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Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: aac, 48000 Hz Language: German | Size: 3.47 GB | Duration: 2h 39m  MP4 | Video: h264, 2560x1440 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + srt | Duration: 84 Lessons (3h 53m) | Size: 2.33 GB Course Summary  Duration: 1h20m | Video: .TS 1920x1080, 30 fps(r) | Audio: AAC, 44000Hz, 2ch | Size: 433 MB Genre: eLearning | Language: English In this video, you will explore forecasting techniques in Python, including how to use machine learning models from Scikit Learn, as well as integrating R as a sub process to gain access to the robust forecast library, incorporating the auto.arima and tbats models. We create our own Python class called Forecaster that stores all of the relevant information about the predictions, including error metrics, model forms, hyperparameter selections, and the forecasts themselves. The module is written in such a way that models can easily be added to the framework for increasing accuracy.  MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Beginner | Genre: eLearning | Language: English + .srt | Duration: 34m 20s | Size: 643.8 MB Outsourcing presents challenges that aren't part of a traditional working environment. Instructor Bob McGannon gives you guidance and information on how to work effectively in this growing industry. Bob explains the advantages and disadvantages of different outsourcing models and the different business drivers that lead companies to consider outsourcing. He discusses common elements of the outsourcing contract, then covers service levels and service requests. Accurate performance reporting is essential for any outsourcing arrangement, and Bob steps through how to ensure relevant, accurate information is provided for business operations. Since most contracts need updating over time, he identifies the steps required to successfully apply changes to an outsourcing contract. Bob concludes by offering other resources that you can use to further your knowledge about outsourcing arrangements.  MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Beginner | Genre: eLearning | Language: English + .srt | Duration: 36m 8s | Size: 666.6 MB Get a new approach to managing your relationship with on-the-job pressure with the power of mindfulness. Mindfulness strengthens your ability to deal with job-related tensions that can negatively impact your physical, mental, and emotional well-being. In this course, get strategies that can help you identify what causes you to feel pressure, how it gets expressed in your body, and how you can mitigate its negative effects. Discover techniques that can help you control your reactions and walk away from your life's stressors. Cultivate a healthier relationship to anxiety by learning how to clear your mind and body from its manifestation. Plus, find out how to avoid the chronic strain of rumination and integrate meditation into your life as a habit.  MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Intermediate | Genre: eLearning | Language: English + .srt | Duration: 38m 19s | Size: 96.96 MB .NET 5 is the unifying release of the cross-platform, open-source framework from Microsoft. In this course, instructor Walt Ritscher gives you a first look at .NET 5, presenting a broad view of the features included in this release. He explores the .NET versions and changes to the .NET name. He examines the .NET pieces included in the release. He shows you init-only properties, the C# Record type, and top-level statements, then goes into container, JSON, and deployment improvements. Walt looks at the Visual Studio 2019 updates, improved Git integration, jаvascript debugging tools, and XAML hot reload. He discusses Blazor, a front-end (UI) framework that lets you build interactive web UIs using C# instead of jаvascript. In closing, Walt goes over Entity Framework Core, a lightweight, extensible, open-source, cross-platform version of the popular Entity Framework data access technology.  MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Beginner | Genre: eLearning | Language: English + .srt | Duration: 29m 9s | Size: 547.3 MB MB Do you dream about going out on your own in the project management world and being your own boss? In this course, Seyi Kukoyi, PMP, a project management entrepreneur and educator with 10+ years of experience, shares knowledge from his personal experience, with contributions from collaborator Bonnie Biafore, PMP, a best-selling author with 25+ years of experience in project management and training. Project management can be applied to projects within any industry, so when you're starting as a project management entrepreneur, it can be helpful to specialize in some way. Seyi identifies ways you can gain experience and certifications when you're starting out. He focuses on how to build and maintain your network and how to promote your services and availability. Seyi shows you how to keep a satisfied client base and how to delegate work to others. In conclusion, he discusses choices that will help you maintain or regain momentum in your entrepreneurial career.  MP4 | Video: h264, 1920x1080 | Audio: AAC, 44 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 29 Videos (3h16m)| Size: 2.69 GB As modern cloud and mobile apps have evolved, they've driven the need for equally revolutionary storage and database solutions. Cloud vendors such as Microsoft have risen to the challenge by offering flexible and scalable NoSQL services. At the forefront of these is Azure Cosmos DB, a fully managed NoSQL database service that is multi-modal, globally distributed, and has guaranteed performance.  MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Beginner | Genre: eLearning | Language: English| Duration: 22m | Size: 376 MB In this course, instructor Jon Galloway offers up an introduction to Visual Studio for Mac, the integrated development environment for .NET applications from Microsoft. With Visual Studio, you can build all the different programs, apps, websites, and services that you can build with .NET, but with a user interface and tools to help you get started and be more productive as you're developing. Jon guides you through the basics of installing Visual Studio, and gives a tour of the most important features it has to offer, like code navigation, debugging, testing, and collaboration. After installing the free software, he shows you how to create a C# app, compile it, and debug it. Jon also shows how to get more involved with the large .NET and Visual Studio communities, ranging from livestreams to in-person meetups.  MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Intermediate | Genre: eLearning | Language: English | Duration: 1h 15m | Size: 623.8 MB The first explanation you typically hear about Microsoft LINQ is that it provides an in-language query tool to manipulate the contents of arrays and lists. Explore LINQ further and you'll find it works with other popular data sources like databases and XML files. That makes it a universal query tool that simplifies working with any data source. In this course, part of a three-course series, LinkedIn Learning staff author Walt Ritscher uses LINQPad, a lightweight, powerful code editor, to illustrate useful topics like queryable types, basic query syntax, finding data by date range, and how to use LINQ queries to reduce database network traffic. 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