Advanced Technical Analysis Using Python Course

Advanced Technical Analysis Using Python Course

  • Compute lagging stock technical indicators or overlays such as moving averages, Bollinger bands, parabolic stop and reverse.
  • Determine single technical indicator based stock trading opportunities through price, double, bands and signal crossovers.
  • Outline long (buy) or short (sell) stock trading strategies based on single or multiple technical indicators trading openings.
  • Read or download S&P 500® Index ETF prices data and perform technical analysis operations by installing related packages and running code on the Python IDE.
  • Calculate leading stock technical indicators or oscillators such as average directional movement index, commodity channel index, moving averages convergence/divergence, rate of change, relative strength index, stochastic oscillator and Williams %R.
  • Define multiple technical indicators based stock trading occasions through price crossovers confirmed by bands crossovers.
  • Assess stock trading strategies performance by comparing their annualized return, standard deviation and Sharpe ratio against buy and hold benchmark.

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Advanced Technical Analysis Using Python Syllabus

Course Overview

  • Course Description
  • Course Overview
  • Stock Technical Analysis
  • Stock Technical Analysis Data
  • Course Data File
  • Course Code Files
  • Course Overview Slides

Stock Technical Indicators

  • Stock Technical Indicators Slides
  • Stock Technical Indicators Overview
  • Moving Averages Indicators
  • Bollinger Bands® Indicator
  • Parabolic Stop and Reverse Indicator
  • Average Directional Movement Index Indicator
  • Commodity Channel Index Indicator
  • Moving Averages Convergence/Divergence Indicator
  • Rate of Change Indicator
  • Relative Strength Index Indicator
  • Stochastic Oscillator Indicator
  • Williams %R Indicator

Stock Trading Signals

  • Stock Trading Signals Slide
  • Stock Trading Signals Overview
  • Single Indicator Trading Signals 1 (SMA and EMA)
  • Single Indicator Trading Signals 2 (BB and SAR)
  • Single Indicator Trading Signals 3 (ADX and CCI)
  • Single Indicator Trading Signals 4 (MACD and ROC
  • Single Indicator Trading Signals 5 (RSI, Full STO and %R)
  • Multiple Indicator Trading Signals 1 (SMA with CCI and ROC)
  • Multiple Indicator Trading Signals 2 (SMA with RSI, Full STO and %R) 

 

Stock Trading Strategies

  • Stock Trading Strategies Slides 
  • Stock Trading Strategies Overview 
  • Single Indicator Trading Strategies 1 (SMA and EMA)
  • Single Indicator Trading Strategies 2 (BB and SAR)
  • Single Indicator Trading Strategies 3 (ADX and CCI)
  • Single Indicator Trading Strategies 4 (MACD and ROC)
  • Single Indicator Trading Strategies 5 (RSI, Full STO and %R)
  • Multiple Indicator Trading Strategies 1 (SMA with CCI and ROC) 
  • Multiple Indicator Trading Strategies 2 (SMA with RSI, Full STO and %R)

Strategies Performance Comparison

  • Strategies Performance Comparison Slides 
  • Strategies Performance Comparison Overview 
  • Single Indicator Strategies Performance 1 (SMA and EMA)
  • Single Indicator Strategies Performance 2 (BB and SAR)
  • Single Indicator Strategies Performance 3 (ADX and CCI) 
  • Single Indicator Strategies Performance 4 (MACD and ROC)
  • Single Indicator Strategies Performance 5 (RSI, Full STO and %R)
  • Multiple Indicator Strategies Performance 1 (SMA with CCI and ROC) 
  • Multiple Indicator Strategies Performance 2 (SMA with RSI, Full STO and %R)