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Managing Spatiotemporal Data Fusion at Scale Using The Geodesic Platform

Offered By: Open Data Science via YouTube

Tags

Data Science Courses Knowledge Graphs Courses Machine Learning Pipelines Courses

Course Description

Overview

Explore the challenges and solutions for managing spatiotemporal data fusion at scale in this 34-minute webinar from Open Data Science. Learn about the Geodesic Platform, a cloud-native solution developed by SeerAI for handling planetary-scale spatiotemporal data. Discover how Pachyderm is utilized to ensure full traceability in decentralized spatiotemporal data lakes and manage large-scale machine learning pipelines. Gain insights into working with various forms of spatiotemporal data, including satellite imagery, weather data, and location data. Understand the complexities of data ingest/ETL processes and how Geodesic simplifies these operations. The webinar covers topics such as Geodesic workflow, knowledge graphs, Tesseract, scaling, and the integration of Pachyderm for pipeline management and data tracking.

Syllabus

Intro
What is Geodesic
Geodesic Workflow
Knowledge Graph
Tesseract
Scale
Expose
Expanded Knowledge Graph
Expanded Knowledge Graph Example
Expanding Knowledge Graph Example
Pacoderm Overview
Packetderm Overview
Pipelines
Pachyderm
Stack Query
Packeter
Pipeline
Webhook
TSAR
TSAR in Packeter
Outro


Taught by

Open Data Science

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