Please enable JavaScript.
Coggle requires JavaScript to display documents.
Python learning path for Data analysis - Coggle Diagram
Python learning path for Data analysis
1) Introduction to python
Basic syntax
Variables and datatypes
operators
Control flow
Control statements
IF , ELIF ,ELSE
Loops and iteration
FOR
WHILE
2) Data structures
List
tuples
Dictionaries
sets
4) functions and modules
Defining functions
using built-in functions
creating modules
importing libraries
5) error handling
Try and except
Raising exceptions
6) file handiling
Reading file
Writing file
CSV file operations
7) Data analysis Libraries
Pandas
Series
Data cleaning
Data Aggregation
Data Manipulation / Wrangling / Transformation
Numpy
Array manipulation
Mathematical operations
Matplotlib
Seaborn
Scikit-learn
8) Data manipulation techniques
9) Advanced python concepts
10) Practical projects
3) Comrehentions