Saurav Agarwal – Medium

Saurav Agarwal

Accelerating MLOps with the power of GPUs

MLOps at a glance

7 min readFeb 18, 2022

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Accelerating MLOps with the power of GPUs

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Saurav Agarwal

Distributed Data Science using NVTabular on Spark & Dask

NVTabular — Why, What, and How?

7 min readFeb 18, 2022

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Distributed Data Science using NVTabular on Spark & Dask

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Saurav Agarwal

Bitcoin Price Prediction using RAPIDS : cuDF, DLPack and Keras on GPU

6 min readMay 17, 2021

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Bitcoin Price Prediction using RAPIDS : cuDF, DLPack and Keras on GPU

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Saurav Agarwal

Too Small Data — Solving Small Files issue using Spark

I am pretty sure you all must have come across the issue of Small files issues while working with Big Data frameworks like Spark, Hive etc.

2 min readDec 25, 2020

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Too Small Data — Solving Small Files issue using Spark

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Saurav Agarwal
in
DataDrivenInvestor

Data Masking in Big Data [Spark]

We often face challenges over masking data in our Big Data pipelines so that all sensitive data is masked from the unauthorized users…

3 min readAug 8, 2019

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Data Masking in Big Data [Spark]

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Saurav Agarwal
in
DataDrivenInvestor

Handling complexity in Big Data — Process nested json with changing schema tags

You may have seen various cases of reading json data ranging from nested structure to json having corrupt structure. But, lets see how do…

4 min readNov 3, 2018

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Handling complexity in Big Data — Process nested json with changing schema tags

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Saurav Agarwal

NoSQL Simplified

Basics of NoSQL NoSQL eliminates the need of a schema, hence pushing the data handling capacity by a huge margin by compromising on ACID…

3 min readSep 22, 2018

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NoSQL Simplified

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Saurav Agarwal

Saurav Agarwal

Data Evangelist and Architect focused on #Artificial Intelligence, #Big Data #Machine Learning, #Deep Learning and #IoT technologies.

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