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jbwhit/SciPy and OSCON.ipynb

Last active August 29, 2015 14:27
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Some notes on talks that I recommend from the SciPy and OSCON 2015 conferences.
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SciPy and OSCON.ipynb
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"from IPython.display import YouTubeVideo"
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"source": [
"# SciPy 2015\n",
"## Austin, TX"
]
},
{
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"source": [
"## Data Science at the New York Times (Watched Tech Thurs)\n",
"\n",
"Keynote Speaker: Chris Wiggins, Chief Data Scientist; Associate Professor of Applied Mathematics, The New York Times & Columbia University\n",
"\n",
"https://youtu.be/MNosMXFGtBE"
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" frameborder=\"0\"\n",
" allowfullscreen\n",
" ></iframe>\n",
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"YouTubeVideo(\"MNosMXFGtBE\", width=600, height=450)"
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{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Statistical Thinking for Data Science by Chris Fonnesbeck (Watched Tech Thurs)\n",
"\n",
"https://youtu.be/TGGGDpb04Yc"
]
},
{
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"execution_count": 3,
"metadata": {
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" <iframe\n",
" width=\"600\"\n",
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" frameborder=\"0\"\n",
" allowfullscreen\n",
" ></iframe>\n",
" "
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"<IPython.lib.display.YouTubeVideo at 0x106df7bd0>"
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"YouTubeVideo(\"TGGGDpb04Yc\", width=600, height=450)"
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},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Will Millenials Ever Get Married? by Allen Downey (Watched Tech Thurs)\n",
"\n",
"Survival analysis\n",
"\n",
"https://youtu.be/XHYFNraQEEo"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
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"outputs": [
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"\n",
" <iframe\n",
" width=\"600\"\n",
" height=\"450\"\n",
" src=\"https://www.youtube.com/embed/XHYFNraQEEo\"\n",
" frameborder=\"0\"\n",
" allowfullscreen\n",
" ></iframe>\n",
" "
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"metadata": {
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{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Blaze + Odo\n",
"\n",
"Phillip Cloud, Continuum Analytics\n",
"\n",
"from blaze import Data\n",
"\n",
"https://youtu.be/0CyKObrSszY"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
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"outputs": [
{
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"\n",
" <iframe\n",
" width=\"600\"\n",
" height=\"450\"\n",
" src=\"https://www.youtube.com/embed/0CyKObrSszY\"\n",
" frameborder=\"0\"\n",
" allowfullscreen\n",
" ></iframe>\n",
" "
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"text/plain": [
"<IPython.lib.display.YouTubeVideo at 0x106df7790>"
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"execution_count": 5,
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"source": [
"YouTubeVideo(\"0CyKObrSszY\", width=600, height=450)"
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},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## xray: N-D Labeled Arrays and Datasets\n",
"\n",
"Stephan Hoyer, The Climate Corporation"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"DataArray and Data Set\n",
"\n",
" xray.Dataset\n",
" (temp, pressure, elevation, water_coverage, dimensions(lat, long, time))\n",
" \n",
"http://xray.readthedocs.org/en/stable/\n",
"\n",
"\n",
" conda install xray dask netCDF4 bottleneck \n",
" \n",
" \n",
"https://youtu.be/X0pAhJgySxk"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
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"outputs": [
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"\n",
" <iframe\n",
" width=\"600\"\n",
" height=\"450\"\n",
" src=\"https://www.youtube.com/embed/X0pAhJgySxk\"\n",
" frameborder=\"0\"\n",
" allowfullscreen\n",
" ></iframe>\n",
" "
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"execution_count": 6,
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"YouTubeVideo(\"X0pAhJgySxk\", width=600, height=450)"
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},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## VisPy: Harnessing The GPU For Fast, High-Level Visualization\n",
"\n",
"Luke Campagnola, University of North Carolina, Chapel Hill\n",
"\n",
"\n",
"Vector flows showing flows; plot of 10,000 plots of 2000 streams\n",
"\n",
"http://vispy.org/\n",
"\n",
"12 minutes in cool demo.\n",
"\n",
"https://youtu.be/_3YoaeoiIFI"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
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"outputs": [
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"\n",
" <iframe\n",
" width=\"600\"\n",
" height=\"450\"\n",
" src=\"https://www.youtube.com/embed/_3YoaeoiIFI\"\n",
" frameborder=\"0\"\n",
" allowfullscreen\n",
" ></iframe>\n",
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"YouTubeVideo(\"_3YoaeoiIFI\", width=600, height=450)"
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{
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"source": [
"## HoloViews: Building Complex Visualizations Easily for Reproducible Science\n",
"\n",
