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Python for Data Analysis

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    Python Crash Course – Part 1
  • Python Syntax
  • Python Comments
  • Python Variables
  • Python Data Types
  • Python Numbers
  • Python Casting
  • Python Strings
  • Python Booleans
  • Python Operators
  • Python Lists
    • Python Crash Course – Part 2
  • Python Tuples
  • Python Sets
  • Python Dictionaries
  • Python If…Else
  • Python While Loops
  • Python for Loops
  • Python Functions
  • Python Lambda
  • Python Arrays
  • Python Classes/Objects
  • Python Inheritance
Python Crash Course – Part 3
  • Python Iterators
  • Python Scope
  • Python Modules
  • Python Dates
  • Python Math
  • Python JSON
  • Python RegEx
  • Python PIP
  • Python Try…Except
  • Python User Input
  • Python String Formatting
  • File Handling
  • Python File Handling
  • Python Read Files
  • Python Write/Create Files
  • Python Delete Files
  • Python Modules
    • Introduction to Numpy
  • Numpy Arrays
  • Quick Note on Array Indexing
  • Numpy Array Indexing
  • Numpy Operations
    • Introduction to Pandas
  • DataFrames
  • Missing Data
  • Groupby
  • Merging Joining and Concatenating
  • Operations
  • Data Input and Output
  • Pandas Built-in Data Visualization
    • Python for Data Visualization Matplotlib
  • Introduction to Data visualization
  • Matplotlib Part1
    • Introduction to Seaborn
  • Categorical Plots
  • Matrix Plots
  • Grids
  • Regression Plots
  • Style and Color
    • PROJECT WORK

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