@@ -7,24 +7,24 @@ These notes are currently used to refresh your knowledge and showcase the import
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- [ Data Structures And Algorithmic Thinking With Python] ( https://www.amazon.com/Data-Structure-Algorithmic-Thinking-Python/dp/8192107590 )
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- [ Youtube playlist] ( https://www.youtube.com/watch?v=0IAPZzGSbME&list=PLDN4rrl48XKpZkf03iYFl-O29szjTrs_O ) [ If you are a begineer]
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- [ CLRS book] ( https://www.amazon.com/Introduction-Algorithms-3rd-MIT-Press/dp/0262033844 ) [ If you are an academic] .
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+ Also, PhD courses at University of Central Florida and Udacity nanodegree:
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+ - [ Udacity Nano Degree: Data Structures and Algorithms] ( https://www.udacity.com/course/data-structures-and-algorithms-nanodegree--nd256 )
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+ - [ COT 5405: Design & Analysis Algorithms] ( http://www.cs.ucf.edu/~sharma/COT5405 )
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+ - [ COT 6410: Computational Complexity] ( http://www.cs.ucf.edu/courses/cot6410/Spring2021/COT6410Spring2021.html )
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- List of problems:
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+ Overview of problems:
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+ - [ Interview Problems for ML engineers] ( https://mlengineer.io/common-leetcode-questions-by-categories-532b301130b )
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- [ Interview Problems + Solutions] ( https://github.com/ashfarhangi/Data-Structures-and-Algorithms/blob/master/Leetcode-Problems.ipynb )
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Machine Learning Inteviews:
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- [ Cracking ML inteviews] ( https://github.com/shafaypro/CrackingMachineLearningInterview )
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- - Monday, January 24, 2022
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+ - [ Machine Learning Interviews ] ( https://github.com/khangich/machine-learning-interview )
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- - Machine Learning Interviews [ ] ( https://mlengineer.io/common-leetcode-questions-by-categories-532b301130b ) [ ] ( https://github.com/khangich/machine-learning-interview )
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- Practice the following:
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+ Practice problems:
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- [ Problem sets from textbook] ( https://www.amazon.com/Data-Structure-Algorithmic-Thinking-Python/dp/8192107590 )
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- [ Online programming] ( https://leetcode.com/ )
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- My personal experience stems from PhD courses at UCF and Udacity nanodegree:
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- - [ Udacity nano degree: Data Structures and Algorithms] ( https://www.udacity.com/course/data-structures-and-algorithms-nanodegree--nd256 )
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- - [ COT 5405: Design & Analysis Algorithms] ( http://www.cs.ucf.edu/~sharma/COT5405 )
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- - [ COT 6410: Computational Complexity] ( http://www.cs.ucf.edu/courses/cot6410/Spring2021/COT6410Spring2021.html )
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## 1. Orientation to the Machine Learning Foundations Series
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- [ Data Structures, Algorithms, and Machine Learning Optimization] ( https://www.oreilly.com/library/view/data-structures-algorithms/9780137644889/ )
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