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GITBOOK-222: change request with no subject merged in GitBook
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---
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---
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description: DeFI
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description: All you need to know about Ocean and decentralized finance
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cover: ../.gitbook/assets/cover/rewards.png
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cover: ../.gitbook/assets/cover/rewards.png
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coverY: 0
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coverY: 0
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---
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---
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@ -16,7 +16,7 @@ We offer a Predict ETH data challenge where participants can win prizes 💰 for
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Check our [challenges page](https://oceanprotocol.com/challenges) to see if there is an active Predict ETH challenge!
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Check our [challenges page](https://oceanprotocol.com/challenges) to see if there is an active Predict ETH challenge!
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Wondering how to start predicting the price of ETH? We have a [blogpost](https://blog.oceanprotocol.com/capitalize-with-ocean-protocol-a-predict-eth-tutorial-b2da136633f0?source=search\_post---------0----------------------------) 📖 for that! 
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Wondering how to start predicting the price of ETH? We have a [blogpost](https://blog.oceanprotocol.com/capitalize-with-ocean-protocol-a-predict-eth-tutorial-b2da136633f0?source=search\_post---------0----------------------------) 📖 for that!
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## Algorithmic Crypto Trading 🤖📊
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## Algorithmic Crypto Trading 🤖📊
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@ -26,7 +26,7 @@ Check out our video [tutorial](https://www.youtube.com/watch?v=c7A4vA8YUyI) on h
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{% embed url="https://www.youtube.com/watch?v=c7A4vA8YUyI" %}
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{% embed url="https://www.youtube.com/watch?v=c7A4vA8YUyI" %}
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Are you more of a reader? Check out our [blogpost](https://blog.oceanprotocol.com/capitalize-with-ocean-protocol-a-sma-algorithmic-trading-tutorial-a2490661ab85) 📖 how to use a Python SMA crossover strategy with grid search optimization to begin accurately predicting ETH. 
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Are you more of a reader? Check out our [blogpost](https://blog.oceanprotocol.com/capitalize-with-ocean-protocol-a-sma-algorithmic-trading-tutorial-a2490661ab85) 📖 how to use a Python SMA crossover strategy with grid search optimization to begin accurately predicting ETH.
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## Create Trading Strategy NFTs 📲
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## Create Trading Strategy NFTs 📲
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@ -14,7 +14,7 @@ The beginning of any great algorithm for Compute-to-Data first starts by referen
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{% tabs %}
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{% tabs %}
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{% tab title="Python" %}
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{% tab title="Python" %}
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```
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```python
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import csv
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import csv
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import json
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import json
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import os
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import os
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{% endtab %}
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{% endtab %}
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{% tab title="Javascript" %}
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{% tab title="Javascript" %}
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```
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```javascript
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const fs = require("fs");
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const fs = require("fs");
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var input_folder = "/data/inputs";
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var input_folder = "/data/inputs";
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@ -81,7 +81,7 @@ processfolder(input_folder);
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**Note:** Here are the following Python libraries that you can use in your code:
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**Note:** Here are the following Python libraries that you can use in your code:
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```
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```python
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// Python modules
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// Python modules
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numpy==1.16.3
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numpy==1.16.3
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pandas==0.24.2
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pandas==0.24.2
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