Webinar

TDWI Expert Panel: Essential Steps To Building and Managing Intelligent Data Pipelines

Join this expert panel as they discuss the essential steps for building and managing intelligent data pipelines in support of business intelligence, advanced analytics, artificial intelligence, and other applications.

Webinar

TDWI Expert Panel: Essential Steps To Building and Managing Intelligent Data Pipelines

Previously Live: February 10, 2025

Join this expert panel as they discuss the essential steps for building and managing intelligent data pipelines in support of business intelligence, advanced analytics, artificial intelligence, and other applications.

⏰ Timestamps:

0:00 - Introduction & Overview

0:23 - Data Flow Overview

0:59 - Data Product Studio Deep Dive

2:03 - Event Specification & Validation

3:03 - Trackers & Implementation

4:06 - Live Demo: Data Collection

5:29 - Warehouse Integration

6:32 - Data Modeling

7:35 - Data Applications & Visualization

9:06 - Advanced Use Cases & AI Integration

10:09 - Closing Remarks

Enterprises that deploy an intelligent data pipeline can more efficiently and effectively handle the ingestion, preparation, and delivery of data into a wide range of applications. An intelligent data pipeline automates the collection, transformation, and delivery of data, ensuring that it is always available, reliable, and optimized for decision-making. The essence of an intelligent data pipeline is the embedding of machine learning into every functional component to monitor, guide, route, and optimize the flow and processing of data and workloads every step of the way.

TDWI research has found that organizations are struggling with building manual pipelines; intelligent data pipelines are an important component of a high-performance, scalable, and flexible enterprise data and analytics practice.

The key topics this expert panel will discuss are:

  • What an intelligent data pipeline is and why it is important
  • Key features of intelligent data pipelines
  • How to get started implementing intelligent pipelines in place of manual ones

Meet Your Speakers

Snowplow Hosted Webinar

Blog Post Author

Donald Farmer

Researcher

Blog Post Author

Jon Malloy

Senior Technical Account Manager

Blog Post Author

Chaitanya (Chai) Pydimukkala

Product Lead, Data Analytics and BigQuery Governance, Security and Sharing

Blog Post Author

Colin Dover

Senior Director, Platform and Data Management Center of Excellence