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Spark Optimization 2 With Scala
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[ FreeCourseWeb.com ] Spark Optimization 2 with Scala
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MP4 | Video: h264, 1280x800 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 24 Lessons (7h 53m) | Size: 1.25 GB Go fast or go home. Master Spark internals so your jobs go lasers blazing and your cluster pulls maximum weight. In this course, we cut the weeds at the root. We dive deep into Spark and understand what tools you have at your disposal - and you might just be surprised at how much leverage you have. You will learn 20+ techniques and optimization strategies. Each of them individually can give at least a 2x perf boost for your jobs (some of them even 10x), and I show it on camera.
What's in for you:
You'll understand Spark internals to explain how Spark is already pretty darn fast You'll be able to predict in advance if a job will take a long time You'll diagnose hanging jobs, stages and tasks You'll spot and fix data skews You'll make the right tradeoffs between speed, memory usage and fault-tolerance You'll be able to configure your cluster with the optimal resources You'll save hours of computation time in this course alone (let alone in prod!) You'll control the parallelism of your jobs with the right partitioning And some extra perks:
You'll have access to the entire code I write on camera (~1400 LOC) You'll be invited to our private Slack room where I'll share latest updates, discounts, talks, conferences, and recruitment opportunities (soon) You'll have access to the takeaway slides (soon) You'll be able to download the videos for your offline view
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[ FreeCourseWeb.com ] Spark Optimization 2 with Scala.zip
