Anand PrakashinAWS TipAmazon SageMaker: Data Processing· Overview · Manual Data Processing in Jupyter Notebook ∘ Manual Steps · Using built-in SKLearnProcessor container · Bring Your Own…·14 min read·Feb 16, 2023--1--1
Anand PrakashMachine Learning System Design — ResourcesRecently I completed Machine Learning System Design course from educative.io.3 min read·Jan 7, 2023----
Anand PrakashGoodBye 2022, Hello 2023!2022 has been a peaceful and kind year both professionally and personally for me. I began the year as an AWS Data Lab Solution Architect…3 min read·Dec 31, 2022----
Anand PrakashServerless ETL and Analytics with AWS Glue — Book ReviewI have personally worked with 2 authors of the book — Vishal Pathak and Noritaka Sekiyama when writing the AWS blog — Ingest streaming…6 min read·Dec 19, 2022----
Anand PrakashinAWS TipDetect, Redact, and Mask PII data with AWS Services· Overview · AWS Glue (Studio) · AWS Glue Studio — Find sensitive data in each row ∘ Actions — enrich data with detection results ∘…·15 min read·Sep 24, 2022----
Anand PrakashinAWS TipAWS Glue DataBrew — Overview· Overview · Components of AWS Glue DataBrew ∘ Dataset ∘ Data Profile ∘ Projects ∘ Recipes ∘ Jobs · Conclusion·9 min read·Sep 6, 2022----
Anand PrakashinAWS TipUse Amazon Athena Federated Query to query data from Aurora PostgreSQL running in Private SubnetAmazon Athena is an interactive query service that enables users to analyze data in Amazon S3 using standard SQL. In most cases, Amazon…·6 min read·Mar 31, 2022--1--1
Anand PrakashinAWS TipUse Amazon MSK Connect with Lenses plugin to sink data from Amazon MSK to Amazon S3Apache Kafka is an open-source distributed event streaming platform consisting of servers and clients communicating via high performance…·8 min read·Feb 18, 2022--1--1
Anand PrakashinAWS TipUse AWS Glue Job Bookmark feature with Aurora PostgreSQL Database· Overview · Load data into Aurora PostgreSQL using Glue Catalog table · Job Bookmark for JDBC source · Create AWS Glue Job with Job…·8 min read·Jan 23, 2022--1--1
