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 Exploratory Data Analysis with Binance Data

4. Visualise Candlesticks using MPLFinance

0:00 - 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

Get the code for this tutorial:…



Exploratory Data Analysis with the Binance API using Python and Pandas | MLTrader EP1
42.35 GEEK