Curriculum
16 Sections
52 Lessons
20 Weeks
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Python Installation and Introduction
10
1.1
Python Installation – Various ways
1.2
Introduction To Python
1.3
Features of Python
1.4
Reserved Words
1.5
Python Data Types
1.6
Python Identifiers
1.7
Slice operator
1.8
Type casting
1.9
Mutable and Immutable concepts
1.10
Detailed discussion on Python Collection Datatypes
Operators in Python
6
2.1
Arithmatic Operators
2.2
Relational or Comparision Operators
2.3
Logical Operators
2.4
Equality Operator
2.5
Assignment Operator
2.6
Special Operator
Input and Output
3
3.1
Input Streams
3.2
Command Line Arguments
3.3
Output Streams
Flow Control
4
4.1
Conditional Statements
4.2
Iterative Statements
4.3
Transfer Statements
4.4
Pass Statement
String Functions
3
5.1
String Slice Operator
5.2
Mathematical Operators in String
5.3
String Functions
Functions and Lambda Functions
8
6.1
Functions
6.2
Recursive Functions
6.3
Lambda Functions
6.4
Function Decorator
6.5
Function Generator
6.6
Modules
6.7
Random Modules
6.8
Packages
Exception Handling
3
7.1
Exception Handling
7.2
Loggin Exceptions
7.3
Assertions in Exception
File Handling
2
8.1
File Handling
8.2
Pickling and Unpickling
Regular Expression
2
9.1
Regular Expression
9.2
Regular Expression using web scraping
Database Connectivity
1
10.1
Database Connectivity
PyMySQL with MySQL
1
11.1
PyMySQL with MySQL
Numpy
1
12.1
Numpy
Pandas
1
13.1
Pandas
Data Visualization
2
14.1
Matplotlib
14.2
Seaborn
Data Preprocessing
4
15.1
Missing Value Treatment
15.2
Outlier Treatment
15.3
Feature Scaling
15.4
Encoding
Streamlit
1
16.1
Frontend using Streamlit
Python
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