Python

Python Course Content

1) The interpreter
2) class, object, variable
3) everything is objects
4) printing (various techniques)
5) accept input from keyboard
6) if / else /elif (conditonal construct)
7) while loop / while with else
8) defining function
9) parameters with default arguments
10) passing arguments by name
11) specifying position only parameters
12) inner functions
13) return function
14) closures
15) breakpoint
16) operator
17) Assignment expression :=
18) Recursion and limit
19) functions that represent standard operator
20) Memoization and introduction to dynamic programming
21) Anonymous functions
22) Composing functions
23) lambda
24) range and xrange
25) array, sequence, List, Tuple, Map, Set
26) creating classes
27) instance properties
28) class properties
29) extending classes
30) overriding functions
31) special functions /methods to create MAGIC
32) data classes
33) applying reflection
34) callable object
35) Context managers
36) descriptor objects
37) iterators
38) iterable
39) creating our own iterators
40) function transformation / reduction
41) filtering
42) lambdas
43) map-reduce functions
44) Creating Comprehensions for creating list / 2D list
45) functional programming
46) function compositions
47) functors
48) date / time functions
49) exception handling
50) file system & file handling
51) creating modules
52) regular expressions
53) Thread based parallelism
54) async / await / asyncio
55) RDBMS / SOL

56) database programming
57) Socket programming / network programming
58) Graphical user interface using Tkinter
59) Developing our first project (PlayChess)
60) Python packaging
61) HTTP Server & Web application development
62) Creating a framework for Web Development
63) Flask and Django
64) introducing numpy, scipy & matplotlib
65) Image processing
66) OpenCV
67) Building a webapplication for image processing
68) Introduction to Machine Learning
69) Implementing neural network in Python
70) How to automate tasks in Python
71) Embedding C/C++ Applications in python