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O’Reilly – Spotlight on Data The Power of Deep Learning in the Hands of Domain Experts

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O’Reilly – Spotlight on Data The Power of Deep Learning in the Hands of Domain Experts-ZH
English | Size: 467.55 MB
Category: Tutorial


How do you put the power of deep learning into the hands of product managers, business analysts, innovators, educators, and researchers?

In this Spotlight on Data, find out how Silicon Valley Innovation Laboratories-a research center established by Japanese electric and electronics equipment company Furukawa Electric-trained a deep learning model to recognize manufacturing defects in fiber optic cables using platform.ai, without writing any code or needing the help of a data scientist.
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Linkedin Learning – DevOps Foundations Your First Project

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Linkedin Learning – DevOps Foundations Your First Project-ZH
English | Size: 787.45 MB
Category: TUtorial


Curious about how to put DevOps principles into practice? This course can help. Join Carlos Nunez as he demonstrates how to apply DevOps principles to a sample app for a fictitious travel booking company. Throughout the course, Carlos shows how to leverage popular tools and methodologies to make updating testing, and releasing the app a breeze. After explaining how to containerize the website with Docker and Docker Compose, he shows how to write unit and integration tests with RSpec, Capybara, and Selenium. He then steps through how to deploy your website into the cloud with Terraform and write a Jenkinsfile that will build test, and deploy your app. Upon wrapping up this course, you’ll know how to turn a slow and complex application development process into a fast and enjoyable one [Read more…]

O’Reilly – Become more productive by using IPython

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O’Reilly – Become more productive by using IPython-ZH
English | Size: 1.37 GB
Category: CBTs


If your Python interpreter still starts with >>>, join Jacinda Shelly (Doctor on Demand) to learn how IPython-an enhanced interactive Python shell guaranteed to improve the productivity of any Python user still using the default Python shell-can improve your programming life. And if you’ve used IPython for a while, stop by to learn tricks you didn’t even know IPython had up its sleeve. [Read more…]

Linkedin Learning – Efficient Python Production Workflows-ZH

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Linkedin Learning – Efficient Python Production Workflows-ZH
English | Size: 415.90 MB
Category: Tutorial


Writing code can be easy, but maintaining a product is always a challenge. In this course, learn what it takes to efficiently manage your Python projects. Instructor Miki Tebeka delves into the ancillary tasks around Python programming, such as dependency management, development methodologies, metrics, logging, testing, and deployment. While these topics aren’t strictly related to coding, they’re essential to making sure your code is production ready. Learn how to tackle challenges related to dependency management, effectively approach testing, configure a logging system, design metrics, leverage different deployment strategies, and more. [Read more…]

Linkedin Learning – Leveraging Cloud-Based Machine Learning on Azure: Real-World Applications

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Linkedin Learning – Leveraging Cloud-Based Machine Learning on Azure: Real-World Applications-ZH
English | Size: 157.79 MB
Category: Tutorial


In order to successfully incorporate AI on the popular Azure platform, you must gain a fundamental understanding of what AI is and become familiar with the local tools Azure offers. In this course, David Linthicum covers the basics of leveraging Azure for AI-based applications, including key tools and the processes for using them correctly. After going over the basics of AI processing on Azure, creating knowledge bases, and the use of AI systems in the cloud, David presents real-world use cases across a variety of industries, including healthcare, finance, law enforcement, and manufacturing. He then shows how to work with the Azure Machine Learning (AML) cloud service to build, train, and deploy machine learning models; leverage the Azure Search (AS) tool; and build an AML application. [Read more…]

Linkedin Learning – Building React and ASP.NET Core Applications-ZH

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Linkedin Learning – Building React and ASP.NET Core Applications-ZH
English | Size: 446.32 MB
Category: Tutorial


React is a popular framework that’s well suited for building single-page applications (SPAs) along with ASP.NET Core; however, wiring the two frameworks together can be challenging. In this course, instructor Ervis Trupja shows you how, sharing best practices for organizing and developing a web application with a back end that’s built on top of the ASP.NET Web API and a front end that’s built on top of React. Ervis steps through how to build the service layer with the ASP.NET Web API to expose the required endpoints to create, read, update, and delete entries. He then shows how to build a UI using React with Bootstrap, implement Redux in your React app, and handle user authentication with Auth0. [Read more…]

O’Reilly – Scaling Containers with Multicluster GKE and Istio

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O’Reilly – Scaling Containers with Multicluster GKE and Istio-ZH
English | Size: 2.36 GB
Category: Tutorial


Containers are all the rage these days, but how do you go from a single sandbox cluster to a globally distributed enterprise-scale architecture. Christopher Grant dives into the options and considerations for managing multiple clusters across regions and data centers, covering both infrastructure and application design best practices, such as hybrid and multicluster configurations as well as decomposing applications into system, service, and microservices.
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Linkedin Learning – SQL Essential Training

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Linkedin Learning – SQL Essential Training-ZH
English | Size: 449.92 MB
Category: TUtorial


Whatever database application you create-whether it’s for bookkeeping, sales, inventory, or even the lowly to-do list-it’s all about the data. Completely updated for 2018, SQL Essential Training is designed to help users understand the most common language for database wrangling, SQL. Instructor Bill Weinman teaches all the major features of SQL: creating tables; defining relationships; manipulating strings, numbers, and dates; using triggers to automate actions; and using subselects and views. He offers a solid working knowledge of the language and shows how to retrieve and manage data efficiently. The final chapter includes a real-world example of building a simple and complete database application using SQL. [Read more…]

Linkedin Learning – Microsoft Cloud Fundamentals SharePoint Online OneDrive and Teams

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Linkedin Learning – Microsoft Cloud Fundamentals SharePoint Online OneDrive and Teams-ZH
English | Size: 275.70 MB
Category: Tutorial


Microsoft SharePoint Online, OneDrive, and Microsoft Teams can help organizations keep their files safe, share information more effectively, and communicate with ease. In this course, learn the basics of how to configure and manage SharePoint Online OneDrive, and Microsoft Teams. Instructor Andrew Bettany explains how to create a SharePoint site, manage SharePoint storage, and share documents in OneDrive. He also outlines the basics of working with Microsoft Teams, as well as how to deploy the communications platform within your organization [Read more…]