TheTechWorld – Tanubhrt.This.Side

January 15, 2025

Embedding CSV Data with Sentence Transformers

In the realm of NLP or natural language processing, where machines are made to understand the human text, audio, video or images, one of the first steps is to convert the input to a numerical representation(something machines can easily understand). This is where the concept of embeddings comes into picture. Embeddings or the dense vectors Continue reading

Generative AI, TheTechWorld

Code Explaination, data-science, Embeddings`, Generative AI, Machine Learning, nlp

September 28, 2023

Optimize Query and Operation Performance

What is the default indexing policy in Azure Cosmos DB? The default indexing policy includes all possible paths and values. What are the filters for indexing in Azure Cosmos DB? Which indexing filter checks for an exact match? Index seek The query engine will seek an exact match on a field’s value by traversing directly Continue reading

DP-420, IT Certifications, TheTechWorld

September 28, 2023

Design and Implement a Replication Strategy #TestSeries

When is the global distribution decided? Configuring global distribution in Azure Cosmos DB is a turnkey operation that is performed when an account is created or afterward. How is the cost evaluated for accounts with replicas in multiple regions? RU/s * number of regions For example, consider a solution that uses 1000 RU/s per hour, Continue reading

DP-420, IT Certifications

September 27, 2023

Implement A Data Modelling and Partitioning Strategy #TestSeries

What are the scenarios in which data is embeded in a document? What are the scenarios in which you should reference the data? What is the maximum storage size of a partition? The maximum storage size of a physical partition is 50 GB and the maximum throughput is 10000 RU/s What is the maximum size Continue reading

DP-420, IT Certifications

September 26, 2023

Integrate Azure Cosmos DB for NoSQL With Azure Services #TestSeries

What are the components of the change feed processor? Monitored Container Lease Container Host Delegate What is the use of monitored container? Monitored container is monitored for any insert or update operations. These changes are then reflected in the feed. What is the use of lease container? The lease container serves as a storage mechanism Continue reading

DP-420, IT Certifications