Pluralsight Managing Microsoft Azure AI Solutions

Pluralsight Managing Microsoft Azure AI Solutions
English | Size: 237.40 MB
Category: Tutorial


Companies and Governments across the globe are pouring billions of dollars into AI. The projects are getting ever more interesting and complex, and it is therefore natural to conclude that these projects need management. In this course, Managing Microsoft Azure AI Solutions, I assert that an AI project is like any other software project, and the need to manage it with good software practices is more, not less, important. With demos, you’ll learn how you can use concepts such as Azure CLI, ML SDK, and ML Ops to fully automate your end to end process. You’ll also explore how you can set up an Azure DevOps pipeline to go from experiment to a service. But the fun doesn’t end there; you’ll then discover how to deploy your model as an AKS cluster and enable data monitoring and collection in production, so you can use that data in numerous ways to analyze it or feed it back into your model for subsequent improvement. By the end of this course, you’ll have an in-depth understanding of how to manage your AI projects like a proper software project. Concepts such as ML Ops and Pipelines will be second nature to you, and you’ll be a pro at collecting and monitoring your production AI solutions. [Read more…]

Pluralsight – Combining and Shaping Data

Pluralsight – Combining and Shaping Data-BOOKWARE-KNiSO
English | Size: 470.23 MB
Category: Tutorial


Release Notes: Connecting the dots between data from different sources is becoming the most sought-after skill these days for everyone ranging from business professionals to data scientists. In this course, Combining and Shaping Data, you will gain the ability to connect the dots by pulling together data from disparate sources and shaping it so that extracting connections and relationships becomes relatively easy [Read more…]

Pluralsight – Managing Data Security and Policy in Microsoft Azure

Pluralsight – Managing Data Security and Policy in Microsoft Azure-BOOKWARE-KNiSO
English | Size: 144.77 MB
Category: Tutorial


Release Notes: Security is a major concern for every company, and data in the cloud is no exception. In this course, Managing Data Security and Policy in Microsoft Azure, you will gain the ability to secure data over a number of key services in Azure. First you will learn about data classification. Next, you will discover encryption options for data. Finally, you will explore how to identify threats and vulnerabilities for your deployed data services. When you re finished with this course, you will have the skills and knowledge of data security in Azure needed to architect and deploy data services in Azure with confidence [Read more…]

Pluralsight – Automating Networks with Ansible the Right Way by Nick Russo

Pluralsight – Automating Networks with Ansible the Right Way by Nick Russo
English | Size: 376.38 MB
Category: CBTs


If you’re sick of hand typing configuration commands into your network devices day after day, this course is for you! Learn how to manage your network more intelligently with Ansible using tried-and-true design patterns.

When it comes to automating networks, it’s key to utilize Ansible to ensure effective solutions. In this course, Automating Networks with Ansible the Right Way, you will learn foundational knowledge required to manage networks like a professional through programming. First, you will learn about infrastructure as code, both how it works at a technical level and why it matters at a business level. This includes several SSH/CLI-based implementations, which is likely to work on any network device. Next, you will discover a whole new word of modern APIs, such as NETCONF and RESTCONF, and how Ansible can leverage these technologies to simplify network management. Finally, you will explore how to transform your homemade projects into works of art by building quality into your code using a variety of supplementary tools. When you’re finished with this course, you will have the skills and knowledge of Ansible needed to design, implement, operate, and troubleshoot network-based automation solutions in production. [Read more…]

Pluralsight – Microsoft Azure Database Monitoring Playbook by John Savill

Pluralsight – Microsoft Azure Database Monitoring Playbook by John Savill
English | Size: 217.66 MB
Category: Tutorial


This course explores the key monitoring capabilities that can be used to gain insight and actionable steps for Azure SQL Database, Azure SQL Datawarehouse, and Azure Cosmos DB. [Read more…]

Pluralsight – Configuring Microsoft Azure Active Directory Privileged Identity Management

Pluralsight – Configuring Microsoft Azure Active Directory Privileged Identity Management-BOOKWARE-KNiSO
English | Size: 183.28 MB
Category: Tutorial


