Agile Methods -- A Very Brief History -- Scrum Teams -- Product Owner -- Scrum Master -- Team Member -- User Stories -- Epics: Too Broad -- Too Narrow/Detailed -- Just Right -- The Spike: A Special User Story -- Backlogs -- Sprints and Meetings -- Sprint Planning -- Daily Stand-Up -- Story Time -- Demo -- Sprint Retrospective -- Releases -- Estimation Techniques -- On Lawns and Relative Estimates -- Fibonacci Numbers -- T-Shirt Sizes -- When Teams Disagree -- Other Scrum Artifacts, Tools, and Concepts -- Velocities -- Burn-Down Charts -- Definition of Done and Acceptance Criteria -- Kanban Boards -- Next -- Chapter 6: A Framework for Agile Analytics: A Simple Model for Gathering Insights -- Perform Business Discovery -- Perform Data Discovery -- Prepare the Data -- Model the Data* -- The Power of a Simple Model -- Forecasting and the Human Factor -- Understanding Superforecasters -- Score and Deploy -- Evaluate and Improve -- Next -- Notes -- Part THREE: Analytics in Action -- Chapter 7: University Tutoring Center: An In-Depth Case Study on Agile Analytics -- The UTC and Project Background -- Project Goals and Kickoff -- User Stories -- Business and Data Discovery -- Iteration One -- Iteration Two -- Analytics Results in a Fundamental Change -- Moving Beyond Simple Tutor Utilization…”

Tabla de Contenidos: “…-- 1.4 Trade Too Can Harm the Environment -- 1.5 Assessing Environmental Impacts -- 1.6 Maquiladoras, Hazardous Waste, and the Pollution Haven Package -- 1.7 This Is Not Solely an International Story -- 2 Finding Balance -- 2.1 Free Traders and Environmentalists: Together at Last -- 2.2 The Committee on Trade and Environment: wto's 'Softer' Version of Institutional Integration -- 2.3 Seven 'Faceless Foreign Judges' -- 2.4 Finding Balance through Interpretation -- 2.5 ftas and the Introduction of 'Updated' Exceptions -- 2.6 An Exception and Nothing More -- 3 Beyond Exceptions -- 3.1 The (Not So) Thin Line between Exceptions and Exemptions -- 3.2 The Right to Protect the Environment -- 3.3 fta s' Environmental Framework -- 3.3.1 Environmental Principles -- 3.3.2 Environmental Obligations -- 3.3.3 Dispute Settlement -- 3.4 The Road Ahead -- 5 Can Trade Work for the Environment? …”

Tabla de Contenidos: “…Intersectoral policy approaches that place learners at the centre -- Starting young: Building the foundations of lifelong learning -- Beyond schooling: Promoting effective transitions into further education, training and the labour market -- Raising aspirations to learn: Engaging adults in learning -- Skills for a lifetime? …”

Tabla de Contenidos: “…Mastering the pandemic: Challenges and opportunities for non-urban mobility after Covid-19 -- How Covid-19 has changed travel behaviour -- The impact of Covid-19 on the decarbonisation of non-urban passenger transport -- Recover, Reshape, Reshape+: Three possible futures for non-urban passenger transport -- Non-urban passenger transport in the Recover scenario -- Paradigm change: Non-urban transport in the Reshape scenario -- Reshape+: Reinforcing Reshape -- Demand for non-urban passenger transport: Quick recovery and continued growth -- Air travel will dominate intercity trips -- Global transport activity is shifting to Asia -- CO2 emissions from non-urban passenger transport: Decoupling emissions from demand -- Well-to-tank emissions become more important -- OECD countries have the greatest potential to decarbonise -- Fair decarbonisation: Reducing non-urban passenger emissions in equitable ways -- Environmental equity of transport decisions -- Carbon taxes must not harm the less well-off -- Quantifying the equitability of non-urban transport -- Policy recommendations -- Increase the price of high-carbon non-urban transport to encourage clean alternatives -- Create Covid-19 recovery packages that boost sustainable non-urban transport -- Align decarbonisation policies across the transport and energy sectors to reflect the reliance of zero-carbon transport on clean energy -- Mandate the use of alternative fuels in aviation to encourage long-term innovation -- Incentivise the transition to low-emission non-urban road transport by making it more affordable and through measures that increase consumer confidence in cleaner options -- Invest proactively in technological developments beyond the transport sector to ensure wide-scale availability of new technologies for a comprehensive decarbonisation roll out -- References -- Note…”

