Programming in Python

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assignment
evaluation

Chapter 1 Overiew
History of Python
What is Python
Applications of Python
Why should we learn Python
Comparison with Other Languages
Famous and Most Used Versions
Assignment

Chapter 2 Overiew
Python Script Header
Support for Problem Decomposition
What is an Interpreter
Opening and Running Interpreter
Writing Scripts in CLI
Linting Python code
Commenting
Print Function
Indentation
Continuation Lines
Assignment

Chapter 3 Overiew
Integers
Floating Point
Complex
Boolean
Type Conversion
Python Variables
Naming Conventions
Creating Good Names
Assignment

Chapter 4 Overiew
Input Function
Command Line Arguments
Numeric Operators
Assignment Operators
Comparison Operators
Logical Operators
Membership Operators
Identity Operators
Bitwise Operators
Assignment Operators

Chapter 5 Overiew
Indexing
Object Identity
Built-in Functions
String Methods
Formatting with f-strings
Slicing Operator
Helper Strings
Important String Operations
Assignment

Chapter 6 Overview
\n - Newline
\r - Return
\b - Backspace
\\ - Backslash
\" - Double Quote
\' - Single Quote
\t - Tab
\a - Alarm
Assignment

Chapter 7 Overiew
If
If-Else
Nested If-Elif-Else
While Loop
For Loop
Assignment

Chapter 8 Overiew
Lists
Tuples
Sets
Frozen Sets
Dictionaries
Functions
Iterators
Generators
itertools
Range Function
Zip
Enumerate
Assignment

Chapter 9 Overiew
Modules
Packages
Common Packages Issues
__init__ in Packages
Namespaces
LEGB Namespaces & Package Namespaces Differences
Assignment

Chapter 10 Overiew
File Modes
File Types
Read
Write
Delete
Append
File Pointers and Positioning
File Flush and Buffer
File Points
JSON
CSV
XML
Important Points
Assignment

Chapter 11 Overiew
List Comprehensions
Generator Expressions
Context Managers
Exception Handling
Common Exception Types
Regex
Regex 30 Examples
Filter
lambda
map
reduce
Debugging Tools
Assignment

Chapter 12 Overiew
NumPy
Pandas
DuckDB
SQL Table Access and ETL
Assignment

Chapter 13 Overiew
Data Structures and Algorithms
Image Processing with OpenCV
Assignment

Chapter 14 Overiew
Web Development using Python
Flask
Django
FastAPI
Web Scraping with BeautifulSoup
Assignment

Chapter 15 Overiew
NLTK
Text Cleansing
Sentence Tokenization
Word Tokenization
Stemming
Lemmatization
Stemming vs Lemmatization
Stop Words Removal
POS Tagging
NER
Topic Modeling
Text Summarization
Sentiment Analysis
Assignment

Overview
Classes
Objects