AVAjay Veerabommainajayveerabomma.com·Sep 11, 2024 · 12 min readIntroduction to Vector Databases: How They Work and Why They MatterWhat is Vector Database A vector database is a collection of data stored as mathematical representations. Vector databases make it easier for machine learning models to remember previous inputs, allowing machine learning to be used to power search, r...00
AVAjay Veerabommainajayveerabomma.com·Jun 24, 2024 · 6 min readComparing Python Consumers and Spark Structured Streaming: Reading from Kinesis and KafkaIn the world of real-time data processing, Amazon Kinesis and Apache Kafka are popular tools for handling large streams of data. Processing this data can be done using various frameworks and libraries, among which Python consumers and Apache Spark St...00
AVAjay Veerabommainajayveerabomma.com·May 19, 2024 · 5 min readComprehensive Guide to Dynamic Tables in SnowflakeHave you often encountered the need to transform data and create new tables in your projects? This process involves taking raw data from various sources, cleaning and organizing it, and then restructuring it into new tables that are optimized for ana...10
AVAjay Veerabommainajayveerabomma.com·Feb 20, 2024 · 8 min readUnderstanding Salting Technique in SparkApache Spark is a powerful open-source distributed computing system known for its speed, ease of use, and sophisticated analytics capabilities. It is widely used for big data processing and analytics due to its ability to handle large-scale data acro...10
