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Data Analysis:
->IBM Skill Build : matpotlib,
line graph,
pywaffle,
bar chart,
histogram,
pywaffle,
pie chart,
scatter plot,
Area plot,
folium,
DSH:
->03_introduction_to_probability:Scipy
DSA:
->Graphs= adjacency list graph,
adjacency matrix graph,
DFS,
All paths from source to target,
BFS,
->Binary Tree = binary tree creation,
level order traversal,
in-order traversal,
pre-order traversal,
post-order traversal,
count_total nodes,
sum of nodes,
height of tree,
diameter of tree,
->Binary Search Tree = Building Binary Search Tree,
Traversing Binary Search Tree,
file operations:
->one.py = read,
write,
open file,
->Twi.py = read binary file,
write binary file,
exception handling,
Statistics & Exploratory Data Analysis:
->pandas,
numpy,
jupiter notebook,
matplotlib,
Scikit learn,
01_one.py:
->strings
02_two.py:
->Numbers
->Sets
03_three.py:
->lists / Arrays
04_four.py:
->Dictionary
05_five.py:
->Tuples
06_six.py:
->if condition questions,
input from user,
string concatenation,
07_seven.py:
-> loop questions
08_eight.py:
-> experiment
09_nine.py:
-> functions (void&returning),
lambda functions,
*args,
**args,
yield,
->Recursive
10_ten.py:
->Object-oriented programming
->super(),
__init__,
class,
private,
getter method,
encapsulation,
inheritance,
->setter method,
Polymorphism,
class variables,
static method,
->property decorator,
Class inheritance & isinstance() Function
->Multiple inheritance
11_eleven.py:
->Decorators
12.twelve.py:
->Scopes,
global keyword,
clousor,