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fixed typos, updated broken links except for 2 links (see details) #5

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fixed typos, updated broken links except for 2 links (see details) #5

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26 changes: 13 additions & 13 deletions orientation/notebooks/intro2ipy.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -73,7 +73,7 @@
"[7]: http://jupyter.org\n",
"[8]: https://registry.hub.docker.com/repos/ipython/\n",
"[9]: http://nbviewer.ipython.org/github/ipython/ipython/blob/master/examples/IPython%20Kernel/Rich%20Output.ipynb\n",
"[10]: http://nbviewer.ipython.org/github/ipython/ipython/blob/master/examples/Notebook/Notebook%20Basics.ipynb"
"[10]: https://nbviewer.jupyter.org/github/ipython/ipython/blob/4.0.x/examples/Notebook/Notebook%20Basics.ipynb"
]
},
{
Expand Down Expand Up @@ -296,7 +296,7 @@
"If you are uncertain how to use a particular magic, you can always\n",
"obtain help from the IPython kernel by entering the magic by itself in a\n",
"cell, adding a `?` character at the end, and executing the cell to bring\n",
"up the IPython help window, as shown below for the `%writefile` magic.\n",
"up the IPython help window, as shown below for the `%%writefile` magic.\n",
"\n",
"![IPython magic help](images/ipython-help.png)\n",
"\n",
Expand Down Expand Up @@ -377,7 +377,7 @@
"\n",
"Normally, you simply write text as normal for a document. Paragraphs are\n",
"simply one or more lines that are enclosed in blank lines. If you need\n",
"to insert a line break between two lins of text (sometimes useful when\n",
"to insert a line break between two lines of text (sometimes useful when\n",
"writing out lists), you simply add two or more blank spaces at the end\n",
"of the line to break.\n",
"\n",
Expand Down Expand Up @@ -510,7 +510,7 @@
"[df]: http://daringfireball.net\n",
"[1]: http://daringfireball.net/projects/markdown/\n",
"[2]: http://daringfireball.net/projects/markdown/license\n",
"[3]: http://nbviewer.ipython.org/github/ipython/ipython/blob/master/examples/Notebook/Working%20With%20Markdown%20Cells.ipynb"
"[3]: https://nbviewer.jupyter.org/github/ipython/ipython/blob/4.0.x/examples/Notebook/Working%20With%20Markdown%20Cells.ipynb"
]
},
{
Expand Down Expand Up @@ -563,7 +563,7 @@
"\n",
"We [previously](1_unixdp.ipynb), we discussed how to perform different\n",
"data science tasks at the Unix command line. We can actually execute\n",
"nearly all of thee commands from within the IPython Notebook, by using a\n",
"nearly all of the commands from within the IPython Notebook, by using a\n",
"_Code Cell_ and preceding the Unix command by an exclamation point. For\n",
"example, to display the current working directory, we would enter `!pwd`\n",
"and subsequently execute this code cell. \n",
Expand Down Expand Up @@ -679,7 +679,7 @@
"When making data visualization, the resulting plots or images can be\n",
"displayed inline. The recommended way to accomplish this is to use the\n",
"`%matplotlib` line magic, which will inform the IPython kernel to\n",
"display the image inline; this magiuc can take either the `inline` or\n",
"display the image inline; this magic can take either the `inline` or\n",
"the `notebook` value, the `inline` value will generally be preferred in\n",
"this class for simplicity. Note you may see suggestions to use the\n",
"`%pylab` line magic, but this approach is no longer recommended since it\n",
Expand Down Expand Up @@ -803,30 +803,30 @@
"source": [
"### Additional References\n",
"\n",
"1. [IPython videos]( http://ipython.org/videos.html).\n",
"2. [IPython documentation](http://ipython.org/ipython-doc/stable/index.html).\n",
"1. [IPython videos](https://ipython.org/presentation.html).\n",
"2. [IPython documentation](http://ipython.readthedocs.io/en/stable/).\n",
"\n",
"-----"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"display_name": "Python 2",
"language": "python",
"name": "python3"
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.4.0"
"pygments_lexer": "ipython2",
"version": "2.7.10"
}
},
"nbformat": 4,
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