Learn the most in-demand Python certification course that will help you gain skills in writing Python and working with packages, such as SciPy, Matplotlib, Pandas, Scikit-Learn, NumPy, web scraping libraries, and the Lambda function. In this online Python training you will learn how to write Python code for data modeling. Gain hands-on experience by working on real-world projects.
Syllabus:
1. Python Introduction
2. Variables
3. Operators
4. If-else statements
5. DataTypes
a. Int
b. Float
c. complex d. String
e. List
f. Tuple
g. Set
h. FrozenSet i. Dict
6. Loops in Python:
a. For Loop
b. While Loop
7. Functions
a. Python Functions
b. Types of Arguments
c. Lambda Functions
d. Built-in Functions
8. Module and Packages:
a. OS Module
b. Glob
c. shutil
d. Datetime
e. time
9. File Handling
10. Object-Oriented Programming:
a. Inheritance
b. Encapsulation c. Polymorphism d. Abstraction
11. Iterator
12. Generator
13. Decorator
14. Regular Expressions
15. Multithreading and Multiprocessing
1. Week1:
a. Python Introduction, Comments, Print, Indentation
b. Variables
c. Numeric DataType
d. String Functions(2 days)
2. Week2:
a. String Function(1 day)
b. Conditional statements(1 day)
c. Operators(1 day)
d. List (1.5 days)
e. Tuple(0.5 day)
3. Week3:
a. For Loop(1 day)
b. Nested For Loop(1 day)
c. While Loop(1 day)
d. Set(1 day)
e. FrozenSet(1 day)
********************************** Mock Interview-1 ************************************* 4. Week4:
a. Dictionary and dictionary comprehension(Datatype Revision) - (1 day)
b. Functions and its Argument(1 day)
c. Recursive Function(0.5 day)
d. Lambda Function(0.5 day)
e. Built-in Functions(1-2 day)
5. Week5:
a. Module and Packages(1 day)
b. Anaconda(1 day)
c. File Handling(1 day)
d. OS, glob, shutil Module(1 day)
e. Date and Datetime Module
********************************** Mock Interview-2 ************************************* 6. Week6:
a. Exception Handling(1 day)
b. Object Oriented Programming Introduction(1 day)
c. Inheritance(5-Types) (1 day)
d. Encapsulation(1 day)
e. Polymorphism and Abstraction(1 day)
7. Week7:
a. Iterator and Generator (1 day)
b. Decorator(1 day)
c. Regular Expression Functions(1 day)
d. Regular Expression- Pytesseract and pdf2image Library(1 day)