Python For Data Science

Python For Data Science

Learn Python programming fundamentals to analyze and visualize data. Explore Python data structures to reveal findings and present insights through various visualization techniques.
4.7
250+
Enrollments
8 weeks
Avg. Completion Time
Created by experts from
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₹38,110
Objective of this course

Acquire the fundamental skills and knowledge of Python programming to be a real data scientist. Learn to analyze and visualize the data by maneuvering through big data using Numpy and Pandas libraries. Learn to transform and manipulate a dataset to generate useful insights. Interact with industry experts in our milestone-based live classes to learn the best practices of the industry and become a python programmer.

  • Store, transform and manipulate data by using built-in functions of Numpy and Pandas libraries
  • Learn File handling and advance data analytics techniques to perform complex operations on datasets
  • Unleash the power of Matplotlib and Seaborn to present your analyses to larger audiences

 

Syllabus for this course

Chapter

1

Introduction to Python programming

Introducing python programming for data science-based projects. Be aware of the advantages and disadvantages of using Python.

0h 30m

Introduction to Python programming

Introducing python programming for data science-based projects. Be aware of the advantages and disadvantages of using Python.


3 Video

1 Quiz

Chapter

2

Variables and overview of Data types

Focus on the containers storing data values – Variables. Understand the rules to be followed while naming the variables in Python

1h 10m

Variables and overview of Data types

Focus on the containers storing data values – Variables. Understand the rules to be followed while naming the variables in Python


2 Video

1 Quiz

1 Assessment

Chapter

3

Operators

Learn various arithmetic operators that are used to perform common mathematical operations and logical operators that are used on conditional statements.

0h 30m

Operators

Learn various arithmetic operators that are used to perform common mathematical operations and logical operators that are used on conditional statements.


1 Video

1 Quiz

Chapter

4

Basic Data types

Explore various classifications of Python Data Types. Discuss definition, manipulation, and special methods for different data types in detail.

1h

Basic Data types

Explore various classifications of Python Data Types. Discuss definition, manipulation, and special methods for different data types in detail.


1 Video

1 Quiz

1 Assessment

Chapter

5

Conditional and Control Flow

A Flow Control Statement defines the flow of the execution of a program. Learn conditional flow using if-else and various loop statements.

1h 30m

Conditional and Control Flow

A Flow Control Statement defines the flow of the execution of a program. Learn conditional flow using if-else and various loop statements.


4 Video

2 Quiz

1 Assessment

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