" - Jean-Luc R. Stevens, University of Edinburgh\n",
" - Philipp Rudiger, University of Edinburgh\n",
" - James A. Bednar, University of Edinburgh\n",
" \n",
"Can use Bokeh/matplotlib as backends.\n",
"\n",
"http://ioam.github.io/holoviews/\n",
"\n",
"https://youtu.be/hNsR2H7Lrg0"
]
},
{
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"execution_count": 8,
"metadata": {
"collapsed": false
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"\n",
" <iframe\n",
" width=\"600\"\n",
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" frameborder=\"0\"\n",
" allowfullscreen\n",
" ></iframe>\n",
" "
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{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Keynote Jake Vanderplas\n",
"\n",
"Argues for transition to python3, and gives a great overview of the scientific python tools.\n",
"\n",
"https://youtu.be/5GlNDD7qbP4"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
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"outputs": [
{
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"\n",
" <iframe\n",
" width=\"600\"\n",
" height=\"450\"\n",
" src=\"https://www.youtube.com/embed/5GlNDD7qbP4\"\n",
" frameborder=\"0\"\n",
" allowfullscreen\n",
" ></iframe>\n",
" "
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"YouTubeVideo(\"5GlNDD7qbP4\", width=600, height=450)"
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},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Tutorials"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Building Python Data Apps with Blaze and Bokeh by Christine Doig-Cardet\n",
"\n",
"3 hour tutorial\n",
"\n",
"https://youtu.be/1gD9LMqREDs"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": false
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"outputs": [
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"\n",
" <iframe\n",
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" frameborder=\"0\"\n",
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" ></iframe>\n",
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"execution_count": 10,
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"YouTubeVideo(\"1gD9LMqREDs\", width=600, height=450)"
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{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Pandas tutorial\n",
"\n",
"I haven't watched this one yet, but it might be interesting.\n",
"\n",
"https://youtu.be/0CFFTJUZ2dc"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": false
},
"outputs": [
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"\n",
" <iframe\n",
" width=\"600\"\n",
" height=\"450\"\n",
" src=\"https://www.youtube.com/embed/0CFFTJUZ2dc\"\n",
" frameborder=\"0\"\n",
" allowfullscreen\n",
" ></iframe>\n",
" "
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"YouTubeVideo(\"0CFFTJUZ2dc\", width=600, height=450)"
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{
"cell_type": "markdown",
"metadata": {},
"source": [
"# OSCON 2015\n",
"## Portland, OR"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Julie and Susie's Visualization Talk\n",
"\n",
"(I was the lovely assistant). "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## My talk\n",
"\n",
"https://github.com/jbwhit/OSCON-2015"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Git for Teams by Emma Jane Hogbin Westby\n",
"\n",
"Excellent, but no video. Here's a link: http://gitforteams.com/"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## How Facebook Open Sources at Scale\n",
"\n",
"https://youtu.be/vBbDAk5WYEo"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": false
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"outputs": [
{
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"\n",
" <iframe\n",
" width=\"600\"\n",
" height=\"450\"\n",
" src=\"https://www.youtube.com/embed/vBbDAk5WYEo\"\n",
" frameborder=\"0\"\n",
" allowfullscreen\n",
" ></iframe>\n",
" "
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"execution_count": 12,
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"YouTubeVideo(\"vBbDAk5WYEo\", width=600, height=450)"
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},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Kubernetes: The path to Cloud Native\n",
"\n",
"https://youtu.be/e4jr6Ihz4Qo"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"collapsed": false
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"outputs": [
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" <iframe\n",
" width=\"600\"\n",
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" frameborder=\"0\"\n",
" allowfullscreen\n",
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"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
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{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Situation Normal, Everything Must Change by Simon Wardley\n",
"\n",
"Interesting strategy talk -- 20 min\n",
"\n",
"https://youtu.be/Ty6pOVEc3bA"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"collapsed": false
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"outputs": [
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"\n",
" <iframe\n",
" width=\"600\"\n",
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" frameborder=\"0\"\n",
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{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Next year PyData?"
]
},
{
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"execution_count": null,
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}
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