Release Notes: Which accounts have high-privilege access to your Azure AD tenant and trusting subscriptions? How easily can you report and remediate this issue? In this course, Configuring Microsoft Azure Active Directory Privileged Identity Management, you will learn how to use this tool to quickly identify high-privilege role holders and assign time-limited on-demand administrative access. First, you will gain an understanding of how to use Azure AD PIM to manage and report on both Azure AD and Azure resource roles. Next, you will discover the “hows and whys” of access reviews. Finally, you will explore how to audit the entire process to ensure security compliance. When you are finished with this course, you will have the skills and knowledge to enforce least-privilege access in your Azure environment, which greatly increases your organizational security posture in Azure [Read more…]

Pluralsight – Configuring Azure Active Directory for Microsoft Azure Workloads

Pluralsight – Configuring Azure Active Directory for Microsoft Azure Workloads-ViGOROUS
English | Size: 371.86 MB
Category: Tutorial


You are a Microsoft Azure security engineer tasked with managing Azure Active Directory. In this course, Configuring Azure Active Directory for Microsoft Azure Workloads, you learn how to secure Azure AD for use as an identity store for your Azure-based cloud applications. First, you will discover how to create and configure Azure AD user and group accounts. Next, you will learn how to configure authentication methods, including deploying a hybrid cloud with Azure AD Connect. Finally, you will explore how to create and manage Azure AD application registrations. When you are finished with this course, you will have the skills and knowledge needed to provide security oversight of Azure AD. [Read more…]

Pluralsight – Scaling Python Data Applications with Dask

Pluralsight – Scaling Python Data Applications with Dask-ViGOROUS
English | Size: 6.60 GB
Category: Tutorial


Working with so-called ‘Big Data’ can be a daunting Dask and many tools that solve this problem have a very steep learning curve. Also, developers familiar with Python may not want to resort to solutions built on another technology stack. In this course, Scaling Python Data Applications with Dask, you will gain the ability to work with very large datasets using a Python-native and approachable tool. First, you will learn how to use Dask when your application written using standard Python stops working because of the growing size of the data. Next, you will discover how Dask works underneath and what techniques it uses to make processing large datasets in various scenarios possible and accessible. Finally, you will explore how to exchange Pandas and NumPy for their Big Data variants, with practically no changes to the code. When you’re finished with this course, you will have the skills and knowledge of Dask needed to confidently write data applications that scale, using exclusively Python stack. [Read more…]

Pluralsight – Continuous Delivery and DevOps with Azure DevOps Source Control with Git

Pluralsight – Continuous Delivery and DevOps with Azure DevOps Source Control with Git-ViGOROUS
English | Size: 281.23 MB
Category: Tutorial


Git is a very powerful source control system, but as we all know, powerful tools can be dangerous, and you don’t want to lose sources when using the system. In this course, Continuous Delivery and DevOps with Azure DevOps: Source Control with Git, you’ll learn about source control, the different source control systems that are out there, and Team Foundation Version Control (TFVC) and Git, which are the types supported by Azure DevOps. First, you will explore how to set up your Git repository in Azure DevOps, and then go through all the basics to get you started with Git. Next, you will discover the fundamental operations like creating and cloning repositories, adding new files to the local repository and pushing it to the central server so the rest of the team can use it, and explore commands like commit, push, fetch, and pull. Finally, you will learn how the branch and rebase commands work, and the two most popular Git branching strategies called Git Flow and Git Hub Flow. You will also set up continuous integration, branch policies and gated check-in to guard your sources from bad code coming in that does not compile or contains bugs, so you keep your source code repository clean and in an always shippable state. By the end of this course, you will know all the fundamentals to set up source control in Azure DevOps and how to work with the Git source control system efficiently. [Read more…]

Pluralsight – Configuring NAT and VPN’s Using Palo Alto Firewalls

Pluralsight – Configuring NAT and VPN’s Using Palo Alto Firewalls
English | Size: 307.59 MB
Category: Tutorial


At the core of network-security engineering is a thorough knowledge of NAT translations and VPN connections. In this course, Configuring NAT and VPN’s Using Palo Alto Firewalls, you’ll learn how to shape traffic using Palo Alto’s Next Generation Firewall. First, you’ll learn how to configure various types of NAT. Next, you’ll explore how to deploy site-to-site VPNs using both pre-shared keys and digital certificates. Finally, you’ll discover how to set up remote access VPNs using GlobalProtect. When you’re finished with this course, you’ll have a foundational knowledge of configuring NAT and VPNs on a Palo Alto firewall that will help you as you move forward to engineer enterprise network security. Software required: PAN-OS 8.1 (physical or virtual), Network Equipment (physical or virtual), Operating system (physical or virtual). [Read more…]

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