Powerful Pandas

Learn Effective Data Analytics with Pandas Package

₹499.00

Course Overview

Schedule of Classes

Course Curriculum

1 Subject

Powerful Pandas

56 Learning Materials

Introduction

Course Introduction

Video

00:05:23

Series

Video

00:07:21

DataFrame using List

Video

00:04:45

DataFrame using Tuple

Video

00:01:52

DataFrame using Dictionary

Video

00:04:47

Paths

Absolute Path

Video

00:05:12

Relative Path

Video

00:02:23

Relative Path One Level Up

Video

00:02:48

Relative Path - Two Level Up

Video

00:01:53

Relatie Path - Sub Directory

Video

00:01:30

Read Data

From Clipboard

Video

00:01:01

From Comma Seperated Values (CSV File)

Video

00:03:31

From Colon Seperated Values (CSV File)

Video

00:03:40

From Excel File

Video

00:08:11

From JSON File

Video

00:01:43

From JSON File

Video

00:01:43

From Pickle File

Video

00:01:31

Write Data

To CSV File

Video

00:06:48

To Excel File

Video

00:04:37

To JSON File

Video

00:03:30

To Pickle File

Video

00:04:52

Access Data

Access Column

Video

00:07:30

Access Columns

Video

00:04:48

Attributes

Row Index and Column Names

Video

00:03:09

Data Type

Video

00:02:44

Information

Video

00:02:31

Values

Video

00:01:27

Axes

Video

00:02:28

Dimensions

Video

00:00:56

Size

Video

00:01:32

Shape

Video

00:01:25

Memory Usage

Video

00:02:27

Type Conversion | Casting

Video

00:14:57

Copy Vs Reference

Copy DataFrame

Video

00:02:17

Refer DataFrame

Video

00:01:51

Indexing

Set Index

Video

00:02:16

Reindexing Rows

Video

00:04:59

Reindexing Columns

Video

00:03:13

Reset Index

Video

00:01:41

Iteration

Iterating Items

Video

00:07:20

Iterating Rows

Video

00:04:38

Itertuples

Video

00:02:16

Handling Cell Values

Using At Method

Video

00:03:26

Using Index At (iat) Method

Video

00:02:41

Using Location Method

Video

00:01:49

Using Index Location Method

Video

00:01:37

Using Combinations

Video

00:04:32

Handling Row Values

Get and Set Row Values

Video

00:03:13

Get and Set Range of Row Values

Video

00:03:57

Get and Set Intermittent Row Values

Video

00:03:10

Handling Column Values

Get and Set Column Values

Video

00:03:48

Get and Set Continuous Range of Column Values

Video

00:05:23

Get and Set Intermittent Range of Column Values

Video

00:04:43

Get and Set combinations of Rows & Column Values

Video

00:04:03

Adding Prefix and Suffix to the Column Names

Video

00:02:28

Get Row Index of Minimum or Maximum Value in a Column

Video

00:03:34

Powerful Pandas

Course Overview

Schedule of Classes

Course Curriculum

Powerful Pandas

Introduction

Course Introduction

Series

DataFrame using List

DataFrame using Tuple

DataFrame using Dictionary

Paths

Absolute Path

Relative Path

Relative Path One Level Up

Relative Path - Two Level Up

Relatie Path - Sub Directory

Read Data

From Clipboard

From Comma Seperated Values (CSV File)

From Colon Seperated Values (CSV File)

From Excel File

From JSON File

From JSON File

From Pickle File

Write Data

To CSV File

To Excel File

To JSON File

To Pickle File

Access Data

Access Column

Access Columns

Attributes

Row Index and Column Names

Data Type

Information

Values

Axes

Dimensions

Size

Shape

Memory Usage

Type Conversion | Casting

Type Conversion | Casting

Copy Vs Reference

Copy DataFrame

Refer DataFrame

Indexing

Set Index

Reindexing Rows

Reindexing Columns

Reset Index

Iteration

Iterating Items

Iterating Rows

Itertuples

Handling Cell Values

Using At Method

Using Index At (iat) Method

Using Location Method

Using Index Location Method

Using Combinations

Handling Row Values

Get and Set Row Values

Get and Set Range of Row Values

Get and Set Intermittent Row Values

Handling Column Values

Get and Set Column Values

Get and Set Continuous Range of Column Values

Get and Set Intermittent Range of Column Values

Get and Set combinations of Rows & Column Values

Adding Prefix and Suffix to the Column Names

Get Row Index of Minimum or Maximum Value in a Column

Keep or Remove Values

Filtering Data

Logical Operations

Sorting Data

Course Instructor

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