While loop in Python Explained Beginner's Guide | Python Programming Tutorial 04

Опубликовано: 02 Февраль 2024
на канале: Code with ARIB

Gmail:
abdulrehman286ib@gmail.com
GitHub:
https://github.com/ARIBFIB?tab=reposi...

Python RoadMap 2023

Beginner level

Basic of python
1-Variables
2-DataType
3-Control Structure
4-Functions
print():

len():

type():

input():

int(), float(), str():

range():

abs(): .

max(), min():

sum():

round():

sorted():

any(), all():

chr(), ord():

enumerate():

zip():

map():

filter():

open():

dir():

help():
5-Modules
Built-in Module
math
datetime
random
json
csv Comma-Separated Values
re
os
sys
time
argparse
gzip, zipfile, tarfile
collections
itertools
socket
multiprocessing

Standard Library Modules (GUI)
urllib, sqlite3, tkinter, xml, http, email, logging,socket

Third-Party Modules
numpy, pandas, matplotlib, requests, scikit-learn, Django, Flask, TensorFlow, pytest , sqlalchemy , beautifulsoup, pymongo,pytorch, django-rest-framework

Custom Modules:

DataStructure

1-List
2-Tuples
3-Dictionaries
4-Sets
5-Strings

File Handling

1-Reading
2-Writing

Object Oriented Programming

1-Classes
2-Object
3-Inheritance
4-Encapsulation
5-Polymorphism

Error Handling

1-Exception Handling

----------------------------

Intermidiate level

Advance DataStructure

1-Collection Module
2-List Comprehension
3-Generators
4-Iterators

Functional Programming

1-Lambda Functions
Map
Reduce
Recursive
filter

Module and Pakages

APIs
Working with APIs
JSON data

DataBase
1- SQL
2- DJango

Linux
1-linux in python

--------------------
Advance Level
1-Web Development
1-Fask
2-Django
3-Request Lirary
2-Fast APIs
3-Desktop Application
1-PyQT
2-Tkinter
4-Data Manipulation and Visualization
1-Pandas
2-Seaborn
5-Web Scarping
1-BeautifulScope
2-Requests
3-Testing framework
4-Selenium
6-Version Control
1-Git
7-Build Projects

------------
machine learning library

1-Scikit Learn
2-Tensor Flow
3-PyTorch
4-Numpy
5-Pandas
6-Matplotlib
7-NuPIC
8-Ramp
9-Pipenv
10-Bob
11-OpenCV(Important for Camera Projects)
----------

Project on Python

TicTacToe
Rock, Paper, Scissors
Guessing Game
Snake
Application
Alaram Clock
CounterTimmer
Password Generator
Crypto App
Calculator
temperature/measurement converter
Camera Dectection(Using library OpenCV)

=====================================
Python Project Ideas: Advanced Level

chatbot
Program a robot
Program a robot. This requires some hardware (which isn’t usually free), but there are many affordable options out there — and many learning resources, too. Definitely look into Raspberry Pi if you’re not already thinking along those lines.
image recognition app
Make a price prediction model
Create your own sentiment analysis model

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