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ATC-ESSENTIAL-PYTHON - Essential Python

Overview

Duration: 5 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

Audience

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

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

Prerequisites

-

Certification

Trainocate Certificate of Attendance

Schedule

Scheduled DateCountryLocationFeesRegister
2021-11-22 - 2021-11-26 Malaysia Kuala Lumpur MYR 3500



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