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EDA Using Python | Online Evening | M0100523

Course Instructors: Innomatics Research Labs, DS Mentor

FREE

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Course Overview

Schedule of Classes

Start Date & End Date

Sep 01 2025 - Sep 05 2025

Total Classes

27 Classes

Course Curriculum

1 Subject

EDA Using Python | Online Evening | M0100523

6 Exercises38 Learning Materials

Exploratory Data Analysis using Python

eda1

PDF

eda2

PDF

eda_IPYNB

ZIP

numpy1

ZIP

numpy2

ZIP

28th July - pandas methods and descriptive statistics introduction

Video
01:50:34

29th July - Data Summarization using pandas

Video
02:05:54

31st July - Hands on Descriptive Statistics

Video
02:04:04

1st August - Numpy arrays and methods

Video
00:55:47

4th August - Creation of numpy arrays

Video
01:58:42

5th August - Type casting arrays and slicing and indexing of arrays

Video
02:01:34

6th August - Numpy Operations

Video
01:54:40

7th August - Numpy math and Stats functions

Video
01:42:56

pdf pandas

PDF

numpy 3 ipynb

ZIP

4numpy ipynb

ZIP

ipl

ZIP

8th aug - Numpy stats and math functions_2

Video
01:53:26

12th aug -

Video
00:05:29

12th aug part 2 - introduction to pandas

Video
01:37:36

11th aug - Numpy vectorization and advance functions

Video
02:03:24

13th aug - pandas encoding libraries

Video
00:56:00

14th aug - Pandas Methods

Video
01:59:38

EDA_FILES

ZIP

titanicEDA

ZIP

18th Aug

Video
01:58:09

19th Aug

Video
01:07:56

20th Aug

Video
01:57:59

21st Aug

Video
02:03:48

22nd Aug

Video
01:59:34

25th Aug

Video
01:59:38

26th Aug

Video
01:59:35

28th Aug

Video
01:43:11

29th Aug

Video
00:58:57

1st Sep

Video
01:32:56

3rd Sep

Video
01:42:15

4th Sep

Video
02:04:23

5th Sep

Video
02:02:30

Daily Task

Task 13 - Numpy theory

Assignment

Task 14- Numpy Array Creation

Assignment

Task 15 - Numpy Methods

Assignment

Task 16 - Pandas Series

Assignment

Task 17 - DataFrame Creation

Assignment

Task 18 - Handling outliers and missing values

Assignment

Quizzes

Course Instructor

tutor image

Innomatics Research Labs

510 Courses   •   25216 Students


tutor image

DS Mentor

237 Courses   •   6400 Students