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@@ -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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