Update the tutorial for SciPy 2022 (#236)

Author: jacobtomlinson

.github/workflows/ci-build.yaml

@@ -12,15 +12,17 @@ jobs:
         uses: conda-incubator/setup-miniconda@v2
         with:
           miniconda-version: "latest"
+          mamba-version: "*"
           environment-file: binder/environment.yml
           activate-environment: dask-tutorial
           auto-activate-base: false
 
       - name: Install testing and docs dependencies
         shell: bash -l {0}
         run: |
-          conda install -c conda-forge nbconvert nbformat jupyter_client ipykernel
+          mamba install -c conda-forge nbconvert nbformat jupyter_client ipykernel
           pip install nbsphinx dask-sphinx-theme>=3.0.0 sphinx
+
       - name: Build
         shell: bash -l {0}
         run: |

00_overview.ipynb

@@ -4,13 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<img src=\"https://docs.dask.org/en/latest/_images/dask_horizontal.svg\" align=\"right\" width=\"30%\" alt=\"Dask logo\">"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
+    "<img src=\"http://dask.readthedocs.io/en/latest/_images/dask_horizontal.svg\"\n",
+    "     align=\"right\"\n",
+    "     width=\"30%\"\n",
+    "     alt=\"Dask logo\\\">\n",
+    "\n",
     "# Introduction\n",
     "\n",
     "Welcome to the Dask Tutorial.\n",
@@ -170,7 +168,7 @@
  "metadata": {
   "anaconda-cloud": {},
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -184,7 +182,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.3"
+   "version": "3.9.10"
   }
  },
  "nbformat": 4,