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Yousry Mohamed

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titleconferencedate
Software Engineering Skills for Data EngineersDataEngBytes Sydney 20242024-09-24
Covers concrete fixes: pick numeric types to avoid floating point surprises and cut storage (example dataset stored as 22 GB vs ~11 GB when switching doubles…
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DataEngBytes 2023 - BRI-T1-03 - Yousry MohamedDataEngBytes Brisbane 20232023-08-29
Explains concrete Spark fixes: don't collect to the driver because pulling a billion-row DataFrame crashes memory; cache or persist intermediate results to…
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Video Analytics for mere mortals with NVIDIA DeepStream SDKNDC Melbourne 20222022-06-20
Demonstrates building real-time video analytics pipelines with NVIDIA DeepStream SDK using graph composer and Docker images, running on GPUs (Tesla T4, RTX…
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Tips and tricks for robust big data applicationsNDC Sydney 20202020-08-31
Demos use Spark (shell and containers), ORC/Parquet and Hive metadata to show concrete wins: a 10 million rows dataframe starts at ~200 KB, jumps to 71 MB with…
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