What you’ll learn

Welcome to our Python Mini E-Degree certification program. It will provide comprehensive & focused training on one of the hottest & most influential programming languages throughout the world.

Python is not only known for its versatility, but also comes with powerful libraries for creating web applications, data analysis, machine learning solutions, and cloud computing software. With its increased reach, high demand & growing popularity, you will get unparalleled opportunities by learning Python.

We at Eduonix understand the massive impact that Python has created in the programming biosphere. In order to cater to all your learning needs, we have brought together some of the top Python experts to create this fully immersive project-driven, and to-the-point curriculum that will guarantee a complete & in-depth understanding of Python.

Module 1 - Python Fundamentals

Are you new to Python or looking to increase your skills? Python is a language becoming more common in every branch of computer science - whether it’s data science or application building. In this 1st Module you’ll begin you from the lowest levels of Python program to advance - industry ready skills to help you stand out among applicants. After completing this course you’ll be able to confidently approach problems in any field leveraging the power of Python.

What You Will Learn

• Learn your first Python program - input and outputs with multiple data types.
• Learn all essential data skills. Work with textual data, numeric data, lists, dictionaries, and dataframes. Operations upon and summarizing all data types!
• Loops and conditional statements. Optimize your data transformations with loops and conditional statements. Learn to write programs to execute specific goals on text and numbers!
• Advanced topics like GUIs! Create customization graphic user interfaces, that allow for on the fly updates to coding.

Module 2 - Web Development using Python and Django

In this 2nd Module you'll explore web-based Python technologies in order to build solid, scalable backends for regular web applications. Once you’ve completed this course you’ll be able to build small and large web applications, and even a small frontend to showcase what you’ve done all within the Django framework. We’ll be reviewing industry best practices such as MVC which you’ll be able to carry through into any real life problem.

What You Will Learn

• How to build web applications with Django
• How to compartmentalize them to make coding simple (and have less bugs!)
• How to use a database with Django to store persistent data
• How to speed up development by using Django plugins
• How to unit test and debug your Django application

Module 3 - Applied Python for Data Science & Machine Learning

In this 3rd Module named Machine Learning and Data Science are one of the hottest technologies in the world, with one of the best salaries paid out as per multiple surveys.
This comprehensive course will introduce and help you master the practical aspects of Machine Learning and Data Science using Python. You will learn how to apply your Python knowledge to this exciting field using few very powerful libraries such as Numpy, Pandas, Matplotlib and SciKit-Learn. You will also learn various classification, regression and clustering algorithms.

What You Will Learn

• Introduction to Machine Learning
• How to use SciKit-Learn for Machine Learning
• How to work with numerical data like arrays and matrix with Numpy
• How to read, transform and perform basic data Analysis with Pandas
• How to visualize data with Matplotlib and Seaborn
• What is Regression and how Linear Regression and Logistic Regression work
• How to use Decision trees and Random Forest and compare the accuracy
• Supervised learning with Support Vector Machine
• How to Reduce Dimensions using Principal Component analysis