What Python knowledge do I need for data analytics positions?

What Python knowledge do I need for data analytics positions? by @Pritesh_Jain01

Answer by Pritesh Jain:

Install Anaconda distribution. Then, target these things in order:

  1. Python list and tuples: creating list, get values, alterting values
  2. Numpy: making arrays, sequences, using functions like mean, sum, count, etc
  3. Pandas dataframe: creating, subsetting using (index,names of rows, columns), modifying values, tranforming, reshaping,group by, aggregation, etc
  4. Matplotlib: simple plot, hist, bar, axes, labels, ticks, legends, etc
  5. Scipy, sklearn, statmodels: perform simple tasks like Linear regression on a simple dataset. Plot it. Obtain coefficients, predict for a random value. Then go on for logistic regression, classfication, clustering, trees, randomforests, etc.
  6. Go to Kaggle for testing your skills.
  7. Theano library: if you are into deep learning

Go here to begin with https://www.analyticsvidhya.com/…

This should be good enough! Good luck!

What Python knowledge do I need for data analytics positions?

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