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  Before you attempt the quiz , we strongly encourage you to consider these highly recommended (and free!) online resources we have curated to help you prepare: Mathematics for Machine Learning : Comprehensive coverage of linear algebra, calculus, and probability. Algebra Basics at Khan Academy : Foundations, algebraic expressions, linear equations and inequalities, graphing lines and slope Statistics and Probability at Khan Academy : Displaying and comparing quantitative data, summarizing quantitative data, modeling data distributions. Python at LearnPython.org : Learn the Basics Applied Data Science Lab : WQU’s own Applied Data Science Lab is free and always available. The Applied Data Science Lab teaches you the Python and Machine Learning skills needed to succeed in the Deep Learning Fundamentals Lab.

optimization check for optimizations.optimization can be reduction of code.It can be like converting code more organised by rearranging thing so code is mainatable and revent peaces of code is at one place itself. you can use oops style too. implement changes without introducing or inventing new bugs Development plan the pieces in the code.keep them together.test every piece with robust test before integrating them together .here pieces can be functions.