This is my personal notes and codes for the course. The course covers Best Code Practices and Machine Learning Foundations With AWS.
Lesson 2. Software Engineering Practices Pt I
Exercise 1 - Refactoring code: Wine_quality
Exercise 2 - Optimizing code: Common Books: compare use of For loops, Vectorized operations and use of Sets.
Exercise 3 - Optimizing code: Holiday Gifts: compare use of "For loops" and "Numpy".
Lesson 3. Software Engineering Practices Pt II
Exercise 1:
- Exercise 1.1 - Test Code: Corrected Code X Test Code: Wrong Code
- Exercise 1.2 - Test Code: Improved Unit Test X Test Code: Original Unit Test
Lesson 4. Object Oriented Programming
Exercise 1 - OOP_syntax: Create Shirt_Class
Exercise 2 - OOP_syntax: Create Pants and_SalesPerson Classes
Exercise 3 - OOP_syntax: Create Gaussian Class
Exercise 4 - OOP_syntax: Add Magic Methods to Gaussian Class
Exercise 5 - OOP_syntax: Inheritance exercise
Exercise 6 - OOP_syntax: Inheritance apllied to Gaussian Distribution