What you'll learn:
- The students will be able to program in python, solve problems, develop own python programs
The course is divided into mainly two parts: basics and advanced.
A person who is beginner or never have done programming can benefit from the course. Those folks who have done some amount of programming can take good benefit of basic topics (Variables, Strings, List, Condition, Loops, Functions, Dictionary, Tuples, File Handling, JSON, Exceptions, Comprehension like List, Dictionary, Tuple ) , advanced topics (Iterator, Generator, Regular Expression, Networking, Web Interaction, Database, SQL, SQLite, Database: Single table, multiple tables, Multi-threading, Multi processing, Custom Modules ), Object Oriented Programming (Classes and Objects, Inheritance, Exceptions, Iterator) and Numpy.
All these topics are taught as concept and hands-on practicals. Python has exponentially growing community around data science, machine learning, web development and more. Python is a language that opens programming access to the world. Python is considered easy to read, write and learn. Plus, it's extremely scalable.
Those students who wish to pursue further courses like Machine Learning, Data Science and Deep Learning will definitely benefit from this course as python happens to form the basis for such courses.
The course contents are:
Python
Why python?
Installation of Development Environment
Variables, Strings, List
Condition, Loops,
Functions
Dictionary
Tuples
File Handling
JSON
Exceptions
Comprehension (List, Dictionary, Tuple)
Advanced Topics
Iterator
Generator
Regular Expression
Networking, Web Interaction
Database, SQL, SQLite
Database: Single table, multiple tables
Multi-threading,
Multi processing
Custom Modules
Objected Oriented Programming
Classes and Objects
Inheritance,
Exceptions,
Iterator
NumPy
Numpy array operations
Indexing
Slicing
Stacking
Various hands-on practicals and exercises are also provided as part of recordings. The python programs (code) are provided as resources to various hands-on / practical videos.