Tabla de Contenidos: “…Front Cover -- Contents -- Foreword -- Preface -- Acknowledgments -- About the Authors -- Abbreviations -- Overview -- Introduction -- Better Policy Environment for More Inclusive GVCs -- Investment in Expanding the Statistical Basis and Technical Analysis of Participation in GVCs -- Chapter 1 Setting the Scene -- Introduction -- GVCs and Opportunities for Low-Income Countries -- Importance of SMEs -- References -- Chapter 2 Stylized Facts on SMEs in GVCs -- Informality of the Economy: A Binding Constraint -- Participation in GVCs: Direct Insertion -- Suppliers of Large Local and Multinational Firms: Indirect Insertion -- Links between MNE Investments and SME Performance -- Note -- References -- Chapter 3 Participation of SMEs and Low-Income Countries in GVCs: Determinants and Challenges -- Introduction -- Internal Determinants of SME Participation and Upgrading in GVCs -- External Determinants of SME Participation in GVCs -- Notes -- References -- Chapter 4 Policies to Promote the Participation of SMEs and Low-Income Countries in GVCs -- Introduction -- Furthering International Trade Openness -- Ensuring That the Benefits of Openness Reach beyond Large Firms and the G20 to SMEs and Low-Income Countries -- Investing in Expanding the Statistical Basis and Technical Analysis of Participation in GVCs -- Note -- References -- Boxes -- Box 1.1 Understanding the Drivers of GVCs -- Box 1.2 Key Take-Away Messages from Chapter 1 -- Box 2.1 Key Take-Away Messages from Chapter 2 -- Box 3.1 The World Bank's Work to Strengthen Developing Countries' Ability to Meet International Product and Process Standards -- Box 3.2 Implementing a Single-Window System in Lao PDR -- Box 3.3 WTO Agreement on Trade Facilitation -- Box 3.4 The Exporta Fácil Program in Latin America -- Box 3.5 Trade and Investment Barriers: The Case of LCRs Affecting Renewable Energy…”

Tabla de Contenidos: “…-- 21.Block-Diagram Algebra and the Feedback Equation -- Composite Systems -- The Feedback Equation -- An Alternative Derivation of the Feedback Equation -- Block-Diagram Algebra -- Limitations and Importance of Transfer Function Methods -- 22.PID Controllers -- The Transfer Function of the PID Controller -- The Canonical Form of the PID Controller -- The General Controller -- Proportional Droop Revisited -- A Worked Example -- 23.Poles and Zeros -- Structure of a Transfer Function -- Effect of Poles and Zeros -- Special Cases and Additional Details -- Pole Positions and Response Patterns -- Dominant Poles -- Pole Placement -- What to Do About Delays -- 24.Root Locus Techniques -- Construction of Root Locus Diagrams -- Root Locus or "Evans" Rules -- Angle and Magnitude Criteria -- Practical Issues -- Examples -- Simple Lag with a P Controller -- Simple Lag with a PI Controller -- 25.Frequency Response and the Bode Plot -- Frequency Response -- Frequency Response in the Physical World -- Frequency Response for Transfer Functions -- A Worked Example -- The Bode Plot -- A Criterion for Marginal Stability -- Other Graphical Techniques -- 26.Topics Beyond This Book -- Discrete-Time Modeling and the z-Transform -- State-Space Methods -- Robust Control -- Optimal Control -- Mathematical Control Theory -- pt. …”

Tabla de Contenidos: “…AFKN's technological architecture: the importance of collaborative tools -- 4.4.3. Beyond team frontiers: professional communities favoring experience sharing and organizational culture -- 4.5. …”

Tabla de Contenidos: “…The concept of proactive behavior-based malware detection -- The concept of malware's behavioral characteristic -- Operational aspects of software behavior data collection -- Operational aspects of behavior modeling using machine learning or AI -- Operational aspects of behavior monitoring -- Operational aspects of malware behavior-based response -- Operational aspects of anomaly detection -- Operational aspects of specification-based techniques -- Normalcy and anomaly detection -- Concept of normalcy -- Concept of anomaly detection -- Operational aspects of anomaly detection -- Future concepts of normalcy and anomaly detection -- Overcoming the increased complexity of evolving cyber threats -- Handling increased complexity and data volume -- Navigating privacy regulations -- Mitigating evolving cyber threats -- Implementing the solutions -- Starting with the basics - organizational capability maturity -- The relationship between the CMMI maturity process and the increased complexity of threat management -- Operational challenges and mitigation strategies to enhance organizational cybersecurity capabilities -- Summary -- Part 3 - The Future State of AI's Use for Malware Science -- Chapter 6: The Future State of Malware Data Analysis and Detection -- The future state of advanced ML and AI integration in malware detection -- Beyond signature-based detection -- The future state of automated malware analysis -- Why manual processes are no longer viable -- The dawn of automated malware analysis -- The future state of cloud-based TI -- The current landscape of TIPs -- The advent of cloud-driven TI -- The future state of integration of big data analytics in cybersecurity -- Understanding the magnitude of modern data -- The imperative for big data analytics -- Integration of AI - the game-changer…”

