Deep Dive Clickstream Analytics Series: Data Pipeline Observability
Oct 21, 2024 · 5 min read · Clickstream Analytics AWS Observability Monitoring Logging Troubleshooting ·In this post, we will explore the observability features of our clickstream solution. Observability is crucial for understanding the health of your data pipeline, identifying issues promptly, and ensuring optimal performance. We'll cover the monitoring, logging, and troubleshooting capabilities built into the solution. …
Read MoreDeep Dive Clickstream Analytics Series: Reporting
Oct 19, 2024 · 4 min read · Clickstream Analytics AWS Amazon QuickSight Reporting Data Visualization Business Intelligence ·In this post, we will explore the reporting module of our clickstream solution. This module leverages Amazon QuickSight to provide powerful visualization and analysis capabilities for clickstream data, enabling users to gain valuable insights from their data.
Read MoreUsing Amazon Bedrock as a Custom OpenAI Server Alternative in Cursor
Cursor is a powerful AI-assisted programming Integrated Development Environment (IDE) that comes with built-in Large Language Model (LLM) capabilities to aid in coding. With the introduction of Amazon's Bedrock Claude 3.5 model, developers now have access to advanced alternatives. In this post, we'll explore how to set …
Read MoreAccess Bedrock Claude 3/3.5 Models with Alfred OpenAI ChatGPT Workflow
Oct 10, 2024 · 2 min read · Alfred Alfred Workflow LLM OpenAI API ChatGPT Amazon Bedrock Anthropic Claude AWS Productivity ·Many Alfred users enjoy the convenience of the OpenAI ChatGPT workflow for quick AI-powered assistance. However, with the introduction of Amazon's Bedrock Claude 3 and 3.5 models, some may want to leverage these powerful alternatives. In this post, we'll explore how to set up a custom gateway to access Bedrock Claude …
Read More- In this post, we will delve into the data modeling module of our clickstream solution. This module is an optional component that creates data models in the Amazon Redshift data warehouse and calculates reporting dimensions based on the event, session, and user factor tables generated in the data processing module. …
Read More Deep dive clickstream analytic series: Data Processing
In this post, we will delve into the data processing module of our clickstream solution. This module is an optional component that normalizes raw clickstream events by cleaning, transforming, and enriching them to fit the standard clickstream data schema defined in the solution. It's designed for flexibility, …
Read MoreDeep dive clickstream analytic series: Data Ingestion
Sep 8, 2024 · 4 min read · Clickstream Analytics AWS Container Amazon ECS AWS CDK AWS CloudFormation ·In this post, we will delve into the data ingestion service of our clickstream solution. This service is a vital part of the clickstream analytics system. It is designed to be reliable, resilient, high-performing, flexible, and cost-effective. It plays a key role in capturing clickstream data from various sources and …
Read MoreThis post explores the web console module of the clickstream solution.
The web console allows users to create and manage projects with their data pipeline, which ingests, processes, analyzes, and visualizes clickstream data. In version 1.1, the Analytics Studio was introduced for business analysts, enabling them to …
Read More- In the last couple of months, I led a team to build a comprehensive and open-sourced solution that helps customers analyze clickstream events on the cloud. The solution provides data autonomy, allowing users full access to raw data, near real-time ingestion, flexible configurations, and cost-effectiveness. It is a …
Read More Analyzing Clickstream Events Using Amazon Athena UDFs
Aug 17, 2024 · 3 min read · Amazon Athena Analytics Athena UDF Clickstream Analytics AWS AWS Lambda ·In today's digital age, businesses are constantly seeking ways to understand and analyze user behavior on their websites. Clickstream events provide valuable insights into how users interact with a website, and analyzing this data can help businesses make informed decisions to improve user experience and drive …
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