https://github.com/geonextgis/python-for-beginners-to-pros

https://github.com/geonextgis/python-for-beginners-to-pros

Last synced: 2 months ago
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• Host: GitHub
• URL: https://github.com/geonextgis/python-for-beginners-to-pros
• Owner: geonextgis
• Created: 2024-07-19T18:21:38.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-11-23T20:49:11.000Z (2 months ago)
• Last Synced: 2024-11-23T21:27:08.475Z (2 months ago)
• Language: Jupyter Notebook
• Size: 44.9 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Python for Beginners to Pros

## 1. Basics of Python Programming

### Python Basics

- Short info about DSMP

- About Python

- Python Output/print function

- Python Data Types

- Python Variables

- Python comments

- Python Keywords and Identifiers

- Python User Input

- Python Type conversion

- Python Literals

### Python Operators + if-else + Loops

- Start of the session

- Python Operators

- Python if-else

- Python Modules

- Python While Loop

- Python for loop

### Python Strings

- Introduction

- Solving Loop problems

- Break, continue, pass statement in loops

- Strings

- String indexing

- String slicing

- Edit and delete a string

- Operations on String

- Common String functions

### Time complexity

- Start of the Session

- PPT presentation on Time Complexity (Efficiency in Programming and Orders of Growth)

- Examples

### Interview Questions

## 2. Python Data Types

### Python Lists

- Introduction

- Array vs List

- How lists are stored in a memory

- Characteristics of Python List

- Code Example of Lists

  - Create and access a list

  - append(), extend(), insert()

  - Edit items in a list

  - Deleting items from a list

  - Arithmetic, membership and loop operations on a List

  - Various List functions

  - List comprehension

  - 2 Ways to traverse a list

  - Zip() function

  - Python List can store any kind of objects

- Disadvantages of Python list

### Tuples + Set + Dictionary

#### Tuple

- Create and access a tuple

- Can we edit and add items to a tuple?

- Deletion

- Operations on tuple

- Tuple functions

- List vs tuple

- Tuple unpacking

- Zip() on tuple

#### Set

- Create and access a set

- Can we edit and add items to a set?

- Deletion

- Operations on set

- set functions

- Frozen set (immutable set)

- Set comprehension

#### Dictionary

- Create dictionary

- Accessing items

- Add, remove, edit key-value pairs

- Operations on dictionary

- Dictionary functions

- Dictionary comprehension

- Zip() on dictionary

- Nested comprehension

### Python Functions

- Create function

- Arguments and parameters

- args and kwargs

- How to access documentation of a function

- How functions are executed in a memory

- Variable scope

- Nested functions with examples

- Functions are first class citizens

- Deletion of function

- Returning of function

- Advantages of functions

- Lambda functions

- Higher order functions

- map(), filter(), reduce()

### Array Interview Questions

### Week 2 Interview Questions