Tabla de Contenidos: “…Buy, Hold, SELL: An Introduction to Sell Strategies Chapter Seventeen. What's Beyond the Buy-Hold Myth? Not Market Timing Even If You Could... …”

Tabla de Contenidos: “…-- Defending against Buffer Overflow -- Major Gotchas -- Internal Buffer Overflows -- More Input Overflows -- Other Risks -- Tools That Can Help -- Smashing Heaps and Stacks -- Heap Overflows -- Stack Overflows -- Decoding the Stack -- To Infinity . . . and Beyond! -- Attack Code -- A UNIX Exploit -- What About Windows? …”

Tabla de Contenidos: “…A Simple Approach Three Examples Conservative Estimate Proof In Advocacy Pudding Chapter 4: Five Proven Ways (& One Shocking Way) To Create More Brand Advocates Section 2: The Power Of Advocate Marketing Chapter 5: The Power Of Advocate Marketing Finding Box Advocates Unleashing Box Advocates Box-Full Of Referrals Box Embraces Advocacy A New Way Of Marketing Unleashing Advocates Trusted Advocates Sustainable Marketing Force Authentic Advocacy Word Of Mouth Marketing At Scale Advocacy Drives Growth Advocacy & The Consumer Decision Journey Beyond Listening & Engagement The 3 R's Of Advocacy 3 Major Advocacy Benefits Traditional Marketing Model The "Triangle Of Trust" Fair Exchange Of Value Maintaining Balance Betting Against Beacon Not An Either/Or Advocates Positively Impact Purchase Process Case Studies Section 3: Advocate Marketing Playbook Chapter 6: Advocate Marketing Playbook Overview Advocate Flow Advocate Flow Example Chapter 7: Identifying 3 Ways To Identify Advocates 1. …”

Tabla de Contenidos: “…-- Features -- Visual Studio Code -- IntelliSense -- Debugging -- SCM support -- Terminal -- Hello World example -- Using variables, types, and functions -- Type inference -- Using const -- Using let -- Using functions -- Arrow functions -- Working with classes and interfaces -- Interface -- Classes -- Inheritance -- Working with arrays -- Summary -- Chapter 9: Angular in a Nutshell -- Understanding Angular -- Anatomy of a component -- Components live and die -- Component in code -- Pipes -- Modules -- Bootstrapping process -- Angular 2 and beyond -- Angular CLI -- Project structure -- Rapid development…”

Tabla de Contenidos: “…Chapter 6: Hyper-Parameter Tuning -- Black-Box Optimization -- Notes on Black-Box Functions -- The Problem of Hyper-Parameter Tuning -- Sample Black-Box Problem -- Grid Search -- Random Search -- Coarse to Fine Optimization -- Bayesian Optimization -- Nadaraya-Watson Regression -- Gaussian Process -- Stationary Process -- Prediction with Gaussian Processes -- Acquisition Function -- Upper Confidence Bound (UCB) -- Example -- Sampling on a Logarithmic Scale -- Hyper-Parameter Tuning with the Zalando Dataset -- A Quick Note about the Radial Basis Function -- Exercises -- References -- Chapter 7: Convolutional Neural Networks -- Kernels and Filters -- Convolution -- Examples of Convolution -- Pooling -- Padding -- Building Blocks of a CNN -- Convolutional Layers -- Pooling Layers -- Stacking Layers Together -- An Example of a CNN -- Conclusion -- Exercises -- References -- Chapter 8: A Brief Introduction to Recurrent Neural Networks -- Introduction to RNNs -- Notation -- The Basic Idea of RNNs -- Why the Name Recurrent -- Learning to Count -- Conclusion -- Further Readings -- Chapter 9: Autoencoders -- Introduction -- Regularization in Autoencoders -- Feed-Forward Autoencoders -- Activation Function of the Output Layer -- ReLU -- Sigmoid -- The Loss Function -- Mean Square Error -- Binary Cross-Entropy -- The Reconstruction Error -- Example: Reconstructing Handwritten Digits -- Autoencoder Applications -- Dimensionality Reduction -- Equivalence with PCA -- Classification -- Classification with Latent Features -- The Curse of Dimensionality: A Small Detour -- Anomaly Detection -- Model Stability: A Short Note -- Denoising Autoencoders -- Beyond FFA: Autoencoders with Convolutional Layers -- Implementation in Keras -- Exercises -- Further Readings -- Chapter 10: Metric Analysis -- Human-Level Performance and Bayes Error…”