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href="lectures/core_python/functions_classes.html"> Python Functions and Classes </a> </li> <li class="toctree-l1"> <a class="reference internal" href="lectures/core_python/organization_and_packaging.html"> Organization and Packaging of Python Projects </a> </li> <li class="toctree-l1"> <a class="reference internal" href="assignments/python_basics_and_functions.html"> Assignment: Basic Python </a> </li> </ul> <p aria-level="2" class="caption" role="heading"> <span class="caption-text"> Scientific Python Fundamentals </span> </p> <ul class="nav bd-sidenav"> <li class="toctree-l1"> <a class="reference internal" href="lectures/basic_scipy/numpy_and_matplotlib.html"> Numpy and Matplotlib </a> </li> <li class="toctree-l1"> <a class="reference internal" href="assignments/numpy_matplotlib.html"> Assignment: Numpy and Matplotlib </a> </li> <li class="toctree-l1"> <a class="reference internal" href="lectures/basic_scipy/more_matplotlib.html"> More Matplotlib </a> </li> <li class="toctree-l1"> <a class="reference internal" href="assignments/more_matplotlib.html"> Assignment: More Matplotlib </a> </li> </ul> <p aria-level="2" class="caption" role="heading"> <span class="caption-text"> High Level Data Analysis Frameworks </span> </p> <ul class="nav bd-sidenav"> <li class="toctree-l1 has-children"> <a class="reference internal" href="lectures/pandas/pandas_intro.html"> Pandas </a> <input class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/> <label for="toctree-checkbox-1"> <i class="fas fa-chevron-down"> </i> </label> <ul> <li class="toctree-l2"> <a class="reference internal" href="lectures/pandas/basic_pandas.html"> Pandas Fundamentals </a> </li> <li class="toctree-l2"> <a class="reference internal" href="assignments/basic_pandas.html"> Assignment: Pandas Fundamentals with Earthquake Data </a> </li> <li class="toctree-l2"> <a class="reference internal" href="lectures/pandas/pandas_groupby.html"> Pandas: Groupby </a> </li> <li class="toctree-l2"> <a class="reference internal" href="assignments/pandas_groupby.html"> Assignment: Pandas Groupby with Hurricane Data </a> </li> </ul> </li> <li class="toctree-l1 has-children"> <a class="reference internal" href="lectures/xarray/xarray_intro.html"> Xarray for multidimensional gridded data </a> <input class="toctree-checkbox" id="toctree-checkbox-2" name="toctree-checkbox-2" type="checkbox"/> <label for="toctree-checkbox-2"> <i class="fas fa-chevron-down"> </i> </label> <ul> <li class="toctree-l2"> <a class="reference internal" href="lectures/xarray/xarray.html"> Xarray Fundamentals </a> </li> <li class="toctree-l2"> <a class="reference internal" href="assignments/basic_xarray.html"> Assignment: Xarray Fundamentals with Atmospheric Radiation Data </a> </li> <li class="toctree-l2"> <a class="reference internal" href="lectures/xarray/xarray-part2.html"> Xarray Interpolation, Groupby, Resample, Rolling, and Coarsen </a> </li> <li class="toctree-l2"> <a class="reference internal" href="assignments/more_xarray.html"> Assignment: More Xarray with El Niño-Southern Oscillation (ENSO) Data </a> </li> <li class="toctree-l2"> <a class="reference internal" href="lectures/xarray/xarray_tips_and_tricks.html"> Xarray Tips and Tricks </a> </li> </ul> </li> </ul> <p aria-level="2" class="caption" role="heading"> <span class="caption-text"> Geoscience Package </span> </p> <ul class="nav bd-sidenav"> <li class="toctree-l1"> <a class="reference internal" href="lectures/mapping_cartopy.html"> Maps in Scientific Python </a> </li> <li class="toctree-l1"> <a class="reference internal" href="assignments/cartopy.html"> Assignment: Making Maps with Cartopy </a> </li> </ul> <p aria-level="2" class="caption" role="heading"> <span class="caption-text"> Climate Model Data </span> </p> <ul class="nav bd-sidenav"> <li class="toctree-l1"> <a class="reference internal" href="lectures/models/intro_models.html"> Working With Earth Science Model Output </a> </li> <li class="toctree-l1"> <a class="reference internal" href="lectures/models/cmip.html"> Working with output from many different CMIP6 climate models </a> </li> <li class="toctree-l1"> <a class="reference internal" href="assignments/cmip.html"> Assignment: Calculate wet bulb temperature for CMIP6 models </a> </li> <li class="toctree-l1"> <a class="reference internal" href="lectures/models/regridding.html"> Model validation: Comparing a state estimate to observations </a> </li> <li class="toctree-l1"> <a class="reference internal" href="lectures/models/xgcm.html"> Calculating properties in the native model grid using xgcm </a> </li> </ul> <p aria-level="2" class="caption" role="heading"> <span class="caption-text"> Big Data </span> </p> <ul class="nav bd-sidenav"> <li class="toctree-l1"> <a class="reference internal" href="lectures/dask/intro.html"> Dask for Parallel Computing in Python </a> </li> <li class="toctree-l1"> <a class="reference internal" href="lectures/dask/dask_arrays.html"> 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