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Learn ICT trading deeply
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Module 5
Working with Market Data in Python
1
Integrating Market Data APIs
Select and configure a market data API for fetching price data
2
Fetching Historical Stock Data with Python
Write a Python script to fetch historical OHLCV data for a specified asset
3
Time-Series Data with Pandas
Load, store, and manipulate time-series data using the pandas library
4
Cleaning and Preprocessing Market Data
Clean and preprocess raw market data to handle missing values
Resampling Time Series Data
Resample time-series data to different timeframes (e.g., from 1H to 4H)
6
Moving Averages with Pandas
Calculate basic indicators like moving averages using pandas
7
Price Visualization with Matplotlib/Plotly
Create basic price visualizations using a plotting library (e.g., Matplotlib, Plotly)
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Python Fundamentals for Algorithmic Trading
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Automating Core ICT Concepts