Learn Python With Rune
Learn Python With Rune

@PythonWithRune

10 Tweets 6 reads Dec 09, 2022
Financial Data Analysis with Python
- A 2h FREE course
- 8 lessons with Technical Analysis
- Prepared content
See lessons in thread below
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Welcome and Pandas
- What will you learn
- Pandas your primarily data structure
- Read stock data into DataFrames
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Work with Series
- What is a Series
- Work on a full dataset at once
- Calculate daily change
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DataFrames
- What is a DataFrame
- Work on columns of data
- Similarity with Excel
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Matplotlib visualization
- Visualize data in charts
- Create multiple plots
- Make bar plots
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Pandas Datareader
- Read data from Yahoo! Finance
- Get historic time series data
- Find your ticker
youtu.be
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Volatility, SMA and EMA
- Understand volatility
- Calculate percentage change and volatility
- Calculate SMA and EMA
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MACD and Stochastic Oscillator
- Calculate Technical Indicators
- Calculate MACD
- Calculate Stochastic Indicators
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Generate Excel from DataFrames
- Make calculations: data preparation
- Export to multiple sheets
- Create charts and export to Excel
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See full course.
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- Subscribe to YouTube channel
- Appreciate the support
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