Python for Data Science

Python for Data Science Python for Data Science Indian Institute Technology Madras Indian Institute Technology Madras

Beginner 0(0 Ratings) 0 Students enrolled
Created by IIT Madras Staff Last updated Tue, 01-Mar-2022 English


Python for Data Science free videos and free material uploaded by IIT Madras Staff .

Syllabus / What will i learn?

Week 1: BASICS OF PYTHON SPYDER (TOOL)Introduction Spyder• Setting working Directory• Creating and saving a script file• File execution, clearing console, removing variables from environment, clearing environment• Commenting script files• Variable creation• Arithmetic and logical operators• Data types and associated operations

Week 2:Sequence data types and associated operationsStringsLists Arrays Tuples Dictionary Sets Range NumPynd Array Pandas dataframe and dataframe related operations on Toyota Corolla dataset Regression

Week 3:Reading filesExploratory data analysis Data preparation and preprocessing Data visualization on Toyoto Corolla dataset using matplotlib and seaborn libraries Scatter plot Line plot Bar plot Histogram Box plot Pair plot Control structures using Toyota Corolla dataset if-else family for loop for loop with if break while loop Functions.

Week 4CASE STUDYPredicting price of pre-owned cars Classification Classifying personal income.



Curriculum for this course
0 Lessons 00:00:00 Hours
+ View more
Description

 The course aims at equipping participants to be able to use python programming for solving data science problems.INTENDED AUDIENCE : Final Year UndergraduatesPRE-REQUISITES : Knowledge of basic data science algorithms.

You need online training / explanation for this course?

1 to 1 Online Training contact instructor for demo :


+ View more

Other related courses
About the instructor
  • 0 Reviews
  • 5 Students
  • 330 Courses
+ View more
Student feedback
0
Average rating
  • 0%
  • 0%
  • 0%
  • 0%
  • 0%
Reviews

Material price :

₹ 0
Buy now

1:1 Online Training Fee: 1 /-
Contact instructor for demo :