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Learning Path

• Math Skills

  1. Probability & Statistics

     1. Bayes Theorem

     2. Probability Distribution

     3. Sampling

     4. Hypothesis Testing

  2. Linear Algebra

     1. Matrices

     2. Vectors

  3. Calculus

     1. Differential

     2. Integral

• Programming Skills

  1. Python

• Data Engineering Skills

  1. Data Pre Processing

     1. Cleaning

     2. Parsing

     3. Correcting

     4. Consolidating

  2. Extract, Transform, Load (ETL)

  3. Knowledge of Database

• Machine Learning Algorithms

• Machine Learning Frameworks

  1. Tensorflow

  2. Theano

  3. Spark ML Lib

  4. Torch

  5. Keras

  6. Scikit Learn

  7. Caffee

  8. Pytorch