“…Covering transactions, persistent application testing, and non-relational databases, this book is your go-to resource for managing data in Java applications. What's Inside Mapping persistent classes, value types, and inheritance Creating fetch plans, strategies, and profiles Building Spring Data REST projects Querying JPA with QueryDSL About the Reader For intermediate Java programmers. …”

“…You'll appreciate the practical examples that accompany each pattern along with a full-scale project that implements distributed model training and inference with autoscaling on Kubernetes. What's Inside Data ingestion, distributed training, model serving, and more Automating Kubernetes and TensorFlow with Kubeflow and Argo Workflows Manage and monitor workloads at scale About the Reader For data analysts and engineers familiar with the basics of machine learning, Bash, Python, and Docker. …”

“…You'll also learn how to deal with inevitable failures, how to make software that connects to the internet, core security practices, and many other professional-grade techniques. What's Inside Create a web application Connect to a database Design programs to handle big tasks About the Reader For experienced beginners who want to learn professional-level skills. …”

“…And you're expected to handle the rollouts, dataOps, security, performance, scaling, backup, and whatever else comes your way. Google Anthos feels your pain. This Kubernetes-based system simplifies hybrid and multicloud operations, providing a single platform for deploying and managing your applications, wherever they live. …”

“…A set of handy appendices help you translate these valuable practices to Kotlin, Python, and JavaScript applications. What's Inside Create a development pipeline that turns feedback into features Automatically validate code before it is deployed Serverless, container-based, and server-based deployments Scale your deployment in a cost-effective way About the Reader For Go developers. …”

“…Graphs are the natural way to represent and understand connected data. …”

“…A perfect guide to help developers make good design decisions at every step of the way. As a designer, I recommend it to my own team as well! …”

“…Interactive Colab notebooks give you an opportunity to experiment as you explore. What's Inside Solve complex design and analysis problems with evolutionary computation Tune deep learning hyperparameters Apply Q-Learning to deep learning to produce deep reinforcement learning Optimize the loss function and network architecture of unsupervised autoencoders Make an evolutionary agent that can play an OpenAI Gym game About the Reader For data scientists who know Python. …”

“…A set of handy appendices help you translate these valuable practices to Kotlin, Python, and JavaScript applications. What's Inside Create a development pipeline that turns feedback into features Automatically validate code before it is deployed Serverless, container-based, and server-based deployments Scale your deployment in a cost-effective way About the Reader For Go developers. …”

“…Then, you'll systematically explore best practices for stable long-term deployment, including scaling, capacity planning, and resource optimization. What's Inside Deploying reliable web applications using automated operations Scaling up without an application redesign Monitoring, debugging, and tuning workloads About the Reader For developers familiar with building or deploying web applications. …”

“…With Part 2 under your belt, you'll be primed and ready to take on Part 3. What you'll learn--and how you can apply it The fundamentals of VPNs, including configuration and the verification of clientless remote access and AnyConnect SSL using Cisco's ASDM Configuration and the verification of site-to-site IPSec VPNs Configuring role-based CLI privilege levels Protecting the control plane from attacks and from high levels of activity using Control Plane Policing and Control Plane Protection Recognizing STP attacks and how to mitigate them Recognizing ARP and MAC attacks how to mitigate them How to uses Access Control Lists (ACLs) on switches to control traffic flow How to defend against DHCP spoofing and snooping How to restrict access to switchports based on the source MAC address of incoming frames And more This video course is for you because... …”

“…And recent innovations, including Akka Typed, ensure that this amazing platform will remain the best way to build and deploy distributed Java and Scala applications for years to come. …”

“…Your new skills build towards a complete security data platform project you'll develop in the final chapter. What's Inside Differential and compressive privacy techniques Privacy for frequency or mean estimation, naive Bayes classifier, and deep learning Privacy-preserving synthetic data generation Enhanced privacy for data mining and database applications About the Reader For machine learning engineers and developers. …”

“…Updated coverage in this Third Edition includes creating minimal APIs, securing APIs with bearer tokens, WebApplicationBuilder, and more. What's Inside Minimal APIs for serving JSON Server-side rendering using Razor Pages Data access with Entity Framework Core Write custom middleware and components About the Reader For beginning to intermediate web developers. …”

“…Interactive Colab notebooks give you an opportunity to experiment as you explore. What's Inside Solve complex design and analysis problems with evolutionary computation Tune deep learning hyperparameters Apply Q-Learning to deep learning to produce deep reinforcement learning Optimize the loss function and network architecture of unsupervised autoencoders Make an evolutionary agent that can play an OpenAI Gym game About the Reader For data scientists who know Python. …”

“…And recent innovations, including Akka Typed, ensure that this amazing platform will remain the best way to build and deploy distributed Java and Scala applications for years to come. …”

“…You'll also learn how to deal with inevitable failures, how to make software that connects to the internet, core security practices, and many other professional-grade techniques. What's Inside Create a web application Connect to a database Design programs to handle big tasks About the Reader For experienced beginners who want to learn professional-level skills. …”

“…And you're expected to handle the rollouts, dataOps, security, performance, scaling, backup, and whatever else comes your way. Google Anthos feels your pain. This Kubernetes-based system simplifies hybrid and multicloud operations, providing a single platform for deploying and managing your applications, wherever they live. …”

“…Updated coverage in this Third Edition includes creating minimal APIs, securing APIs with bearer tokens, WebApplicationBuilder, and more. What's Inside Minimal APIs for serving JSON Server-side rendering using Razor Pages Data access with Entity Framework Core Write custom middleware and components About the Reader For beginning to intermediate web developers. …”

Tabla de Contenidos: “…Exam Readiness Drill -- Chapter Review Questions -- Exam Readiness Drill -- Working On Timing -- Chapter 4: Describe Core Machine Learning Concepts -- Identify features and labels in a dataset for machine learning -- Identifying features in a dataset -- Identifying labels in a dataset -- Describe how training and validation datasets are used in machine learning -- Training set -- Validation set -- Summary -- Exam Readiness Drill -- Chapter Review Questions -- Exam Readiness Drill -- Working On Timing -- Chapter 5: Describe Azure Machine Learning Capabilities -- What is Azure ML?…”