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Practical Data Science: Analyzing Stock Market Data with R

BY
Udemy

Brochure Enquire
Mode

Online

Fees

₹ 1999

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course and certificate fees

Fees information
₹ 1,999
certificate availability

Yes

certificate providing authority

Udemy

The syllabus

Introduction

  • What is covered in this class
  • Optional: R Console or RStudio?

Downloading Free Stock Market Data With R

  • Downloading Free Daily Stock Market Data from Google

Creating Amazing Stock Charts with quantmod

  • Creating great charts with quantmod
  • Adding Indicators to quantmod charts
  • Creating an R Markdown file to display all your charts in one document

Applying Technical Analysis Indicators

  • Creating a simple moving average (SMA) from scratch
  • Following the trend with multiple moving averages
  • More insights from multiple moving averages
  • Insight from Common indicators - ADX & VWAP
  • Counter-trend systems - ROC, RSI, CCI, Chaikin Volatility
  • Optional: Counter-trend systems - tweaks

Tracking Profit and Loss for Fun!

  • Evaluating our trend-following systems

Analyzing Stocks in Group

  • Evaluating counter-trend systems
  • Safety in Numbers: Basket Analysis
  • Correlation analysis
  • Applying correlations to entries

Conclusions

  • Closing notes

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