Anand Prakash – Medium

Anand Prakash

Anand Prakash
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AWS Tip

AWS Glue — Data Quality Check

[In Preview]

Feb 20, 2023

AWS Glue — Data Quality Check

Feb 20, 2023

Anand Prakash
in
AWS Tip

Amazon SageMaker: Data Processing

· Overview · Manual Data Processing in Jupyter Notebook ∘ Manual Steps · Using built-in SKLearnProcessor container · Bring Your Own…

Feb 16, 2023

Amazon SageMaker: Data Processing

Feb 16, 2023

Anand Prakash

Machine Learning System Design — Resources

Recently I completed Machine Learning System Design course from educative.io.

Jan 7, 2023

Machine Learning System Design — Resources

Jan 7, 2023

Anand Prakash

GoodBye 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…

Dec 31, 2022

GoodBye 2022, Hello 2023!

Dec 31, 2022

Anand Prakash

Serverless ETL and Analytics with AWS Glue — Book Review

I have personally worked with 2 authors of the book — Vishal Pathak and Noritaka Sekiyama when writing the AWS blog — Ingest streaming…

Dec 19, 2022

Dec 19, 2022

Anand Prakash
in
AWS Tip

Detect, 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 ∘…

Sep 24, 2022

Detect, Redact, and Mask PII data with AWS Services

Sep 24, 2022

Anand Prakash
in
AWS Tip

AWS Glue DataBrew — Overview

· Overview · Components of AWS Glue DataBrew ∘ Dataset ∘ Data Profile ∘ Projects ∘ Recipes ∘ Jobs · Conclusion

Sep 6, 2022

AWS Glue DataBrew — Overview

Sep 6, 2022

Anand Prakash
in
AWS Tip

Use Amazon Athena Federated Query to query data from Aurora PostgreSQL running in Private Subnet

Amazon Athena is an interactive query service that enables users to analyze data in Amazon S3 using standard SQL. In most cases, Amazon…

Mar 31, 2022

Use Amazon Athena Federated Query to query data from Aurora PostgreSQL running in Private Subnet

Mar 31, 2022

Anand Prakash
in
AWS Tip

Use Amazon MSK Connect with Lenses plugin to sink data from Amazon MSK to Amazon S3

Apache Kafka is an open-source distributed event streaming platform consisting of servers and clients communicating via high performance…

Feb 18, 2022

Use Amazon MSK Connect with Lenses plugin to sink data from Amazon MSK to Amazon S3

Feb 18, 2022

Anand Prakash
in
AWS Tip

Use 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…

Jan 23, 2022

Use AWS Glue Job Bookmark feature with Aurora PostgreSQL Database

Jan 23, 2022

Anand Prakash

Anand Prakash

Avid learner of technology solutions around Machine Learning, Big-Data, Databases. 5x AWS Certified | 5x Oracle Certified.

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