Tabla de Contenidos: “…There is a broad scaling up potential, beyond the select club of high-tech start-ups -- 3. It is hazardous to seek to pick future winners -- 4. …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Introducing AI -- Chapter 1 Introducing AI -- Defining the Term AI -- Discerning intelligence -- Discovering four ways to define AI -- Understanding the History of AI -- Starting with symbolic logic at Dartmouth -- Continuing with expert systems -- Overcoming the AI winters -- Considering AI Uses -- Avoiding AI Hype and Overestimation -- Defining the five tribes and the master algorithm -- Considering sources of hype -- Understanding user overestimation -- Connecting AI to the Underlying Computer -- Chapter 2 Defining the Role of Data -- Finding Data Ubiquitous in This Age -- Understanding Moore's implications -- Using data everywhere -- Putting algorithms into action -- Using Data Successfully -- Considering the data sources -- Obtaining reliable data -- Making human input more reliable -- Using automated data collection -- Collecting personal data ethically -- Manicuring the Data -- Dealing with missing data -- Considering data misalignments -- Separating useful data from other data -- Considering the Five Mistruths in Data -- Commission -- Omission -- Perspective -- Bias -- Frame of reference -- Defining the Limits of Data Acquisition -- Considering Data Security Issues -- Understanding purposefully biased data -- Dealing with data-source corruption -- Cancelling botnets with sinkholing -- Chapter 3 Considering the Use of Algorithms -- Understanding the Role of Algorithms -- Understanding what algorithm means -- Planning and branching: Trees and nodes -- Extending the tree using graph nodes -- Traversing the graph -- Playing adversarial games -- Using local search and heuristics -- Discovering the Learning Machine -- Leveraging expert systems…”

Tabla de Contenidos: “…History of security architecture in France -- 1.2.3. Operational security of a network -- 1.2.4. …”

Tabla de Contenidos: “…-- 1.3 Challenges of microservices architecture -- 1.3.1 Effective service decomposition -- 1.3.2 Microservices integration tests -- 1.3.3 Handling service unavailability -- 1.3.4 Tracing distributed transactions -- 1.3.5 Increased operational complexity and infrastructure overhead -- 1.4 Introducing documentation-driven development -- 1.5 Introducing the CoffeeMesh application -- 1.6 Who this book is for and what you will learn -- Summary -- 2 A basic API implementation -- 2.1 Introducing the orders API specification -- 2.2 High-level architecture of the orders application -- 2.3 Implementing the API endpoints -- 2.4 Implementing data validation models with pydantic -- 2.5 Validating request payloads with pydantic -- 2.6 Marshalling and validating response payloads with pydantic -- 2.7 Adding an in-memory list of orders to the API -- Summary -- 3 Designing microservices -- 3.1 Introducing CoffeeMesh -- 3.2 Microservices design principles -- 3.2.1 Database-per-service principle -- 3.2.2 Loose coupling principle -- 3.2.3 Single Responsibility Principle -- 3.3 Service decomposition by business capability…”

Tabla de Contenidos: “…-- Les technologies de rupture remettent en cause des stratégies de croissance qui avaient fait leurs preuves, mais ouvrent aussi de nouvelles perspectives -- Les nouvelles technologies comme l'intelligence artificielle et l'Internet des Objets peuvent combler des lacunes de connaissances dans des secteurs clés -- La mobilisation du savoir peut augmenter la productivité -- Il est essential d'investir dans la formation aux technologies high-tech -- Le passage à une économie sobre en carbone et résiliente face au changement climatique devient un impératif -- Les défis démographiques varient d'une région à l'autre -- La gouvernance mondiale devient de plus en plus complexe et fragmentée…”