Python Table of Content



  1. Introduction

  1. Understanding Jupyter IPython Notebook

  2. Starting with python programming on Jupyter Notebook

  • Basic programming

  • Operators

  • Input / Output operation

  • Important of indentation in python

  1. Python Data Structure

  • List

  • Tuple

  • Set

  • Dictionary

  1. Control statement and looping

  • If-elif-else

  • Elif

  • Loops ( for, while etc)

  • Comprehension

  1. Function

  • Introduction to function

  • Inbuilt vs user-define function

  • Creating user function

  • Map, Filter and Reduce functions

  1. Data Science using python tools

    1. NumPy

      • Introduction

      • NumPy arrays creation

      • Structure of array in NumPy

      • Slice, indexing etc in numPy Array

      • Multi-dimensional array

    2. Different operation on NumPy

      • Basic operation

      • Linear Algebraic operation

    3. Pandas

      • Using pandas of different operation

      • Indexing and selecting data in pandas

      • Merging and appending in dataframes

      • Grouping and summarizing in dataframes

      • Lambda function and Pivote Table

  1. Data Visualization in Python

      • Understanding the data and various chart

      • Data visualization toolkits in python

      • Plot and subplot

      • Plotting Distribution


Python_Programming_basic_to_advance.docx
Installing+Python.1.pdf