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Active Directory Domain Services 2016

In this article, by  Dishan Francis , the author of the book  Mastering Active Directory , we will see AD DS features, privileged access management, time based group memberships. Microsoft, released Active Directory domain services 2016 at a very interesting time in technology. Today identity infrastructure requirements for enterprise are challenging, most of the companies uses cloud services for their operations (Software as a Service—SaaS) and lots moved infrastructure workloads to public clouds.

Introduction to Titanic Datasets

In this article by  Alexis Perrier , author of the book  Effective Amazon Machine Learning  says artificial intelligence and big data have become a ubiquitous part of our everyday lives; cloud-based machine learning services are part of a rising billion-dollar industry. Among the several such services currently available on the market, Amazon Machine Learning stands out for its simplicity. Amazon Machine Learning was launched in April 2015 with a clear goal of lowering the barrier to predictive analytics by offering a service accessible to companies without the need for highly skilled technical resources.

Building a Strong Foundation

In this article, by Mickey Macdonald , author of the book Mastering C++ Game Development , we will cover how these libraries can work together and build some of the libraries needed to round out the structure.

Creating Fabric Policies

 In this article by  Stuart Fordham , the author of the book Cisco ACI Cookbook , helps us to understand ACI and the APIC and also explains us how to create fabric policies.

Convolutional Neural Networks with Reinforcement Learning

In this article by Antonio Gulli , Sujit Pal , the authors of the book  Deep Learning with Keras , we will learn about reinforcement learning, or more specifically deep reinforcement learning, that is, the application of deep neural networks to reinforcement learning. We will also see how convolutional neural networks leverage spatial information and they are therefore very well suited for classifying images.

Synchronization – An Approach to Delivering Successful Machine Learning Projects

 “In the midst of chaos, there is also opportunity”                                                                                                                - Sun Tzu In this article, by Cory Lesmeister , the author of the book Mastering Machine Learning with R - Second Edition , Cory provides insights on ensuring the success and value of your machine learning endeavors.

Deploying First Container

In this article by  Srikant Machiraju , author of the book  Learning Windows Server Containers , we will get acquainted with containers and containerization.  Containerization  helps you build software in layers,containersinspiredistributed development, packaging, and publishing in the form of containers. Developers or IT administrators just have to choose a BaseOS Image, create customized layers as per their requirements, and distribute using Public or Private Repositories.Microsoft and Docker together haveprovided an amazing toolset that helps you build and deploy containers within no time. It is very easy to setup a dev/test environment as well. Microsoft Windows Server Operating System or Windows 10 Desktop OS comes with plug and play features for running Windows Server containers or Hyper-V Containers.Docker Hub,a public repository for images,serves as a huge catalogue of customized images built by community or docker enthusiasts. The images on DockerHub are freely available for anyone to download, customize,and distribute images. In this article, we will learn how to create and configure container development environments. The following are a few more concepts that you will learn in this article: Preparing Windows Server Containers Environment Pulling images from Docker Hub Installing Base OS Images

Getting Started with Metasploitable2 and Kali Linux

In this article, by  Michael Hixon , the author of the book,  Kali Linux Network Scanning Cookbook - Second Edition , we will be covering: Installing Metasploitable2 Installing Kali Linux Managing Kali services

Supervised Learning: Classification and Regression

In this article by Alexey Grigorev , author of the book Mastering Java for Data Science , we will look at how to do pre-processing of data in Java and how to do Exploratory Data Analysis inside and outside Java. Now, when we covered the foundation, we are ready to start creating Machine Learning models. First, we start with Supervised Learning. In the supervised settings we have some information attached to each observation – called labels – and we want to learn from it, and predict it for observations without labels. There are two types of labels: the first are discrete and finite, such as True/False or Buy/Sell, and second are continuous, such as salary or temperature. These types correspond to two types of Supervised Learning: Classification and Regression. We will talk about them in this article. This article covers: Classification problems Regression Problems Evaluation metrics for each type Overview of available implementations in Java

System Architecture and Design of Ansible

In this article by  Jesse Keating , the author of the book  Mastering Ansible - Second Edition , we will cover the following topics in order to lay the foundation for mastering Ansible: Ansible version and configuration Inventory parsing and data sources Variable types and locations Variable precedence

Hands on with Service Fabric

In this article by Rahul Rai and Namit Tanasseri , authors of the book Microservices with Azure , explains that Service Fabric as a platform supports multiple programming models. Each of which is best suited for specific scenarios. Each programming model offers different levels of integration with the underlying management framework. Better integration leads to more automation and lesser overheads. Picking the right programming model for your application or services is the key to efficiently utilize the capabilities of Service Fabric as a hosting platform. Let's take a deeper look into these programming models.

Integrating with Messages App

In this article by  Hossam Ghareeb , the author of the book,  iOS Programming Cookbook , we will cover the recipe  Integrating iMessage app with iMessage app .

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