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Lynda - Putting ITIL® Into Practice: Applying ITIL® Foundation Concepts
The Putting ITIL® Into Practice series is designed to help ITIL Foundation-certified professionals apply the concepts they have learned. It offers a fresh, agile, and directly applicable approach to help individuals, teams, and organizations apply ITIL. This course introduces the Seven Ways framework for applying the seven key ITIL Foundation concepts.
Categories: Tutorials
Oreilly - Deep Learning Crash Course
by Oliver Zeigermann | Released March 2019 | ISBN: 10000MNLV201820
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Categories: Tutorials
Lynda - Faster Python Code
By optimizing your Python code, you can ensure that your code uses fewer resources and runs faster than it did previously. In this advanced course, explore tips and techniques that can help you optimize your code to make it more efficient. Instructor Miki Tebeka covers general tools of the trade, including how to leverage the tools Python provides for measuring time, and how to use line_profiler to get line-by-line profiling information. Miki also shares how to pick the right data structures, how approximation algorithms can speed up your code, and how to use NumPy for fast numeric computation. He wraps up the course with a discussion of how to integrate performance in your process.
Categories: Tutorials
Oreilly - Grokking Deep Learning in Motion
by Beau Carnes | Released May 2019 | ISBN: 10000MNLV201802
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Lynda - Linux Performance Tuning
DevOps pros, system admins, and software developers all benefit from knowing how to determine bottlenecks, find resource usage information, and improve the performance of Linux systems. Linux performance tuning makes sure you're getting the most from your machines. This training course demonstrates a variety of tools and techniques to help you diagnose and repair problems related to resource usage and allocation. Learn how to identify bottlenecks in memory, CPU, and disk, by using tools such as perf, sar, top, htop, atop, Performance Co-Pilot, and many more. Explore the proc filesystem, and concepts such as swapping, paging, and page faults. Instructor Kevin Dankwardt also discusses Linux process scheduling, and relates topics to objectives covered by the Red Hat Certificate of Expertise in Performance Tuning exam (EX442).
Categories: Tutorials
Oreilly - Spark in Motion
by Jason Kolter | Released March 2019 | ISBN: 10000MNLV201706
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