“…What you will learn Set up a development environment and write your first PHP scripts Use inheritance, encapsulation, polymorphism and other OOP concepts Use HTTP and understand the request-response cycle of an application Perform file operations and interact with external databases Deal with application errors and handle exceptions Use third-party libraries and manage dependencies Connect your application to web services to allow for data exchange Who this book is for This book on PHP for beginners will help you if you're just getting started with PHP. …”

“…By the end of this network security book, you'll be well-versed with advanced troubleshooting techniques and best practices recommended by an experienced security engineer and Palo Alto Networks expert. What you will learn Perform administrative tasks using the web interface and command-line interface (CLI) Explore the core technologies that will help you boost your network security Discover best practices and considerations for configuring security policies Run and interpret troubleshooting and debugging commands Manage firewalls through Panorama to reduce administrative workloads Protect your network from malicious traffic via threat prevention Who this book is for This book is for network engineers, network security analysts, and security professionals who want to understand and deploy Palo Alto Networks in their ..…”

“…What you will learn Understand the difference between Salesforce Lightning and Salesforce Classic Create and manage leads in Salesforce Explore business development with accounts and contacts in Salesforce Find out how stages and sales processes help you manage your opportunity pipeline Achieve marketing goals using Salesforce campaigns Perform business analysis using reports and dashboards Gain a high-level overview of the items in the administration section Grasp the different aspects needed to build an effective and flexible Salesforce security model Who this book is for If you're new to Salesforce and want to learn it from scratch, this book is for you. …”

“…What you will learn Understand how to design and build a security operations center Discover the key components of a cloud security architecture Manage and investigate Azure Sentinel incidents Use playbooks to automate incident responses Understand how to set up Azure Monitor Log Analytics and Azure Sentinel Ingest data into Azure Sentinel from the cloud and on-premises devices Perform threat hunting in Azure Sentinel Who this book is for This book is for solution architects and system administrators who are responsible for implementing new solutions in their infrastructure. …”

“…Use structured programming constructs to write functioning code immediately Learn both the complexities and solutions to nullable reference types Thoroughly master C# object constructs, including classes, inheritance, and interfaces Reduce code redundancy with generics, delegates, lambda expressions, and events Take full advantage of collections, including the new standard query operator collection API Make the most of reflection, attributes, and the declarative programming paradigm Improve multithreading with the task-based async pattern and C# 8.0 asynchronous streams Enhance performance through the parallel processing of data and multithreading tasks Program complex types with enhanced pattern matching syntax Interoperate with unmanaged code written in other languages, including C-based APIs Explore the relationship between C# programs and the underlying CLI runtime Register your product for convenient access to downloads, updates, and/or corrections as they become available. …”

“…By the end of this book, you'll be well versed with best practices and troubleshooting techniques for improving security and performance in identity infrastructures. What you will learn Design your Hybrid AD environment by evaluating business and technology requirements Protect sensitive data in a hybrid environment using Azure Information Protection Explore advanced functionalities of the schema Learn about Flexible Single Master Operation (FSMO) roles and their placement Install and migrate Active Directory from older versions to Active Directory 2016 Control users, groups, and devices effectively Design your OU structure in the most effective way Integrate Azure AD with Active Directory Domain Services for a hybrid setup Who this book is for If you are an Active Directory administrator, system administrator, or network professional who has basic knowledge of Active Directory and is looking to become an expert in this topic, this book is for you…”

“…What you will learn Understand the key mathematical concepts for building neural network models Discover core multivariable calculus concepts Improve the performance of deep learning models using optimization techniques Cover optimization algorithms, from basic stochastic gradient descent (SGD) to the advanced Adam optimizer Understand computational graphs and their importance in DL Explore the backpropagation algorithm to reduce output error Cover DL algorithms such as convolutional neural networks (CNNs), sequence models, and generative adversarial networks (GANs) Who this book is for This book is for data scientists, machine learning developers, aspiring deep learning developers, or anyone who wants to understand the foundation of deep learning by l..…”

“…The book will then let you explore the fundamentals of computer vision by performing image recognition exercises with convolutional neural networks (CNNs) using Keras. …”

“…What you will learn Pre-process data to make it ready to use for machine learning Create data visualizations with Matplotlib Use scikit-learn to perform dimension reduction using principal component analysis (PCA) Solve classification and regression problems Get predictions using the XGBoost library Process images and create machine learning models to decode them Process human language for prediction and classification Use TensorBoard to monitor training metrics in real time Find the best hyperparameters for your model with AutoML Who this book is for Data Science with Python is designed for data analysts, data scientists, database engineers, and business analysts who want to m..…”

“…What you will learn Automate commercial bank pricing with reinforcement learning Perform technical analysis using convolutional layers in Keras Use natural language processing (NLP) for predicting market responses and visualizing them using graph databases Deploy a robot advisor to manage your personal finances via Open Bank API Sense market needs using sentiment analysis for algorithmic marketing Explore AI adoption in banking using practical examples Understand how to obtain financial data from commercial, open, and internal sources Who this book is for This is one of the most useful artificial intelligence books for machine learning engineers, data engineers, and data scientists working in the fin..…”

