Saturday, 27 April 2019

Learn Core Python, Numpy and Pandas

Learn Core Python, Numpy and Pandas

Publisher Vishal Kumar Singh
Course Length : 2.9 hour
Course Price : $0
Course Language English


Description

The course covers Core Python, Numpy and Pandas. Google Python Notebook is used for code.

Following are the topics in Core Python.
  • Setting up Google Notebook
  • Variables in Python - String, Integer, Boolean
  • Python Blocks
  • If else statement
  • While Loop
  • List operations
  • Range
  • Functions
  • Modules
  • Exceptions
  • File Handling
  • Dictionaries
  • Tuples
  • List Slices
  • List Comprehensions
  • String functions
  • Any,All operations
  • Object Oriented Programming
  • Magic methods
  • Class and Static methods
Following are topics in Numpy and Pandas
  • What is Numpy
  • Numpy - Add, Subtract, Multiply
  • Numpy Dot Product
  • Numpy Slicing
  • Mixing Integer Indexing And Slice Indexing
  • Numpy Array Indexing
  • More Array Indexing
  • Boolean Array Indexing
  • Numpy Sum
  • Numpy Reshape
  • Numpy  Tensors 1D, 2D,3D
  • Numpy Transposing
  • Numpy Broadcasting
Pandas
  • What is Pandas
  • Pandas Series
  • Pandas Series Index
  • Pandas Advantage Over Numpy
  • Pandas Loc and iLoc
  • Pandas example - Finding Max
  • Pandas Series Addition
  • Pandas Apply Function
  • Pandas DataFrames Introduction
  • Pandas DataFrame Index, Loc and ILoc
  • Pandas Sum Along Axis
  • Pandas DataFrame Addition
  • Pandas DataFrame ApplyMap
  • Pandas Reading A CSV File



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