Python-Basics-Algorithms-Data-Structures-Object-Oriented-Programming-Job-Interview-Questions

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Python-Basics-Algorithms-Data-Structures-Object-Oriented-Programming-Job-Interview-Questions

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Hello, this repo is a repository I've compiled with basic python exercises, algorithms, data structures, object-oriented programming, questions in job interviews (on data science, machine learning and deep learning), clean code and git usage.

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# Python Basics, Algorithms, Data Structures, Object Oriented Programming, Job Interview Questions

Hello, this repo is a repository I've compiled with basic python exercises, algorithms, data structures, object-oriented programming, questions in job interviews (on data science, machine learning and deep learning), clean code and git usage.

You can find all the resources I used to create the repo in the reference section. Enjoy it

**Table of Contents**

- [Folders and Files Tree in this Repo](#folders-and-files-tree-in-this-repo)
  - [📂Git Handbook](#git-handbook)
  - [📂Job Interview Questions](#job-interview-questions)
  - [📂Object Oriented Programming](#object-oriented-programming)
  - [📂Python](#python)
  - [📂Clean Code](#clean-code)
  - [📂Data Structures](#data-structures)
  - [📂Algorithms](#algorithms)
- [📝 License](#-license)
- [👨‍🚀 Show your support](#-show-your-support)
- [References:](#references)
  - [Clean Code](#clean-code-1)
  - [Data Structures](#data-structures-1)
  - [Interview_Questions](#interview_questions)

## Folders and Files Tree in this Repo

### 📂Git Handbook  
 ┃📜git-cheat-sheet-education.pdf  
 ┃📜github-git-cheat-sheet.pdf  
 ┃ ┗ 📜SWTM-2088_Atlassian-Git-Cheatsheet.pdf

### 📂Job Interview Questions  
 ┃📜BecomingHumanCheatSheets.pdf  
 ┃📜Data Science interview questions.pdf  
 ┃📜Data-Science-Interview-Questions-and-Answers-General-.md  
 ┃ ┗ 📜The Ultimate Guide to Machine Learning Job Interviews.pdf

### 📂Object Oriented Programming  
 ┃📜abstract class.py  
 ┃📜attributes-encapsulation-inheritance-overriding-polymorphism.py  
 ┃📜encapsulation.py  
 ┃📜inheritance.py  
 ┃📜overriding.py  
 ┃ ┗ 📜polymorphism.py

### 📂Python  
 ┃ ┗ 📜python-exercise.ipynb

### 📂Clean Code  
 ┃📜clean-architecture.md  
 ┃📜clean_code.md  
 ┃📜clean_code_summary.md  
 ┃ ┗ 📜costemaxime_summary-of-clean-code-by-robert-c-martin.pdf

### 📂Data Structures  
 ┃📂Arrays  
 ┃ ┃📜Array (Dizi) Yapısı.ipynb  
 ┃ ┃📜array big o.jpg  
 ┃ ┃ ┗ 📜dynamicAr.jpg  
 ┃📂Deque  
 ┃ ┃📜circular-deque.py  
 ┃ ┃ ┗ 📜deque.py  
 ┃📂Linked-lists  
 ┃ ┃📂circular-doubly-linked-list  
 ┃ ┃ ┃📜list.py  
 ┃ ┃ ┃ ┗ 📜node.py  
 ┃ ┃📂circular-singly-linked-list  
 ┃ ┃ ┃📜list.py  
 ┃ ┃ ┃ ┗ 📜node.py  
 ┃ ┃📂doubly-linked-list  
 ┃ ┃ ┃📜list.py  
 ┃ ┃ ┃ ┗ 📜node.py  
 ┃ ┃ ┗ 📂singly-linked-list  
 ┃ ┃ ┃📜list.py  
 ┃ ┃ ┃ ┗ 📜node.py  
 ┃ ┗ 📂Recursion   
 ┃ ┃📜convert-number-iterative.py  
 ┃ ┃📜convert-number.py  
 ┃ ┃📜factorial.py  
 ┃ ┃📜fibonacci-iterative.py  
 ┃ ┃📜fibonacci-memoization.py  
 ┃ ┃📜fibonacci-recursive-worst-solution.py  
 ┃ ┃📜fibonacci-recursive.py  
 ┃ ┃📜fibonacci-sum-recursive.py  
 ┃ ┃📜maze.py  
 ┃ ┃📜palindrome.py  
 ┃ ┃📜reverse-linked-list-iterative.py  
 ┃ ┃📜reverse-linked-list.py  
 ┃ ┃📜reverse-list.py  
 ┃ ┃📜reverse-string.py  
 ┃ ┃📜stack.py  
 ┃ ┃📜sum-numbers-binary-recursion.py  
 ┃ ┃📜sum-numbers-pointer.py  
 ┃ ┃📜sum-numbers-slicing.py  
 ┃ ┃ ┗ 📜towers-of-hanoi.py

