Data Analytics A-Z with Python

Data Analytics A-Z with Python

Data Analytics A-Z with Python

Learn Python for Data Science

Language: english

Note: 3.9/5 (789 notes) 59,686 students

Instructor(s): Yaswanth Sai Palaghat

Last update: 2021-01-14

What you’ll learn

  • Data Analytics
  • Python Programming
  • Data Manipulation with Pandas
  • Data Visualization with MatPlotlib
  • NumPy
  • Python for Data Science

 

Requirements

  • No pre-requisites are required

 

Description

Data Analytics is the trending technology in the present days. If you are someone who is passionate about Data Science, Machine Learning and Data Analytics, then this course is for you.

It covers the following:

  • Data Analytics

  • Numpy Mathematical Operations

  • Pandas Data Manipulation

  • Data Visualization with Matplotlib

  • Python programming

Pre-Requisites:

  • No Pre-Requisites are required

Target Audience:

  • Any one who is passionate about Data Analytics

Resources:

  • Code workbooks for Data Analytics part is provided


 

Who this course is for

  • Beginners who are curious about Data Science, Machine Learning and Data Analytics

 

Course content

  • Introduction
    • Introduction
    • About the Instructor
  • Installation
    • Anaconda Installation
    • Jupyter Notebooks
  • Why Python?
    • Features of Python
    • Multi-paradigm
    • Open Source
    • Diversified
    • Interpretation
    • Easy and Simple
    • Dynamic Typing
    • Large Standard Library
  • Python Hands-on
    • Numbers
    • Variables
    • Operators
    • Dynamic Typing in Python
    • Strings in Python
    • String Operations
    • String Methods
    • Immutability
    • String Formatting
    • Lists
    • List Methods
    • Tuples
    • Dictionaries
    • Dictionary Methods
    • Sets and Booleans
    • Statements
    • For Loop
    • While Loop
    • Functions
    • Decorators
    • Generators
    • Objects and Classes
    • Attributes
    • Methods
    • Inheritance
    • Polymorphism
  • Data Analytics with NumPy
    • Intro to NumPy
    • NumPy Arrays
    • NumPy Data Types
    • NumPy Array Attributes
    • Maths with NumPy
  • Data Analytics with Pandas
    • Intro to Pandas
    • Reading data in Pandas
    • Pandas Data Manipulation-1
    • Pandas Data Manipulation-2
    • Pandas Data Manipulation-3
  • Data Analytics and Visualization with Matplotlib
    • Intro to Matplotlib
    • Plotting Arrays
    • Plot Styling
    • Customizing plots
    • Variants of Graphs
    • Youtube (Bonus)

 

Data Analytics A-Z with PythonData Analytics A-Z with Python

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