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jobs (bank (dbs (data analyst (data science (machine learning approach…

- - - - statistics
        
        ANOVA, chi square
      - data science
        
        predictive modeling concept
        
        machine learning approach
        
        clustering
        
        classfication technique
        
        programming language
        
        python
        
        database
        
        SQL
        
        Extract, transform, load (ETL)
      - visual communication
        
        data visualization
        
        Tableau
      - role: apply data science to solve business problem
- - - - job responsibilty
        
        collec, cleanse and transform data
        
        mine and analyze data
        
        design build, test, validate and deploy statisitcal machine learning model to answer business need and increase operational efficieny
        
        develop custom data models and algorithms to apply to data sets
        
        develop process and tools to monitor and analyze model performance and data accuracy
      - skills & knowledge
        
        statistics
        
        regression
        
        properties of distributions
        
        computer science
        
        programming language
        
        python, SQL and java
        
        data science
        
        machine learning
        
        python
        
        database
        
        SQL
        
        cloud computing
        
        AWS
        
        Azure
        
        google cloud platform
        
        communication
        
        visual communication
        
        tableau
        
        D3
        
        ggplot