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DataScience

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javier leon
Mind Map by javier leon, updated more than 1 year ago
javier leon
Created by javier leon over 3 years ago
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Resource summary

DataScience
  1. Skills
    1. Python
      1. Pandas
      2. statistics
        1. AlgebraLineal
          1. Cross Validation
            1. Logistic Regression
              1. Random forest
                1. Time Series Analysis
                  1. Decision Tress
                    1. Ensemble Methods
                      1. Principal component analysis (PCA)
                      2. Visualizations

                        Attachments:

                        1. Data Visualization
                        2. SQL
                          1. NoSQL
                          2. R
                            1. Vectores y tipos de datos en R
                              1. Progresiones aritmeticas y secuencias
                                1. Funciones y orden de vectores
                                  1. ejercicio
                                    1. Binomio de Newton
                                    2. SubVectores y Filtros
                                      1. Los valores NA
                                        1. Factores
                                          1. Listas
                                            1. Matrices
                                              1. Algebra Lineal Aplicada
                                              2. BigData
                                                1. structured and unstructured data
                                                2. Tools
                                                  1. AWS
                                                    1. RDS
                                                      1. EMR
                                                        1. Kiness
                                                          1. S3
                                                            1. SageMaker
                                                              1. DynamoDB
                                                                1. Glue
                                                                  1. Redshift
                                                                  2. Apache Spark
                                                                    1. TensorFlow
                                                                      1. Keras
                                                                      2. Tableu
                                                                        1. Hadoop
                                                                          1. MongoDB
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