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Merge pull request #189 from CleonWong/02_production-typo_updates

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Updated typos in `02_production.ipynb` (markdown cells only).
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Jeremy Howard 2020-08-16 07:16:23 -07:00 committed by GitHub
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02_production.ipynb
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@ -105,7 +105,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's start by considering whether deep learning can be any good at the problem you are looking to work on. This section provides a summary of the state of deep learning at the start of 2020. However, things move very fast, and by the time you read this some of these constraints may no longer exist. We will try to keep the book's website up-to-date; in addition, a Google search for \"what can AI do now\" is likely to provide current information."
"Let's start by considering whether deep learning can be any good at the problem you are looking to work on. This section provides a summary of the state of deep learning at the start of 2020. However, things move very fast, and by the time you read this some of these constraints may no longer exist. We will try to keep the [book's website](https://book.fast.ai/) up-to-date; in addition, a Google search for \"what can AI do now\" is likely to provide current information."
]
},
{
@ -277,21 +277,14 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"At the time of writing, Bing Image Search is the best option we know of for finding and downloading images. It's free for up to 1,000 queries per month, and each query can download up to 150 images. However, something better might have come along between when we wrote this and when you're reading the book, so be sure to check out the book's website for our current recommendation."
"At the time of writing, Bing Image Search is the best option we know of for finding and downloading images. It's free for up to 1,000 queries per month, and each query can download up to 150 images. However, something better might have come along between when we wrote this and when you're reading the book, so be sure to check out the [book's website](https://book.fast.ai/) for our current recommendation."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"> important: Keeping in Touch With the Latest Services: Services that can be used for creating datasets come and go all the time, and their features, interfaces, and pricing change regularly too. In this section, we'll show how to use the Bing Image Search API available as part of Azure Cognitive Services at the time this book was written. We'll be providing more options and more up to date information on the https://book.fast.ai[book's website], so be sure to have a look there now to get the most current information on how to download images from the web to create a dataset for deep learning."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To download images with Bing Image Search, sign up at Microsoft for a free account. You will be given a key, which you can copy and enter in a cell as follows (replacing 'XXX' with your key and executing it):"
"> important: Keeping in Touch With the Latest Services: Services that can be used for creating datasets come and go all the time, and their features, interfaces, and pricing change regularly too. In this section, we'll show how to use the Bing Image Search API available as part of Azure Cognitive Services at the time this book was written. We'll be providing more options and more up to date information on the [book's website](https://book.fast.ai/), so be sure to have a look there now to get the most current information on how to download images from the web to create a dataset for deep learning."
]
},
{
@ -1732,7 +1725,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"For at least the initial prototype of your application, and for any hobby projects that you want to show off, you can easily host them for free. The best place and the best way to do this will vary over time, so check the book's website for the most up-to-date recommendations. As we're writing this book in early 2020 the simplest (and free!) approach is to use [Binder](https://mybinder.org/). To publish your web app on Binder, you follow these steps:\n",
"For at least the initial prototype of your application, and for any hobby projects that you want to show off, you can easily host them for free. The best place and the best way to do this will vary over time, so check the [book's website](https://book.fast.ai/) for the most up-to-date recommendations. As we're writing this book in early 2020 the simplest (and free!) approach is to use [Binder](https://mybinder.org/). To publish your web app on Binder, you follow these steps:\n",
"\n",
"1. Add your notebook to a [GitHub repository](http://github.com/).\n",
"2. Paste the URL of that repo into Binder's URL, as shown in <<deploy-binder>>.\n",
@ -1971,6 +1964,18 @@
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.7"
}
},
"nbformat": 4,