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Python for data analysis
Getting started with Python
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Table of Contents
Get going with Python
In this section we will learn what is programming, python installation using anaconda and various IDEs where you can code in Python.
Getting started with Python
9m 4s
Python Installation and IDEs
6m 33s
Using Spyder IDE from Anconda Installation
6m 2s
Guest Post
Quiz-Get Going With Python
Data types used in Python
1. Integers 2. Float 3. Complex numbers 4. Boolean 5. Strings
Data Types
7m 2s
Strings – Part 1
8m 36s
Strings – Part 2
9m 43s
Quiz-Data Types
Operators in Python
Operators are used to perform various operations on different variables or values. This lesson talks about all those operators along with their types.
Arithmetic Operator
4m 32s
Assignment operators
3m 53s
Comparison operators
2m 54s
Logical operators
4m 51s
Identity operators
3m 5s
Membership operators
3m 27s
Quiz-Operators
Data structures used in Python
List
15m 3s
Quiz – Python Lists
Tuples
8m 33s
Dictionaries
15m 29s
Sets
3m 27s
List and Dictionary Comprehension
0s
Conditions and Loops
If Else conditional statement
19m 33s
Loops
23m 40s
Quiz: Loops and Conditional Statements
Functions
How to write, call and other basics of functions (article)
0s
Creating functions in python
12m 7s
Quiz- Functions
Pandas Library
Introduction to pandas library (article)
Basics of Pandas, Series and Dataframes
11m 52s
Import csv file with pandas read_csv()
16m 26s
Dataframes (article)
Indexing and Selection (article)
Pandas DataFrame Concatenate
9m 24s
Pandas DataFrame Join
14m 45s
Pandas DataFrame Merge
5m 56s
Working with DataFrames
13m 32s
Quiz-Pandas Library and DataFrames
Exceptional Handling
Errors and bugs are part and parcel of any programming language. So we need to learn a way to handle them and exceptional handling is one such tool.
Exceptional Handling- Try, Except, Raise
4m 48s
Quiz-Exception Handling
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