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Data Science Note
Programming Language
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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
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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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