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Tabla de Contenidos: “…Cover -- Copyright -- Table of Contents -- Preface -- Chapter 1: The Most Renowned Tabular Competition - Porto Seguro's Safe Driver Prediction -- Understanding the competition and the data -- Understanding the evaluation metric -- Examining the top solution ideas from Michael Jahrer -- Building a LightGBM submission -- Setting up a denoising autoencoder and a DNN -- Ensembling the results -- Summary -- Chapter 2: The Makridakis Competitions - M5 on Kaggle for Accuracy and Uncertainty -- Understanding the competition and the data -- Understanding the Evaluation Metric -- Examining the 4th place solution's ideas from Monsaraida -- Computing predictions for specific dates and time horizons -- Assembling public and private predictions -- Summary -- Chapter 3: Vision Competition: Cassava Leaf Disease Competition -- Understanding the data and metrics -- Building a baseline model -- Learning from top solutions -- Pretraining -- Test time augmentation -- Transformers -- Ensembling -- A complete solution -- Summary -- Chapter 4: NLP Competition - Google Quest Q&amp -- A Labeling -- The baseline solution -- Learning from top solutions -- Summary -- Packt page -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…Cover -- Copyright -- Contributors -- Table of Contents -- Preface -- Part 1: Understanding IoT Fundamentals -- Chapter 1: IoT Essentials, All You Should Know -- The evolving definition of IoT -- Deployed from fixed to mobility -- Mobility from a local area to a wide area -- Presence from city to barren fields -- Throughput from Mb/s to Gb/s -- Battery life from days to years -- Networking from point-to-point and point-to-multipoint to mesh and star topologies -- Intelligence at edge node -- AI and ML -- Addressable markets -- Residential -- Commercial and business -- Neighborhood and campus -- Cities -- Rural areas -- Industries -- How IoT impacts us -- Living comfort and safety improvement -- Operational efficiency improvement -- Environmental protection improvement -- Industrial productivity improvement -- Summary -- Further reading -- Chapter 2: IoT Network, the Neural System of Things -- IoT networks at home -- Home Wi-Fi -- BLE -- Thread -- IoT networks on campuses and in buildings -- Enterprise Wi-Fi -- Thread mesh -- Private LoRaWAN network -- No one-size-fits-all approach -- IoT networks in cities -- Cellular network -- Public LoRaWAN network -- IoT networks in rural areas -- Private LoRaWAN network -- LEO network -- Summary -- Chapter 3: IoT End Devices, the Neuron Cells of an IoT System -- Device types -- Installing indoors versus outdoors -- Powering via external supply versus batteries -- Connected by wire versus wireless -- The need for edge computing -- Hardware architecture -- MCUs -- Roles -- Key features -- Critical components -- Off-the-shelf MCU -- DIY-friendly MCU -- Peripherals and interfaces -- GPIO -- SPI -- I2C -- UART -- USB -- SDIO -- ADCs -- DACs -- PWM outputs -- JTAG -- Timers -- Real-time clock -- Sensors and actuators -- Sensors -- Actuators -- Common pins on sensors -- Understanding sensor specifications…”

“…Improve your ASP.NET skills with industry-proven techniques and practices to make your code efficient and maintainable throughout the software development lifecycle Key Features Get to grips with standard guidelines for every phase of the SDLC, encompassing pre-coding, coding, and post-coding stages Build high-quality software by employing industry best practices throughout the development process Apply proven techniques to improve your coding, debugging, and deployment processes for websites Purchase of the print or Kindle book includes a free PDF eBook Book Description As .NET 8 emerges as a long-term support (LTS) release designed to assist developers in migrating legacy applications to ASP.NET, this best practices book becomes your go-to guide for exploring the intricacies of ASP.NET and advancing your skills as a software engineer, full-stack developer, or web architect. …”

