Exploratory Data Analysis with the Binance API using Python and Pandas | MLTrader EP1
Want to start your own crypto analysis?
Keen to apply a little Python or Data Science to your finances?
Well this series is for you!
In this video, we'll kick off the MLTrader series where we're going to take a look at how to apply machine learning and data science to trading and finance. In this first episode we'll take a look at how to extract and analyse real time securities and crypto data from Binance using the API and Pandas.
In this video you'll learn how to:
1. Setup the Binance API for Data Analysis
2. Pull OHLCV, Depth and Ticker data from Binance using Python
3. Perform Explor…
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Chapters (11)
Start
0:39
What's Covered
1:58
Tutorial Start
3:20
1. Setup
10:48
2. Authenticate
11:38
3. Get Ticker Data from Binance
17:58
4. Get Market Depth
21:16
5. Get Historical OHLCV Data
30:44
6. Preprocess and Explore OHLCV using Pandas
37:41
7. Visualize Candlesticks using MPLFinace
42:21
Wrap Up
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