DataTalks.Club
DataTalks.Club
DataTalks.Club
Using Data to Create Liveable Cities - Rachel Lim
45 minutes Posted Nov 1, 2024 at 6:00 pm.
DataTalks.Club intro
Using data to create livable cities
Rachel's career journey: from geography to urban data science
What does a transport scientist do?
Short-term and long-term transportation planning
Data sources for transportation planning in Singapore
Rachel's motivation for combining geography and data science
Urban design and its connection to geography
Defining a livable city
Livability of Singapore and urban planning
Role of data science in urban and transportation planning
Predicting travel patterns for future transportation needs
Data collection and processing in transportation systems
Use of real-time data for traffic management
Incorporating generative AI into data engineering
Data analysis for transportation policies
Technologies used in text-to-SQL projects
Handling large datasets and transportation data in Singapore
Generative AI applications beyond text-to-SQL
Publishing public data and maintaining privacy
Recommended datasets and projects for data engineering beginners
Recommended resources for learning urban data science
DataTalks.Club intro
Using data to create livable cities
Rachel's career journey: from geography to urban data science
What does a transport scientist do?
Short-term and long-term transportation planning
Data sources for transportation planning in Singapore
Rachel's motivation for combining geography and data science
Urban design and its connection to geography
Defining a livable city
Livability of Singapore and urban planning
Role of data science in urban and transportation planning
Predicting travel patterns for future transportation needs
Data collection and processing in transportation systems
Use of real-time data for traffic management
Incorporating generative AI into data engineering
Data analysis for transportation policies
Technologies used in text-to-SQL projects
Handling large datasets and transportation data in Singapore
Generative AI applications beyond text-to-SQL
Publishing public data and maintaining privacy
Recommended datasets and projects for data engineering beginners
Recommended resources for learning urban data science
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45:35
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Show notes
We talked about:
About the speaker:
Rachel is an urban data scientist dedicated to creating liveable cities through the innovative use of data. With a background in geography, and a masters in urban data science, she blends qualitative and quantitative analysis to tackle urban challenges. Her aim is to integrate data driven techniques with urban design to foster sustainable and equitable urban environments. 
Links: - https://datamall.lta.gov.sg/content/datamall/en/dynamic-data.html
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