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Key Operations on Data Frames

Instructor: Applied AI Course Duration: 20 mins

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Data Frame Basics
Space and Time Complexity: Find largest number in a list
1.1
Python, Anaconda and relevant packages installations
23 min
1.2
Why learn Python?

4 min
1.3
Keywords and identifiers

6 min
1.4
comments, indentation and statements

9 min
1.5
Variables and data types in Python

32 min
1.6
Standard Input and Output

7 min
1.7
Operators

14 min
1.8
Control flow: if else

10 min
1.9
Control flow: while loop

16 min
1.10
Control flow: for loop

15 min
1.11
Control flow: break and continue

10 min
2.1
Lists
38 min
2.2
Tuples part-1
10 min
2.3
Tuples part-2
4 min
2.4
Sets
16 min
2.5
Dictionary
21 min
2.6
Strings
16 min
3.1
Introduction
13 min
3.2
Types of functions
25 min
3.3
Function arguments
10 min
3.4
Recursive functions
20 min
3.5
Lambda functions
8 min
3.6
Modules
7 min
3.7
Packages
6 min
3.8
File Handling
23 min
3.9
Exception Handling
15 min
3.10
Debugging Python
15 min
4.1
Getting started with Numpy
41 min
4.2
Numerical operations on Numpy
41 min
5.1
Getting started with Matplotlib
20 min
7.1
Space and Time Complexity: Find largest number in a list
20 min
7.2
Binary search
17 min
7.3
Find elements common in two lists
6 min
7.4
Find elements common in two lists using a Hashtable/Dict
12 min