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Data Science Note

Programming Language
===============================
1.Python code 
2.R code
3.Scala code
4.C++ code
5.Java code
6.HTML/CSS/Javascript code
4.Big Data
  - Hive
  - Pig
  - Spark
     * Spark
     * PySpark
     * RSpark
  - Batch_Shell
     * Unix
     * PowerShell
  - BigData_Computing_Platform
     * AWS
     * Azure
     * Hadoop



Data Science Process
===============================
1.Data Science
  - Algorithms
     * Learning Note
     * Predict Algorithm
  - DEA / ETL
  - Evaluation
  - Data Science Strategy

2.Quantitative Research
  - Bayesian Statistics
  - Frequentist Statistics

3. Mathematic Basic
  - Calculas
  - Linear Algebra
  - Numeric Optimization
  - Probability
  - Statistics


























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Quick notes regarding scripting languages

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Languages

  • Jupyter Notebook 59.1%
  • Python 25.3%
  • R 8.7%
  • Shell 4.3%
  • Scala 1.8%
  • PLSQL 0.8%