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Tableau for Planners: Introduction
This course will introduce general principles of data visualization and orient the user with the Tableau platform. Learn how to connect to a data set in Microsoft Excel, understand general principles of a relational database, and start building basic worksheets and dashboards.
Python Street Network Analysis
In this course we will learn how to use Python to conduct street network analysis with the OSMnx package.
Python Geospatial Analysis and Mapping
Learn how to use Python to work with urban spatial data.
Python Data Analysis and Visualization
In this course we will learn how to use Python to conduct basic data analyses and create attractive visualizations.
Coding for Planners: Up and Running with Python
Python is one of the world’s most popular programming languages, particularly among beginners, thanks to its clear and straightforward syntax. It is also one of the most widely used languages for data science.
Regional Planning Workflows in the UrbanSim Cloud Platform
This course reviews the basic land use forecasting workflows that can be completed using the UrbanSim Cloud Platform, as illustrated by a set of case studies.
Introduction to Real Estate Equity Crowdfunding
Learn the rules that govern and allow for real estate crowdfunding and how real estate crowdfunding can be deployed in your community for possible development.
Economic Impact Analysis in Land Use Planning
This course examines how input-output models contribute to economic impact analyses and presents examples of how economic impact analysis can be applied in a wide range of planning projects.
Understanding Fiscal Impact Analyses
This course will explore the various elements of a fiscal impact analysis, particularly as it relates to residential projects.
Calculating the Benefits of Parks, Trails, and Open Space
This course provides examples of how to calculate market and non-market values of parks, trails, and open space, as well as how to identify potential revenue-generating opportunities for long-term maintenance and operation.
Multi-Family Property Valuation Case Study for Planners
This course will take planners through a case study multi-family property valuation. The course will build upon previous course topics of time discounting, internal rate of return, net operating income, lease structures, debt payments, and risk assessment.
Office Property Valuation Case Study for Planners
This course offers a case study of office property valuation, building upon topics from previous courses, including time discounting, internal rate of return, net operating income, lease structures, debt payments, and risk assessment.
Property Valuation for Planners
This course builds on topics covered in the previous two courses from this series, time value of money and property cash flow, to undertake a discounted cash flow analysis of property value.
Property Cash Flow Analysis for Planners
This course will introduce planners to property cash flow analysis, which provides the foundation for real estate pro forma analysis.
Time Value of Money for Planners
This course will introduce planners to the concept of time value of money that will provide the foundation for real estate pro forma analysis.
Educational Space Programming for a New or Renovated Facility
This course shows how to develop a building program for an education facility. A program, sometimes referred to as educational specifications, documents the vision, goals, activities, square footage needs, and spatial relationships for new or newly renovated facility before the design process begins.
Gephi for Network Analysis and Visualization
Network Analysis helps urban planners, designers, and policy makers explore the dynamics and complexities of social networks and organizations. This course demonstrates the ways you can use the open-source Gephi software to visualize and analyze online social networks.
Working with Census.gov 1: Background and Geography
This first of four courses on the Census -- Background and Geography -- will prime you to understand how the Census works, where the data comes from, as well as vital terminology and data sets you should be familiar with in the built environment.
Working with Census.gov 2: Topics, Programs, Products
This second of four courses delves deeper into the Census 'architecture'. In course 2 of "Working with Census.gov", Dr. Chris Williamson, a.k.a. Dr. Data, provides an overview on the federally mandated topics that lead to programs which ultimately produce products for the public. Course 2 also delves into such tricky topics as Census data table analysis and gives insider tips and goodies from a Census Bureau veteran.
Working with Census.gov 3: Interacting with the Data
This third of four courses takes you into a series of live demonstrations and in-depth explanations and visuals from the Census.gov and American FactFiner websites. The course covers a comprehensive navigation of the pages, tools and interactive databases that form the expansive Census website and publicly accessible data stores and produced information.
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