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 Released 11/2022 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 1h 33m | Size: 270 MB Every year, it seems, there is a new hot trend in data science. One of the hottest predictive analytics algorithms this year is gradient-boosted trees. One cannot hope to understand why it is popular and successful if one doesn't understand the basics of decision trees. Specific tree algorithms have risen and fallen in popularity, but the core concepts have been fundamental to the discipline for at least 30 years. In this course, instructor Keith McCormick demonstrates and discusses a half-dozen popular decision tree algorithms. Keith shows how to access them using other open-source options from within the KNIME platform. He explains them and reverse engineers them to create a solid foundation on which to build more advanced data science skills.  Released 11/2022 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 2h 11m | Size: 428 MB If you're already familiar with the fundamentals of SQL covered in our introductory course on SQL: Data Reporting and Analysis, you may be interested in taking your skills to the next level and learning a few more new tricks of the trade. Join data consultant Emma Saunders in this hands-on, practical follow-up, designed specifically to help you grow beyond the basics so you can start writing more complex queries to change data in the database instead of just reporting it.  Released 11/2022 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 1h 43m | Size: 264 MB Enhance your Git skillset, and explore intermediate techniques and concepts that can help you work more efficiently with the popular open-source version control software. Instructor Kevin Skoglund shares branch management techniques, like deleting and pruning, and how to use tags to mark important points in the branch history. Learn to use interactive staging to stage small portions of a file, cherry-picking to share commits between branches, patches to share commits with others, and techniques for tracking down problems in your project. Kevin demystifies the rebase command and explains when to choose rebasing over merging.  Released: 04/2018 Duration: 1h 28m | Video: 1280x720 30fps | Audio: AAC, 48 kHz, 2ch | Size: 225 MB Genre: eLearning | Language: English Docker is the world's most popular container storage solution. This course covers everything you need to know to install and configure Docker on Mac, Windows, and Linux, as well as cloud-based environments such as Amazon Web Services. It also helps Docker Certified Associate (DCA) candidates prepare for the certification exam. In this course, virtualization expert David Davis shows how to install Docker, set up a repository, configure logging, manage users, understand namespaces, and protect your data. He also covers features that ship with Docker Enterprise, including the Universal Control Plane and Trusted Registry. Plus, get important tips you'll need to prepare for the Docker Certified Associate (DCA) exam.  Released 11/2022 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 1h 17m | Size: 195 MB Did you know you can use Node.js and Express to build a web API that can push and pull data from your applications via HTTP? You don't have to learn ASP.NET or Python. You don't even have to know that much about back-end programming. In this course, Emmanuel Henri shows you how to create a simple, RESTful web API with these two popular jаvascript libraries. He guides you through how to set up the project, including the Express server and testing environment, and create the endpoints that you need to add, update, and delete data from a MongoDB database. Plus, Emmanuel demonstrates how to serve static files such as images with your new API and explores additional libraries that can help streamline API development, such as Koa and LoopBack. img]https://www.hostpic.org/images/2108190959550088.jpg[/img] Released 11/2022 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Advanced | Genre: eLearning | Language: English + srt | Duration: 1h 20m | Size: 192 MB Border gateway protocol—or BGP, for short—is the primary routing protocol that's used to exchange networks and manage traffic on the internet. You might already know what BGP is, or even how to effectively configure it. But if you're looking to learn more about advanced techniques, this course was designed just for you.  Last updated 10/2020 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + srt | Duration: 72 lectures (11h 50m) | Size: 13.1 GB The Wonderful World of Nakshatras  Last updated 2/2022 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + srt | Duration: 43 lectures (12h 44m) | Size: 10.4 GB Love Matters & Lifetime Themes Guidelines  Last updated 3/2022 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + srt | Duration: 60 lectures (11h 26m) | Size: 11.9 GB Career Assessment & Gochara (Planetary Transits)  Last updated 1/2022 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + srt | Duration: 38 lectures (10h 47m) | Size: 9.6 GB Learn how identify Graha Yogas |
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