Geometry of Space - FRI (Fall 2024)

Course Related Links

• Geometry of Space FRI Stream
• Syllabus
• Notes on Astronomy
• Notes on Python

Online Courses and Books

• Evolving Universe
• Getting Started with Python
• Python Data Structures
• Deep Learning for Computer Vision
• Open Stax Astronomy
• Data Driven Astronomy
• Astronomy: Exploring Time and Space
• Machine Learning with Python
• Supervised Machine Learning: Regression and Classification
• Advanced Learning Algorithms
• Unsupervised Learning, Recommenders, Reinforcement Learning

Python Links

• Writing Your First Python Program
• Python Programming Language
• Python Reference Manual

Python Tutorials

• Official Python Tutorial
• Dive Into Python
• Think Like a Computer Scientist
• Python for Astronomers

Data Science in Python

• Jupyter Notebook Tutorial
• Documentation on Jupyter Notebook
• Tutorial on Markdown
• MatPlotLib
• Short Tutorial on MatPlotLib
• NumPy
• Quick Start to NumPy
• SciPy
• SciPy Tutorial
• Python Pandas
• Tutorial on Pandas
• SymPy
• Tutorial on SymPy

Data Science Cheat Sheets

• MatPlotLib Beginner Handout
• MatPlotLib Intermediate Handout
• Tips on MatPlotLib
• MatPlotLib Cheat Sheet
• Notes on Pandas
• NumPy Notes I
• NumPy Notes II
• Notes on Seaborn

Programming Challenges

• Coding Bat
• Kattis
• Leet Code
• Geeks for Geeks
• Computing Olympiad
• Python Challenge
• Project Euler
• Challenging Programs from ACM
• Ruby Quiz
• Top Coder
• Google Code Jam
• Code Kata

Research Tools

• Astrophysics Data System (ADS)
• MathSciNet
• Learn LaTeX
• LaTeX Tutorial
• LaTeX for Beginners
• YT Visualization Tool
• Visualization in Astronomy
• AstroPy
• Plotly Python

Misc Links

• Cartoons of Sidney Harris
• Topology and Geometry Software

Tutorial on SQL

• Lecture Notes on SQL
• SQL Tutorial at W3Schools
• Interactive Online SQL Training
• SQL Tutorial Introduction
• Sky Server SQL Tutorial
• Nested SQL Queries
• PostgreSQL Tutorial
• SQL Injection Cartoon

Machine Learning

• Kaggle
• Tutorial on Machine Learning
• Coursera Machine Learning

Astronomy and Physics Links

Brief Introduction to Astronomy

• Learn Astronomy
• SDSS Voyages
• SDSS Projects

Astronomy Sites and Apps

• Austin Astronomical Society
• Sky and Telescope
• Astronomy Magazine
• Sky Safari
• Stellarium
• Star Walk

Positional Astronomy

• Celestial Sphere
• Positions on the Celestial Sphere
• Animation of Retrograde Motion
• Animation of the Earth's Precession
• Ptolemaic Model
• Time and Date
• Panjika
• Sky Maps
• Monthly Star Chart
• IAU Constellations
• Stellarium
• What's Visible in the Night Sky
• Animation of Sun-Earth-Moon System

Scale of Things

• Scale of the Universe
• Known Universe
• Astronomical Magnitudes
• Apparent Magnitudes

Solar System

• Overview of the Solar System

Variable Stars

• American Association of Variable Star Observers
• Student Observing Projects
• Heartbeat Stars
• Phoebe Project
• Download Variable Star Data

Stellar Evolution

• Stratospheric Observatory for Infrared Astronomy
• Stardust

Stellar Deaths

• Recent Supernovae
• Intermediate Palomar Transient Factory
• American Association of Variable Star Observers
• Planetary Nebulae Gallery
• Katzman Automatic Imaging Telescope

Nebulae

• Hubble Space Telescope Images of Nebulae
• Images of Planetary Nebulae

Star Clusters

• Catalogue of Star Clusters
• Star Clusters
• ESO Star Clusters
• Other Links to Star Clusters

Black Holes

• LIGO
• Inside Black Holes

Milky Way

• Composite Picture of the Milky Way
• Images of the Milky Way
• Mapping the Structure of the Milky Way
• Center of Milky Way
• Spitzer Infrared Images
• UCLA Galactic Center Group
• Max Planck Institute for extraterrestrial Physics
• Finding Bubbles in the Milky Way

Galaxies

• Messier Catalog
• New General Catalogue
• Top 100 Pictures from Hubble Space Telescope
• Galaxy Classification
• Hubble Atlas
• Irregular Galaxies
• Classifying Galaxies
• Reference Galaxies for Classification
• Galaxy Clusters
• Hubble Images of Galaxy Clusters
• Astronomy Picture of the Day
• Galaxy Zoo
• Radio Galaxy Zoo
• Fermi Gamma-ray Space Telescope
• Alpha Magnetic Spectrometer
• NASA Swift Gamma Ray Observatory
• NuSTAR

Expanding Universe

• Measuring the Hubble's Constant
• History of Cosmology
• Cosmic Microwave Background
• Difference Dark Energy and Dark Matter
• Planck Space Observatory

Cosmology

• Hobby Eberly Telescope Dark Energy Experiment
• Dark Energy Survey
• European Organization for Nuclear research
• Higgs Hunters
• Multiverses
• Fabric of the Cosmos

Large Scale Structures in the Universe

• Legacy Sloan Digital Sky Survey
• Sloan Digital Sky Survey III
• Fly Through
• Bolshoi Simulation
• ALMA Telescope

Astronomical Surveys and Catalogues

• Radial Velocity Experiment
• James Webb Telescope Data

Resources for Scholarly Research

• JSTOR
• Google Scholar

Space Missions

• Cassini Mission to Saturn
• Mars Science Laboratory
• MAVEN Mars Mission
• Kepler Space Telescope
• Gaia Mission

Life in the Universe

• Astrobiology Magazine
• Habitable Exoplanets Catalog
• Super Planet Crash

Misc Physics Links

• Electromagnetism Animations
• UW Astro Labs

Papers

• A Mathematician's Apology
• Hubble Atlas

List of Journals for Publication

• Research Notes of AAS Original research papers in Astronomy/Astrophysics only (no review papers). Reviewed by referees from the research community.
• Columbia Undergraduate Science Journal Accepts research papers and exceptional review papers. Double-blind peer review by undergrads, doctoral students, and faculty.
• Scholarly Review Publishes student research conducted by high school students.
• National High School Journal of Science The National High School Journal of Science is a free, online, student-run and peer-reviewed research journal that is targeted towards high school students.
• Journal of Young Investigators Accepts research and review papers in science. Peer-reviewed by undergraduate students.
• American Journal of Undergraduate research Multidisciplinary, peer-reviewed, accepts research and review papers.
• American Institute of Physics Journal of Undergraduate Reports Accepts research papers and review reports in Physics and Astronomy.
• Journal of Undergraduate Research and Scholarly Excellence Multidisciplinary journal, peer-reviewed by graduate and faculty referees.
• Honors Review Interdisciplinary journal of undergraduate research and scholarship.
Dartmouth Undergraduate Journal of Science Peer-reviewed papers in science.
• Texas Undergraduate Research Journal Multi-disciplinary research produced and edited by undergraduate students at The University of Texas at Austin.