Python Indtroductory Course |
|||
---|---|---|---|
Lesson |
Lesson Subject |
pdf file |
|
1 |
Introduction About Programming Languaes and Python |
lesson 1 |
|
2 |
Data Structures in Python |
lesson 2 |
|
3 |
Dealing with Programming Errors |
lesson 3 |
|
4 |
Conditionals and Functions |
lesson 4 |
|
5 |
Loops and User Input |
lesson 5 |
|
6 |
File Handling in Python |
lesson 6 |
|
7 |
More Functionalities of Python |
lesson 7 |
|
8 |
Array and Numpy Library |
lesson 8 |
|
9 |
Python Modules |
lesson 9 |
|
Stimated Required time for this course is: 20 hour |
Python Advance Course |
||
---|---|---|
Lesson |
Lesson Subject |
pdf file |
1 |
Object Oriented Programming in Python |
OOP |
Stimated Required time for this course is: 10 hour |
Advanced Topics in Python |
|||
---|---|---|---|
No |
Topic |
pdf file |
Stimated Required time |
1 |
Design Patterns in Python |
DPP |
15 Hour |
2 |
Python for Image and Video Processing with OpenCV |
PyCV |
4 Hour |
3 |
Game Design with Pygame Library |
Pygame |
6 Hour |
4 |
Metaprogramming in Python |
MetaPy |
3 Hour |
5 |
Working with Database in Python |
PyDb |
2 Hour |
6 |
Increasing Runtime Speed of Programs in Python |
PySp |
15 Hour |
Graphic User Interface (GUI) with Python |
|||
---|---|---|---|
No |
Topic |
pdf file |
Stimated Required time |
1 |
Graphic User Interface with TkInter Library |
TkInter |
6 Hour |
2 |
Graphic User Interface with PyQt Library |
PyQt |
12 Hour |
Web Development with Python |
|||
---|---|---|---|
Lesson |
Lesson Subject |
pdf file |
Stimated Required time |
1 |
Web Development in Python with Django Library |
Django |
12 Hour |
2 |
Web Development and 21 WebScraping with Python Libraries |
WebDev |
12 Hour |
Artificial Intelligence with Python |
|||
---|---|---|---|
No |
Topic |
pdf file |
Stimated Required time |
1 |
Solving Optimization Problems with Python |
Optimization |
6 Hour |
2 |
Machine Learning with Python |
MLPy |
12 Hour |
3 |
Natural Language Processing in Python with NLTK Library |
NLTK |
10 Hour |
4 |
Deep Learning in Python with TensorFlow and Keras Libraries |
TensorKeras |
5 Hour |
Data Science with Python |
|||
---|---|---|---|
No |
Topic |
pdf file |
|
1 |
Data Science Libraries of Python |
DataScience |
|
Stimated Required time for this course is: 10 hour |