The Dark Energy Survey
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Rubin Observatory
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Gaia
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The Hierarchical Triangular Mesh (HTM)
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SDSS SQL Tutorial
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SDSS DR16 SQL Search Box
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SDSS DR16 Schema Browser
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SDSS DR16 Navigate Tool
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Matplotlib scatter plots and marker size
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Example 1 SQL from Python
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Example 2 SQL from Python
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NOIRLab Datalab -- SQL search many surveys
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Week8
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miniconda download instructions
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The VLA FIRST Survey
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SDSS DR15
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SDSS DR15 data
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SDSS DR15 sweep files
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SDSS data sweep index
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SDSS imaging
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WISE forced photometry data model
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Forced photometry of WISE (Lang et al. 2014)
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Week9
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Flux
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nanomaggies
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Vega Magnitudes and the UBV system - Johnson & Morgan (1953)
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UBVRI Johnson-Bessell-Cousins filter system
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The star α Lyrae (Vega)
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Flux measurements of Vega - Oke & Schild (1970)
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AB magnitudes - Oke (1974)
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Absolute AB magnitude system - Oke & Gunn (1983)
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AB magnitudes of Vega in ugriz, and converting from SDSS ugriz to UBVRI
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Converting from AB magnitudes to Vega magnitudes
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asinh magnitudes - Lupton et al. (1999)
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SDSS description of asinh magnitudes
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Standard Star PG1633+099A
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SDSS Navigate Tool
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WISE forced photometry data model
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Forced photometry of WISE (Lang et al. 2014)
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Week11
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Quasar color cuts; Richards et al. (2002)
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Black Body Radiation
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Kirchhoff's Laws of Spectroscopy
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How do binary numbers work?
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SDSS DR15 Schema Browser
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SDSS DR15 Navigate Tool
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Bitmasks
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Bitmasks in SDSS
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Bitwise operators
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Week12
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The SDSS Stripe 82 Coadd; Annis et al. (2011)
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The SDSS Stripe 82 SQL Catalog Archive Server
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The SDSS Stripe 82 Standard Star Catalog
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The SDSS Stripe 82 Variable Source Catalog
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The SDSS DR16 Quasar Catalog
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The SDSS DR14 Quasar Catalog
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The LSST Science Book: Chapter 8, The Transient and Variable Universe
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Supernovae in the Dark Energy Survey
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The SDSS Supernova Survey
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Zwicky Transient Facility
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CRTS data access
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Pan-STARRS data access
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PTF/ZTF data access (go to Catalogs)
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DES DR1 data access
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Rubin Science Platform
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Rubin Observatory Brokers
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Week13
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Hyper-velocity stars; Brown et al. (2005)
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Proper motion of galaxies; Brunthaler et al. (2005)
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Bayesian Inference
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Step-by-step MCMC example
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David Hogg on line fitting (part 1)
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David Hogg on line fitting (part 2)
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David Hogg on line fitting (part 3)
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David Hogg on line fitting (part 4)
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David Hogg on line fitting (part 5)
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David Hogg on line fitting (part 6)
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David Hogg on line fitting (part 7)
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Slides for chi squared
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Slides for chi squared with correlated data
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Week14
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emcee: the MCMC hammer
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emcee: Fitting a model to data
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PyMC3
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PyMC3 tutorial
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Week15
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Spectra overview
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Bulk download help
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SQL search box for spectra
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Science Archive Webapp (SAW): Download bulk spectra tool
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Science Archive Server (SAS): Spectra stored here
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Documentation for the extinction package
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extinction.remove() documentation
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