“…By the end of this RPA book, you’ll have developed the skills required to install and configure an RPA platform confidently and have a solid understanding of how to build complex and robust, yet performant, bots.What you will learnExplore effective techniques for installing and configuring an Automation Anywhere A2019 platformBuild software robots to automate tasks and simplify complex business processesDesign resilient bots that are modular and reusableUnderstand how to add error handling functionality and discover troubleshooting techniquesDesign bots to automate tasks in Excel, Word, emails, XML, and PDF filesImplement effective automation strategies using RPA best practicesWho this book is forThis Automation Anywhere RPA book is for automation engineers, RPA professionals, and automation consultants who are looking to explore the capabilities of Automation Anywhere for building intelligent automation strategy for enterprises. …”

“…Skill Level All Levels What You Will Learn Creating Web Apps in Azure App Service Deploying Web Apps to Azure App Service Configuring Web Apps * SSL * Custom domain names * Traffic routing * Traffic Manager * Authentication and authorization Backing up and cloning Web Apps Using deployment slots Scaling up and scaling out Monitoring Web Apps and setting alerts Troubleshooting error messages Troubleshooting slow performance Who Should Take This Course Anyone who would like to take advantage of the speed and power of a website running on Web Apps in Azure App Service. …”

“…In the last section, he shows you how, even if you have no programming skills, you can record actions to be performed on web pages with the Selenium IDE Recorder and how to use custom variables in those recordings. …”

“…Learn how to • Discover what Apache Spark does and how it fits into the Big Data landscape • Deploy and run Spark locally or in the cloud • Interact with Spark from the shell • Make the most of the Spark Cluster Architecture • Develop Spark applications with Scala and functional Python • Program with the Spark API, including transformations and actions • Apply practical data engineering/analysis approaches designed for Spark • Use Resilient Distributed Datasets (RDDs) for caching, persistence, and output • Optimize Spark solution performance • Use Spark with SQL (via Spark SQL) and with NoSQL (via Cassandra) • Leverage cutting-edge functional programming techniques • Extend Spark with streaming, R, and Sparkling Water • Start building Spark-based machine learning and graph-processing applications • Explore advanced messaging technologies, including Kafka • Preview and prepare for Spark’s next generation of innovations Instructions walk you through common questions, issues, and tasks; Q-and-As, Quizzes, and Exercises build and test your knowledge; "Did You Know?" …”

“…Our application will let the user store information about the activities performed at a given date for a selected category, for example, work, tasks, sport, and so on. …”

“…Perfect for increasing Apache Kafka throughput and performance. Confluent REST Proxy is the perfect way to communicate for sending Avro data using non Java languages to Apache Kafka: Write and read binary, JSON and Avro data to Apache Kafka using an HTTP REST API; interact with Apache Kafka using any programming language (not just Java); consult topic list and topic metadata in Apache Kafka Downloading the example code for this course: You can download the example code files for all Packt video courses you have purchased from your account at http://www.PacktPub.com . …”

“… • Apprenez les concepts fondamentaux de TensorFlow, y compris comment effectuer un calcul de base • Construisez des systèmes d'apprentissage simples pour comprendre leurs fondements mathématiques • Plongez dans des réseaux profonds entièrement connectés et qui sont utilisés dans des milliers d'applications • Transformez des prototypes en modèles de haute qualité en optimisant des hyperparamètres • Traitez des images avec des réseaux de neurones convolutifs • Gérez des jeux de données en langage naturel avec des réseaux de neurones récurrents • Utilisez l'apprentissage par renforcement pour résoudre des jeux tels que le tic-tac-toe • Entraînez des réseaux profonds avec du matériel performant, qu'il s'agisse de GPU ou d'unités de traitement de tenseurs…”

“…Distributed Systems sessions, such as on the need for autonomous APIs in a landscape of impossibly complex distributed systems and how to architect a distributed system to monitor internet performance on a global scale. Microservices sessions, including one on microservices migration pattern..…”

“…If you're new to AWS and looking for a crash course to get to grips with the foundations, we recommend that you start right from the beginning with the Technical Essentials course, which isn't a certification exam prep course and doesn't cover exam domains, however, the following is a list of what it covers: Terminology and concepts related to the AWS platform How to navigate the AWS Management Console Key concepts for AWS security measures and AWS Identity and Access Management (IAM) Foundational services-Amazon Elastic Compute Cloud (Amazon EC2), Amazon Virtual Private Cloud (Amazon VPC), Amazon Simple Storage Service (Amazon S3), and Amazon Elastic Block Store (Amazon EBS) Database services-Amazon DynamoDB and Amazon Relational Database Service (Amazon RDS) Management services-AWS Auto Scaling, Amazon CloudWatch, Elastic Load Balancing (ELB), and AWS Trusted Advisor Once you're well-versed with the basics, you'll move on to the AWS Solutions Architect - Associate video course, which will take you through the exam domains which are as follows: Domain 1: Design Resilient Architectures (34%) Domain 2: Define Performant Architectures (24%) Domain 3: Specify Secure Applications and Architectures (26%) Domain 4: Design Cost-Optimized Architectures (10%) Domain 5: Define Operationally Excellent Architectures (6%)…”

“…Monitoring, observability, and performance sessions, including Marcus Barczak (Fastly) on moving from push-based monitoring to pull-based with Prometheus and Constance Caramanolis (Lyft) on using Envoy’s extensive metrics to identify the root cause of production incidents. …”