Foundations in Mobile Phone Data for Policy - Modern Data Processing and Prodcuts - Technical Track#
Below is the curriculum, including links to video sessions and slides for the Global Data Facility-Mobile Phone Data program’s course on Foundations in Mobile Phone Data (MPD) for Policy - Data Processing and Products - Technical Track
This course delivers a comprehensive overview of the technical knowledge needed to design and implement Mobile Phone Data pipelines and modern data products. It will cover the technical aspects and workflows, from data types, to data processing, and data quality and data product development.
Target Audience: Statisticians, Economists, Data Scientists, Data Engineers, Data Analyts, Technical Project Managers working in the public-private sector in data innovation for public policy and statistics.
Course Modules#
Module |
Video |
Slides |
Activity |
|---|---|---|---|
2.0 Recap of MPD Fundamentals |
[YouTube video] |
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2.1 Intro to Data Pipeline Use Cases |
[YouTube vide] |
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2.2.1 Mobile Phone Data |
[YouTube video] |
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2.3.1 Multi-MNO |
[YouTube Video] |
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2.3.2 Designing MPD for Policy Pipelines |
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2.3.3 Privacy-by-Design for MPD Pipelines |
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2.3.4 Input Data Quality Assurance and Cleaning |
[Slides] |
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2.4.1 Continuity Models |
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2.4.2 Detecting Meaningful Locations and Usual Environment |
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2.4.3 Calculating aggregates |
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2.4.4 Aggregates to Estimates |
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2.5.1 Aggregate and Indicator Quality Assessment Part 1 |
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2.5.1 Aggregate and Indicator Quality Assessment Part 2 |
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2.5.1 Aggregate and Indicator Quality Assessment Part 3 |
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Use Case Examples |
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Transport Use Case |
[Insert Link] |
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Tourism Use Case |
[Insert Link] |
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Disaster Management Use Case |
[Insert Link] |
