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Cloud Academy – Content Roadmap the Content We Built in Q2 and Whats Coming in Q3

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Cloud Academy – Content Roadmap the Content We Built in Q2 and Whats Coming in Q3-STM
English | Size: 436.27 MB
Category: Tutorial


A brief overview of the content we plan for the next three months/ what we have built already and how we go about prioritizing what to build for you next
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Cloud Academy – Getting Started With Deep Learning Convolutional Neural Networks

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Cloud Academy – Getting Started With Deep Learning Convolutional Neural Networks-STM
English | Size: 1.17 GB
Category: Tutorial


In this course, discover convolutions and the convolutional neural networks involved in Data and Machine Learning Introducing the concept of tensor, which is essential for everything that follows Learn to apply the right kind of data such as images Images store their information in pixels, but you will discover that it is not the value of each pixel that matters [Read more…]

Cloud Academy – Getting Started With Deep Learning Introduction to Machine Learning

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Cloud Academy – Getting Started With Deep Learning Introduction to Machine Learning-STM
English | Size: 2.02 GB
Category: Tutorial


Machine learning is a subfield of artificial intelligence (AI). The goal of machine learning generally is to understand the structure of data and fit that data into models that can be understood and utilized by people. [Read more…]

Cloud Academy – Configuring Azure Api Management

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Cloud Academy – Configuring Azure Api Management-STM
English | Size: 0.98 GB
Category: Tutorial


This course deals with how to deploy, configure, and manage some keys aspects of Azure API management (APIM). In particular, we focus on the authentication mechanism and go into depth about how to set up OAuth 2.0, including creating the Azure AD required application registrations To help with understanding and troubleshooting the OAuth flow, we utilize Postman to check and validate our configuration. Next, we take a look at how we can alter API requests at various scopes using API policies. Finally, we look at how to view effective API policies that span multiple scopes and also how to trace API policies during runtime [Read more…]

Cloud Academy – Getting Started With Chef

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Cloud Academy – Getting Started With Chef-STM
English | Size: 2.11 GB
Category: Tutorial


If you were working in IT even ten years ago, then unless you were working for a large company, you probably didn’t need to think about how to manage infrastructure in a scalable way. Back then servers were often on-premises, or in some nearby co-location data center; deployments were infrequent and were kind of like a section of chain, with each link made of a different material, with no consideration of how that link fit into the chain as a whole. At any moment one or more links were bound to break leaving the deployment is some unforeseen state, that could at best, be described as broken Luckily for all of us, tools started to evolve out of primordial ooze that was, a random collection of Perl Python, Ruby, and VBScript, among the other, more esoteric
languages. [Read more…]

Cloud Academy – Getting Started With Azure App Service

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Cloud Academy – Getting Started With Azure App Service-STM
English | Size: 2.26 GB
Category: Tutorial


Getting Started With Azure App Service There’s a lot of effort that goes into keeping our applications available, and secure. That’s why so many cloud vendors offer platforms for hosting web based applications. If you’re building web apps, APIs, mobile backends, or business processes then you should consider looking into App Service! App Service has a lot of functionality. It meets compliance standards from around the world, it’s highly scalable, it supports multiple langauges and makes it easy to get your code deployed This Getting Started with Azure App Service course it’s basically an intro, but for developers and IT Pros. In this course you’ll learn about the features of App Service at a high level as well as for each component. Then you’ll learn about each of the 4 components of App Service through some demos. If you’re a developer or IT Pro working with Azure but new to App Service, this course is for you This course will help get you up-to-speed on App Service so that you can start developing / managing apps Getting Started With Azure App Service: What You’ll Learn [Read more…]

Cloud Academy – Developing Long Running Tasks on Azure

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Cloud Academy – Developing Long Running Tasks on Azure-STM
English | Size: 1.17 GB
Category: Tutorial


IntroductionThis course will show practical applications of key Azure features to meet the programming and configuration challenges introduced by long-running tasks We’ll start with Azure Batches and how you can use them to create large-scale, parallel, and high-performance apps in the Azure cloud. Then we’ll go over Azure Queues and how they can add resiliency to your web applications. Next you’ll look at Webhooks and how they can address events in your cloud apps. Finally, we’ll show you WebJobs and how they can deal with continuous processing tasks By the end of this course, you should be able to understand and apply these four Azure features to solve some of the challenges you face with long-running tasks, especially in high-performance computing applications [Read more…]

Cloud Academy – Designing an Azure Data Implementation

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Cloud Academy – Designing an Azure Data Implementation-STM
English | Size: 470.90 MB
Category: Tutorial


Microsoft Azure offers services for a wide variety of data related needs, including ones you would expect like file storage and relational databases, but also more specialized services, such as for text searching and time-series data In this course, you will learn how to design a data implementation using the appropriate Azure services. Two services that are especially important are Azure SQL Database and Azure Cosmos DB Azure SQL Database is a managed service for hosting SQL Server databases (although it s not 100% compatible with SQL Server). Even though Microsoft takes care of the maintenance, you still need to choose the right options to scale it and make sure it can survive failures Azure Cosmos DB is the first multi-model database that s offered as a global cloud service. It can store and query documents, NoSQL tables, graphs, and columnar data. To get the most out of Cosmos DB, you need to know which consistency and performance guarantees to choose, as well as how to make it globally reliable [Read more…]

Cloud Academy – Getting Started With Deep Learning Working With Data Gradient Descent

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Cloud Academy – Getting Started With Deep Learning Working With Data Gradient Descent-STM
English | Size: 1.98 GB
Category: Tutorial


Learn about the importance of gradient descent and backpropagation, under the umbrella of Data and Machine Learning, from Cloud Academy.

From the internals of a neural net to solving problems with neural networks to understanding how they work internally, this course expertly covers the essentials needed to succeed in machine learning.
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Cloud Academy – Cloud Governance Risk and Compliance

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Cloud Academy – Cloud Governance Risk and Compliance-STM
English | Size: 749.27 MB
Category: Tutorial


In the last decade the nature and complexity of security attacks have increased tremendously. From simple attacks which focused on hacking exposed web pages; we have evolved to stealthy attacks, which focus on the hacker staying hidden for years on end inside the victim s network with the sole purpose of stealing data. To make matters worse more and more companies have started to store their data in the cloud, thereby transferring part of the responsibility of securing that data to the cloud service provider Therefore these days the cloud service is entrusted with the task of providing adequate security to the data and services that it provides to customers. While making a decision to move to the cloud, the two main metrics that enterprises look at tend to be cost and security risk [Read more…]