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Advanced Data and Stream Processing with Microsoft TPL Dataflow
Writing a highly parallel application is tricky, but it doesn't have to be; with the proper tools it can be significantly simplified. In this course, Advanced Data and Stream Processing with Microsoft TPL Dataflow, you will learn how to take advantage of both the data flow programming model and the actor model implemented in Microsoft TPL Dataflow to write systems capable of quickly processing hundreds of gigabytes of data. First, you will explore the architectural principles of TPL Dataflow, including some of the pitfalls of abstraction over executed code-blocks. Next, you will use blocks to construct production-grade workflows with proper error handling and monitoring. Finally, you will learn how the imperative approach to execution logic makes parallelizing and performance optimization a breeze. Finishing this course will give you a unique tool to write systems that can handle large amounts of data, or even just high-performance systems that take advantage of all the processing power available on the machine without sacrificing code readability and reuse.
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Rating | Not enough ratings |
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Length | 2.9 hours |
Starts | On Demand (Start anytime) |
Cost | $35/month (Access to entire library- free trial available) |
From | Pluralsight |
Instructor | Szymon Warda |
Download Videos | On Windows, MacOS, iOS, and Android Pluralsight app |
Language | English |
Subjects | IT & Networking |
Tags | Data Professional Application Frameworks |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
DATA PROCESSING AND DATA ENTRY $30k
Data Processing/WinMaster Coordinator $42k
Data Entry/Processing Specialist $51k
Team Data Processing Specialist Lead $54k
Data Processing Analyst 4 $61k
Dataflow Engineer $72k
Dataflow Engineer $72k
Transaction Processing $78k
Data Processing Analyst 2 $81k
Senior Data Processing Technician $88k
Senior Data Processing Analyst $110k
Senior Data Processing Specialist $115k
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Rating | Not enough ratings |
---|---|
Length | 2.9 hours |
Starts | On Demand (Start anytime) |
Cost | $35/month (Access to entire library- free trial available) |
From | Pluralsight |
Instructor | Szymon Warda |
Download Videos | On Windows, MacOS, iOS, and Android Pluralsight app |
Language | English |
Subjects | IT & Networking |
Tags | Data Professional Application Frameworks |
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