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Data Science (Data Engineer (Ruby, Java, Django), Data Scientist (Tools…

- - - - EDA
        
        Pandas
        
        Numpy
        
        Scipy
        
        Statsmodel
      - Visualization
        
        Matplotlib
        
        Seaborn
        
        Plotly
        
        Bokeh
        
        Pydot
      - Machine Learning
        
        Sckit-Learn
        
        XGBoost/LightGBM/CatBoost
      - Deep Learning
        
        Tensorflow
        
        Keras
        
        Pytorch
      - Distributed Deep Learning
        
        Dist-Keras
        
        elephas
        
        spark-deep-learning
      - Natural Language Processing
        
        NLTK
        
        SpaCy
        
        Gensim
      - Data Scraping
        
        ScraPy
        
        Selenium
        
        BeautifulSoup
    - - EDA
        
        dplyr
        
        data.table
        
        lubridate
        
        jsonlite
      - Visualization
        
        Corrplot
        
        lattice
        
        Plotly
        
        Ggviz
        
        Datatables
        
        Rcharts
      - Machine Learning
        
        mlr
    - - MySQL
      - Postgres
      - Hive
      - Pig
      - Presto
    - - Apache
        
        Spark
        
        Hive
        
        Hadoop
    - - Airflow
      - Luigi
      - Pinball
- - - - Pydot
      - Bokeh
      - Plotly
      - Seaborn
      - MatplotLib
      - ScraPy
      - BeautifulSoup
      - Numpy
      - Pandas
      - Scipy
      - Selenium
- - - - Pydot
      - Bokeh
      - Plotly
      - Seaborn
      - MatplotLib
      - ScraPy
      - BeautifulSoup
      - Numpy
      - Pandas
      - Scipy
      - Selenium