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### Get Started: Programming and Python Data Structures
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* Iteration and Recursion
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* Bit Manipulation
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* **Python Data Structures**: [PDF](https://github.com/liyin2015/Algorithms-and-Coding-Interviews/blob/master/Python%20Data%20Structure.pdf), [source code](https://nbviewer.jupyter.org/github/liyin2015/Algorithms-and-Coding-Interviews/blob/master/chapter_python_datastrcutures.ipynb)
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* [**Python Data Structures**:](https://github.com/liyin2015/Algorithms-and-Coding-Interviews/blob/master/Python%20Data%20Structure.pdf), [source code](https://nbviewer.jupyter.org/github/liyin2015/Algorithms-and-Coding-Interviews/blob/master/chapter_python_datastrcutures.ipynb)
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### Core Principles: Algorithm Design and Analysis
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* Complexity Analysis
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* Search Strategies: [PDF](https://github.com/liyin2015/Algorithms-and-Coding-Interviews/blob/master/search_strategies.pdf), [source code: Graph Search](https://nbviewer.jupyter.org/github/liyin2015/Algorithms-and-Coding-Interviews/blob/master/chapter_search_strategies.ipynb), [source code: Tree Traversal](https://nbviewer.jupyter.org/github/liyin2015/Algorithms-and-Coding-Interviews/blob/master/chapter_tree_data_structure_and_traversal.ipynb)
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* Combinatorial Search: [PDF](https://github.com/liyin2015/Algorithms-and-Coding-Interviews/blob/master/combinatorial_search.pdf), [source code](https://github.com/liyin2015/Algorithms-and-Coding-Interviews/blob/master/chapter_combinatorial_search.ipynb)
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* [Search Strategies:](https://github.com/liyin2015/Algorithms-and-Coding-Interviews/blob/master/search_strategies.pdf), [source code: Graph Search](https://nbviewer.jupyter.org/github/liyin2015/Algorithms-and-Coding-Interviews/blob/master/chapter_search_strategies.ipynb), [source code: Tree Traversal](https://nbviewer.jupyter.org/github/liyin2015/Algorithms-and-Coding-Interviews/blob/master/chapter_tree_data_structure_and_traversal.ipynb)
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* [Combinatorial Search:](https://github.com/liyin2015/Algorithms-and-Coding-Interviews/blob/master/combinatorial_search.pdf), [source code](https://github.com/liyin2015/Algorithms-and-Coding-Interviews/blob/master/chapter_combinatorial_search.ipynb)
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* Reduce and Conquer
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* **Decrease and Conquer**
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> * [Binary Search, Binary Search Tree, and Segment Tree](https://github.com/liyin2015/Algorithms-and-Coding-Interviews/blob/master/decrease_and_conquer.pdf), [source code](https://nbviewer.jupyter.org/github/liyin2015/Algorithms-and-Coding-Interviews/blob/master/chapter_decrease_and_conquer.ipynb)
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* **Sorting and Selection**: [PDF](https://github.com/liyin2015/Algorithms-and-Coding-Interviews/blob/master/sorting_algorithms_with_python3.pdf), [source code: sorting algorithms](https://nbviewer.jupyter.org/github/liyin2015/Algorithms-and-Coding-Interviews/blob/master/chapter_sorting_and_selection_algorithms.ipynb), [source code: Python comparison and sort functions](https://nbviewer.jupyter.org/github/liyin2015/Algorithms-and-Coding-Interviews/blob/master/chapter_python_comparison_sorting.ipynb)
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* [**Sorting and Selection**](https://github.com/liyin2015/Algorithms-and-Coding-Interviews/blob/master/sorting_algorithms_with_python3.pdf), [source code: sorting algorithms](https://nbviewer.jupyter.org/github/liyin2015/Algorithms-and-Coding-Interviews/blob/master/chapter_sorting_and_selection_algorithms.ipynb), [source code: Python comparison and sort functions](https://nbviewer.jupyter.org/github/liyin2015/Algorithms-and-Coding-Interviews/blob/master/chapter_python_comparison_sorting.ipynb)
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* Dynamic Programming
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* Greedy Algorithms
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### Advanced Algorithms
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* Advanced Data Structures
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* **Advanced Search on Linear Data Structures**: [PDF](https://github.com/liyin2015/Algorithms-and-Coding-Interviews/blob/master/advanced_search_on_linear_data_structures.pdf), [source code](https://nbviewer.jupyter.org/github/liyin2015/Algorithms-and-Coding-Interviews/blob/master/Advanced_Search_on_Linear_Data_Structures.ipynb)
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* [**Advanced Search on Linear Data Structures**:](https://github.com/liyin2015/Algorithms-and-Coding-Interviews/blob/master/advanced_search_on_linear_data_structures.pdf), [source code](https://nbviewer.jupyter.org/github/liyin2015/Algorithms-and-Coding-Interviews/blob/master/Advanced_Search_on_Linear_Data_Structures.ipynb)
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* Advanced Graph Algorithms: [PDF](https://github.com/liyin2015/Algorithms-and-Coding-Interviews/blob/master/chapters_pdf/chapter_advanced_graph_algorithm.pdf)
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* String Pattern Matches
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* Math and Geometry Algorithms

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