PinnedMahmood HossaininTowards Data ScienceHow music can be turned into datasetLooking at music from a data scientist’s perspectiveDec 16, 20203Dec 16, 20203
Mahmood HossainDriving a Data Pipeline Using AWS Step FunctionsIn 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 8Jun 8
Mahmood HossainMachine Learning Deployment in Docker and MLOps in AWS using TerraformTerraform is an incredibly user-friendly and powerful tool for managing and provisioning infrastructure as code. Its simplicity and…May 19May 19
Mahmood HossainA 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 8May 8
Mahmood HossainReal 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 11May 11
Mahmood HossainData Engineering Using NIFI, Hive, Spark, Kafka and QuicksightIn 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 26Apr 26
Mahmood HossainTime Series Model Building and Deployment with CI/CD on Google Kubernetes EngineA time series model is a statistical technique used to analyze and forecast data points collected over time. It’s particularly useful for…Apr 22Apr 22
Mahmood HossainEnd To End Deep Learning Model Developement and MLOps Using Azure DevOpsAzure DevOps streamlines ML model deployment, making it faster, more reliable, and easier to manage. By integrating DevOps practices into…Apr 17Apr 17
Mahmood HossainOrchestrating ELT Pipeline with Amazon MWAA Using Kinesis Firehose and SnowflakeData 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, 2023Mar 8, 2023