Apache Hudi: A Deep Dive with Python Code ExamplesIn today's data-driven world, real-time data processing and analytics have become crucial for businesses to stay competitive. Apache Hudi (Hadoop Upserts and Incremental) is an open-source data management framework that provides efficient data ingest...Jun 8, 2024 · 5 min readblog.harshdaiya.com
Exploring Large Language Models (LLMs) with Python: A Comprehensive GuideIntroduction Large Language Models (LLMs) have revolutionized the field of Natural Language Processing (NLP). These models, such as GPT-4, are designed to understand and generate human-like text. In this post, we will delve into how to work with LLMs...Feb 15, 2024 · 6 min readblog.harshdaiya.com
Implementing Real-Time Credit Card Fraud Detection with Apache Flink on AWSCredit card fraud is a significant concern for financial institutions, as it can lead to considerable monetary losses and damage customer trust. Real-time fraud detection systems are essential for identifying and preventing fraudulent transactions as...Jan 5, 2024 · 4 min readblog.harshdaiya.com
Managing keys & environment variables in a python pipeline/appIn a production ETL (extract, transform, load) pipeline, it is often helpful to manage environment variables to store sensitive information, such as database credentials or API keys. This allows you to keep this sensitive information separate from yo...Oct 31, 2023 · 3 min readblog.harshdaiya.com
Migrating from AWS Redshift to Google BigQuery: A Step-by-Step GuideA Comprehensive Guide to Migrating from Redshift to BigQuery Migrating your data from Amazon Redshift to Google BigQuery can be a significant undertaking, but with careful planning and execution, it can lead to enhanced performance and scalability fo...Aug 10, 2023 · 4 min readblog.harshdaiya.com