ATC-ESSENTIAL-PYTHON - Essential Python

Overview

Duration: 5.0 days

Learn features, advanced functionalities, unit testing and more in this extensive Python training course.

The Python language has been emerging as a very powerful, flexible, and simple programming tool for building all manner of applications. Maybe you're one of the many developers looking get started with Python. If so, then this hands-on language course is just the thing for you.

Objectives

• Install Python and writing basic scripts 
• Language features needed in all applications 
• Advanced functionality such as OO Python, the Pyramid web framework, MongoDB, and Data API 
• Unit testing, debugging, and multi-threaded parallel code in Python

Content

1. Introduction to Python
2. Language Basics
3. Working with Basic Types and Collections
4. Functions
5. Classes
6. Error Handling
7. File I/O
8. Iterator Zen
9. Pythonic/ Idiomatic Python
10. Web Applications in Python (Pyramid)
11. Database Access via SQL Alchemy (ORM model)
12. Database Access (NoSQL /MongoDB)
13. Building Redistributables (Modules and Packages)
14. Debugging and Unit Testing Python
15. Introduction to the Data Science in Python
16. Introduction to Python Pre-Requisites for Data Science
17 .Introduction to Numpy
18. Introduction to Pandas
19. Data Pre-Processing/Cleaning
20. Data Visualizations
21. Statistical Data Analysis
22. Statistical Inference & Relationship Between Variables
23. Introduction to Machine learning

Audience

Developers who need to be effective with Python immediately after the course

Prerequisites

-

Certification

Trainocate Certificate of Attendance