Python Programming Certification Course

Learn to code in Python with ease in just 30 days; Get trained by mentors from IIT

Created By: Akshat Goel

Course Duration : 7 Years

Free

Ratings

2510 Ratings | 4786 Enrollments

Includes

  • Writing actual Python Codes

  • Developing Algorithm plus their implementation

What will I learn?

  • Using and fully understanding object-oriented design

  • Understanding Data Structures in Python

  • Using Python for Database Applications

  • Analysing Programme Performance and Efficiency

Description

This is a carefully designed certification programme which will help you start learning python from scratch. So, even if you don't have any background in programming, you don't have to worry. 

As you proceed further in the course, you will transform from a beginner to an expert programmer in Python. This course will open your gateway to currently most demanding areas like Natural Language Proceesing, Artificial Intelligence and Machine Learning as applications in these areas are mostly developed using Python.

Through a combination of videos, real-world code examples, quizzes this course makes sure you are able to think Python, and design and build real-world applications by the end of it. 

Curriculum

Introduction

  • Introduction to Python

  • Setting up IDE

String Manipulation

  • Variables

  • String Manipulation

Data Structures

  • Lists and Tuples

  • Dictionaries

  • List and Tuples Functions

  • Dictionary Functions and Input from Users

Control Loops

  • IF

  • Else

  • Nested IFs

  • While

  • For

  • Break

  • Nested Loops

Functions

  • What is a Function?

  • Write your own Function

  • Structure and Skeleton of Functions

  • Anonymous Functions

Object Oriented Programming

  • OOP, Objects and Classes

  • Objects and Classes continued

Modules and Packages

  • What are Modules and Packages?

  • Import our own Files and Packages

Exceptions

  • What are Exceptions?

  • Write your own Exceptions

File Handling

  • What is a File? What is File Handling?

  • Read and Write a File

  • More Functions in File Handling

  • Pickle

Networking

  • Basics of Networking

  • Writing a Server Code

  • Writing a Client-side Code

  • Testing your Network

Numpy

  • Installation

  • Arrays vs Lists

  • Creating Arrays

  • DType Object

  • Numerical Operations on Arrays

  • Python, Random and Probability

  • Weighted Probabilities

  • Weighted Random Choice

  • Weighted Sample and Cartesian choice

  • Created Synthetical Data

  • Boolean Indexing

  • Matrix Arithematics

  • Reading and Writing ndarray

Pandas Introduction

  • Data Visualization with Pandas and Python

  • Python Date and Time

  • Python, Pandas and Time-series

  • Linear Combinations

Matplotlib

  • Spines and Ticks

  • Legends and Annotations

  • Multiple Figures and Axes

  • Histograms

  • Contour Plots

  • Python Image Processing

  • Image Processing Techniques

Introduction to Advance Python

  • Sys Module

  • Python and Python Shell

Python Threads

  • Introduction to Threads

  • Creating Threads

  • Threading Class

  • Single Tasking using a thread

Python Networking

  • Introduction to Networking

  • TCP/IP

  • Scanner

Graph Theory

  • Graph Theory and Graphs

  • Matplotlib

  • Network X

Currying in Python

  • Polynomial functions

  • Currying

Machines

  • Finite State of Machines in Python

  • Turing Machine

Applications of Python Implementation

  • Levenshtein distance

  • Towers of Hanoi

WSGI

  • WSGI

SQL

  • Python, SQL, MySQL, SQLite

Final Project

  • Python Scripting

Capstone Project

  • Build your own industry grade, resume ready Project

About Instructors

Akshat Goel

IIT Delhi, 10y+ experience

An IIT Delhi graduate and an acclaimed software engineer.

He has over 8 years of programming experience and has worked in major companies like DeNA, Japan etc. 

Over the last decade, he has worked with multiple technologies. He has in-depth working experience starting from backend languages like Java, Node.js, PHP, Python, and frontend langauges like AngularJs, React.js and jQuery.

He has been working with Android and Hadoop since last couple of years. 

FAQ

How will I learn?

When you get access to the course, you will be able to see the modules within the course. Watch the videos whenever you get time and complete the tests for each module. The self-paced videos have been created by subject matter experts to ensure you learn from the best.

Will I get a certificate?

Yes, when you complete all videos and tests in the course you will be eligible for certification. Your certificate will get unlocked. You can share the certificate with others on social media and add it to your profile.

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