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Mahmood Hossain

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Towards Data Science

How music can be turned into dataset

Looking at music from a data scientist’s perspective

Dec 16, 2020

How music can be turned into dataset

Dec 16, 2020

Mahmood Hossain

Driving a Data Pipeline Using AWS Step Functions

In this blog, I will explain how to implement a data pipeline using AWS Step Functions, Redshift, and Glue. We’ll be using Amazon sales…

Jun 8

Driving a Data Pipeline Using AWS Step Functions

Jun 8

Mahmood Hossain

Machine Learning Deployment in Docker and MLOps in AWS using Terraform

Terraform is an incredibly user-friendly and powerful tool for managing and provisioning infrastructure as code. Its simplicity and…

May 19

Machine Learning Deployment in Docker and MLOps in AWS using Terraform

May 19

Mahmood Hossain

A Search Engine Application Using Word2Vec with MLOps usingAzure Data Factory, Databricks and…

In this blog we will explain how to build a Word2Vec model and finally deploy it in Azure. You can get the repository here.

May 8

A Search Engine Application Using Word2Vec with MLOps usingAzure Data Factory, Databricks and…

May 8

Mahmood Hossain

Real Time Response Generation To Customers in Social Media Using Kafka, Spark and Deep Learning…

In contemporary times, individuals increasingly turn to social media platforms to voice their concerns or offer feedback to companies and…

May 1

Real Time Response Generation To Customers in Social Media Using Kafka, Spark and Deep Learning…

May 1

Mahmood Hossain

Data Engineering Using NIFI, Hive, Spark, Kafka and Quicksight

In this blog I will explain a project to create a data pipeline where we will use Apache NIFI to ingest and distribute data into different…

Apr 26

Data Engineering Using NIFI, Hive, Spark, Kafka and Quicksight

Apr 26

Mahmood Hossain

Time Series Model Building and Deployment with CI/CD on Google Kubernetes Engine

A time series model is a statistical technique used to analyze and forecast data points collected over time. It’s particularly useful for…

Apr 22

Time Series Model Building and Deployment with CI/CD on Google Kubernetes Engine

Apr 22

Mahmood Hossain

End To End Deep Learning Model Developement and MLOps Using Azure DevOps

Azure DevOps streamlines ML model deployment, making it faster, more reliable, and easier to manage. By integrating DevOps practices into…

Apr 17

Architecture Diagram for MLOps using Azure

Apr 17

Mahmood Hossain

Orchestrating ELT Pipeline with Amazon MWAA Using Kinesis Firehose and Snowflake

Data engineering has become a critical part of any organization’s data strategy, and the importance of this field is only increasing as the…

Mar 8, 2023

Orchestrating ELT Pipeline with Amazon MWAA Using Kinesis Firehose and Snowflake

Mar 8, 2023

Mahmood Hossain

Mahmood Hossain

Mahmood: economics to music to data science, driven by curiosity. Excels in ML, DL, cloud tech, delivering global solutions.

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