Python for beginners

• Python Basic

  • Type

  • Inbuilt-Function

  • Math function

  • If - Statement

  • Format

  • While loop

  • for loop

  • List

  • Basic Inbuilt - Function

  • tuple

  • set

  • map

  • lambda

  • filter

  • Unpacking

  • Enumerate

  • Dictionaries

  • Function

  • Parameter and Arguments

  • keyword argument

  • Exception

  • Class

  • Inheritance

  • Module

  • Packages

  • Random-Function

  • Inheritance

  • Files and Directories

  • Working with spreadsheet

Basic of Machine Learning

Steps :

                1) Import the Data 
                2) clean the Data
                3) split the Data into training/test sets
                4) create a model
                5) train the model
                6) make prediction
                7) Evaluate and Improve

Real world problem

• Importing a data set
• Importing Data
• Learning and Predicting
• Calculating the Accuracy
• Model Persistance
• Visualizing a Decision Tree -