Tabla de Contenidos: “…Adding the socket client -- Listening to socket events -- Automated route changes -- Player management in the lobby -- We need some answers -- Keeping and showing the score -- Summary -- Chapter 9: Experimental Object Recognition with TensorFlow -- Technical requirements -- Introduction to TensorFlow -- Setting up the project -- Performing and displaying a status check -- Selecting an image -- Adding a voice to the app -- Learning from the prototype -- Scavenge Hunter -- Setting up the project -- Starting a new game -- Building the finish screen -- Skipping to the end -- Testing on a mobile device -- Object recognition from the camera -- Detecting and recognizing objects on a stream -- Connecting detection -- Wrapping up the game flow -- Summary -- Part 4: Wrapping Up -- Chapter 10: Creating a Portfolio with Nuxt.js and Storyblok -- Technical requirements -- Setting up Storyblok -- Initializing the Nuxt portfolio -- Installing Nuxt modules -- Working with multiple content types -- Configuring the portfolio -- Mapping content to code -- Presenting the portfolio section -- Modifying the content model -- Updating existing types -- Expanding the block properties -- Mapping meta fields -- Adding new features -- Generating a standalone website -- Publishing the static site -- Automating the build and deployment on code change -- Automating the build on content change -- You made it! …”

Tabla de Contenidos: “…Chapter 7: IA Templates and Utility - IA Object -- Technical requirements -- Object - Utility - IA -- Random Integer in Range -- Random Decimal in Range -- Run Process Read Stdout Stderr with Timeout -- File to Base64 -- Threshold Excel to Collection -- Get Threshold by Label -- Object Overview -- Process templates -- Single-Process, single-Work Queue, synchronous review Process template -- Single-Process, single-Work Queue, asynchronous review Process template -- Three-Process, three-Work Queue, asynchronous review Process template -- Summary -- Part 3: Control Room and Management -- Chapter 8: The LAM, User Roles, and MTE -- Technical requirements -- IA User Roles and Permissions -- ML Auditor -- ML Deployer -- ML Reviewer -- A User Role comparison -- MTEs -- MTE for the ML Auditor and ML Reviewer User Roles -- MTE limitations -- An updated LAM template -- Summary -- Chapter 9: ML Deployments and Database Operations -- ML deployments and rollbacks -- Web API deployment strategies -- Script deployment strategies -- Code Stage deployment strategies -- Database operations -- Table growth maintenance -- Extracting ML prediction data from the database -- Exporting reviewed prediction data from the database -- Summary -- Chapter 10: IA's Impact on the Robotic Operating Model -- Strategy -- Future of Work Vision -- Business case and value -- Governance, Risk, and Controls -- Workforce -- Building your organizational model -- Adopting new ways of thinking and working -- Roles and career paths -- Design -- Assessment and Prioritization -- Requirements Design -- Development -- Methodology and Teamwork -- Delivery Controls -- Testing and Quality Assurance -- Operations -- Deploy and Release -- Support model -- Summary -- Part 4: Real-Life Scenarios and Other Blue Prism Products -- Chapter 11: Processing Refunds -- Technical requirements…”

“…Jim previously worked on the FrontPage team at Microsoft and is currently an Escalation Engineer on the ASP.NET and IIS teams. On the CD-ROM Sample files from the author FREE! full version of Logo Creator (retail value of $39.95) FREE! …”

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“…What you will learn Become well-versed with the core features of the Azure Data Explorer architecture Discover how ADX can help manage your data at scale on Azure Get to grips with deploying your ADX environment and ingesting and analyzing your data Explore KQL and learn how to query your data Query and visualize your data using the ADX UI and Power BI Ingest structured and unstructured data types from an array of sources Understand how to deploy, scale, secure, and manage ADX Who this book is for This book is for data analysts, data engineers, and data scientists who are responsible for analyzing and querying their team's large volumes of data on Azure. …”

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“…This book also discusses the pros and cons of other programming paradigms, such as aspect-oriented programming and functional programming, and helps to select the correct approach for your projects. …”