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Saye Davies's Projects

aws-data-lake-solution icon aws-data-lake-solution

A deployable reference implementation intended to address pain points around conceptualizing data lake architectures that automatically configures the core AWS services necessary to easily tag, search, share, and govern specific subsets of data across a business or with other external businesses.

aws-ml-data-lake-workshop icon aws-ml-data-lake-workshop

As customers move from building data lakes and analytics on AWS to building machine learning solutions, one of their biggest challenges is getting visibility into their data for feature engineering and data format conversions for using AWS SageMaker. In this workshop, we demonstrate best practices and build data pipelines for training data using Amazon Kinesis Data Firehose, AWS Glue, and Amazon SageMaker, and then we use Amazon SageMaker for inference.

aws-serverless-data-lake-workshop icon aws-serverless-data-lake-workshop

This workshop is meant to give customers a hands-on experience with mentioned AWS services.  Serverless Data Lake workshop helps customers build a cloud-native and future-proof serverless data lake architecture. It allows hands-on time with AWS big data and analytics services including Amazon Kinesis Services for streaming data ingestion and analytics, AWS Glue for ETL and Data Catalogue Management, Amazon Athena to query data lake.

funktion-connectors icon funktion-connectors

funktion is an open source lambda style event driven programming model for Kubernetes

k3s icon k3s

Lightweight Kubernetes

learnkubernetes icon learnkubernetes

Notes and resources collected together to help learn Kubernetes. This will eventually become a tutorial and later a blog post for praqma website (hopefully!)

llm-diy icon llm-diy

LLM DIY Course - a free online course about building an AI bot that can answer questions about your knowledge base

terraform-aws-eks icon terraform-aws-eks

Terraform module to create an Elastic Kubernetes (EKS) cluster and associated worker instances on AWS

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