Course Content

Course Syllabus

180KB

Python-Certification-Course.pdf

pdf

Syllabus by Week

Week 1

Topics	Details
Python Installation & Fundamentals & Data Types	Python Installation, Basics of Strings, Integers, Floats, Lists, Tuples, Booleans, Comments
Fundamentals & Data Types (contd.)	Sets, Dictionaries, Type Conversion
Conditionals	if, else, elif statement

Review Class

Week 2

Topics	Details
Loops, Iterations & Control Flow	Ranges, Different types of loops, break, continue and pass statement
Loops, Iterations & Control Flow (contd.) & Other Miscellaneous concepts	Problems on ranges, Different types of loops, break, continue and pass statement zip function, iterators
Functions and Error Handling	Basics of function, Scope, Anonymous function or lambdas Exception Handling: Try, Catch, Finally, User defined exceptions

Review Class

Week 3

Topics	Details
Intro to Python Modules	Importing modules, Module Installation, User defined Modules, Numpy, Pandas os, time, glob
Numpy	Array and Vector Operations
Pandas	Reading csv, excel, Dataframe manipulation and data wrangling

Review Class

Week 4

Topics	Details
Matplotlib, Scipy, Sympy	Basic plotting, 2D curves, Statistical problem, Scientific Computation, Symbolic Programming
Introduction to OOP	Classes & Objects, Methods
Advanced OOP concepts	Inheritance, Method overriding, super keyword, Abstraction, Encapsulation

Review Class

Week 5

Topics	Details
Seaborn and Plotly	3D curves and Interactive data visualization
OpenCV and PIL	Introduction to Image processing: resizing, blurring, filtering etc.
Advanced Concepts	First class functions, closure, decorators, file I/O, context managers, generators

Review Class