Published inAWS in Plain EnglishSet up MLflow on AWS EC2 using Docker, S3, and RDSImplementation of MLflow to make model training efforts more efficient.Oct 18, 20211Oct 18, 20211
Published inTowards Data ScienceBuilding an ETL pipeline with Airflow and ECSRunning an ETL pipeline is often troublesome. The architecture described in this post makes it easy to run ETL workflows.Dec 20, 2020Dec 20, 2020
Published inTowards Data ScienceGoing Bastion-less: Accessing Private EC2 instance with Session ManagerIn this post we will set up a private EC2 instance, and use SSM session manager to access the instance that hosts a Jupyter Notebook ServerNov 3, 20201Nov 3, 20201
Published inTowards Data ScienceDiscord notification using CloudWatch Alarms, SNS and AWS LambdaSend a notification to a Discord Channel when a CloudWatch alarm is triggeredSep 12, 20202Sep 12, 20202
Published inTowards Data ScienceAutomating Lambda modules deployment with GitLab CIYou'll be presented to one way to organize your repositories so that it facilitates the lambda deployment procedure using Terraform and CIAug 9, 20202Aug 9, 20202
Published inTowards Data ScienceBuilding an ApiGateway-SQS-Lambda integration using TerraformSetting up an API Gateway endpoint that takes records, put them into an SQS queue that triggers an Event Source for a Lambda functionJun 22, 20203Jun 22, 20203
Published inTowards Data ScienceText Classifier with Multiple Outputs and Multiple Losses in KerasBuilding a Multi-Label Classifier doesn't seen a difficult task using Keras, but when you are dealing with a highly imbalanced dataset…May 10, 20202May 10, 20202
Published inPython in Plain EnglishUploading a Python package to PyPiHow to quickly upload a Python package to PyPiApr 8, 2020Apr 8, 2020