### 📂Algorithms  
 ┃📂Graphs and Graph Algorithms  
 ┃ ┃📂breadth-first-search   
 ┃ ┃ ┃📜graph.py  
 ┃ ┃ ┃📜main.py   
 ┃ ┃📂cycle-detection  
 ┃ ┃ ┃📂cycle-detection-directed-graph  
 ┃ ┃ ┃ ┃📜Graph directed cycle.png  
 ┃ ┃ ┃ ┃📜Graph directed no cycle.png  
 ┃ ┃ ┃ ┃📜graph.py  
 ┃ ┃ ┃📂cycle-detection-undirected-graph  
 ┃ ┃ ┃ ┃📜Graph undirected.png  
 ┃ ┃ ┃ ┃📜graph.py   
 ┃ ┃📂depth-first-search  
 ┃ ┃ ┃📂depth-first-search  
 ┃ ┃ ┃ ┃📜graph.py  
 ┃ ┃ ┃ ┃📜main.py   
 ┃ ┃📂graphs  
 ┃ ┃ ┃📂dijkstra  
 ┃ ┃ ┃ ┃📂matrix-impl  
 ┃ ┃ ┃ ┃ ┃📜graph.py  
 ┃ ┃ ┃ ┃ ┃📜main.py   
 ┃ ┃ ┃ ┃ ┗ 📂priority-queue-impl-adjacency-map  
 ┃ ┃ ┃ ┃ ┃📜graph.py  
 ┃ ┃ ┃ ┃ ┃📜main.py  
 ┃ ┃ ┃ ┃ ┃📜priorityqueue.py  
 ┃ ┃ ┃📂is-graph-bipartite  
 ┃ ┃ ┃ ┃📜graph.py  
 ┃ ┃ ┃ ┃📜main.py  
 ┃ ┃ ┃ ┗ 📂prims-algorithm  
 ┃ ┃ ┃ ┃📜graph.py  
 ┃ ┃ ┃ ┃📜main.py  
 ┃ ┃ ┃ ┃📜priorityqueue.py  
 ┃ ┃ ┗ 📂topological-sorting  
 ┃ ┃ ┃📜graph.py  
 ┃ ┃ ┃ ┗ 📜main.py  
 ┃📂Sorting and Searching  
 ┃ ┃📂hashing  
 ┃ ┃ ┃📜HashMap.py  
 ┃ ┃ ┃ ┗ 📜HashMapChaining.py  
 ┃ ┃📂searching  
 ┃ ┃ ┃📂binary search  
 ┃ ┃ ┃ ┃📜iterative.py  
 ┃ ┃ ┃ ┃📜recursive-no-slicing.py  
 ┃ ┃ ┃ ┃ ┗ 📜recursive.py  
 ┃ ┃ ┃📂sequential search  
 ┃ ┃ ┃ ┃📜ordered-list.py  
 ┃ ┃ ┃ ┃ ┗ 📜unordered-list.py  
 ┃ ┃ ┃📜binary-search-iterative.py  
 ┃ ┃ ┃📜binary-search-recursive-pointers.py  
 ┃ ┃ ┃📜binary-search-recursive.py  
 ┃ ┃ ┃📜sequential-search-ordered-list.py  
 ┃ ┃ ┃ ┗ 📜sequential-search-unordered-list.py  
 ┃ ┃ ┗ 📂sorting  
 ┃ ┃ ┃📂bubble sort  
 ┃ ┃ ┃ ┃📜bubble-sort-recursive.py  
 ┃ ┃ ┃ ┃📜bubble-sort.py  
 ┃ ┃ ┃ ┃ ┗ 📜short-bubble.py  
 ┃ ┃ ┃📂heapsort  
 ┃ ┃ ┃ ┃📜binaryheap.py  
 ┃ ┃ ┃ ┃ ┗ 📜main.py  
 ┃ ┃ ┃📂insertion sort  
 ┃ ┃ ┃ ┃ ┗ 📜insertion-sort.py  
 ┃ ┃ ┃📂merge sort  
 ┃ ┃ ┃ ┃📜merge-sort-return-list.py  
 ┃ ┃ ┃ ┃ ┗ 📜merge-sort.py  
 ┃ ┃ ┃📂quicksort  
 ┃ ┃ ┃ ┃📜quick-sort-return-list.py  
 ┃ ┃ ┃ ┃ ┗ 📜quicksort.py  
 ┃ ┃ ┃ ┗ 📂selection sort  
 ┃ ┃ ┃ ┃ ┗ 📜selection-sort.py  
 ┃ ┗ 📂Trees and Tree Algorithms  
 ┃ ┃📂avl tree  
 ┃ ┃ ┃📜avl.py  
 ┃ ┃ ┃ ┗ 📜treenode.py  
 ┃ ┃📂binary heap  
 ┃ ┃ ┃ ┗ 📜binary-heap.py  
 ┃ ┃📂bst  
 ┃ ┃ ┃📜bst.py  
 ┃ ┃ ┃ ┗ 📜treenode.py  
 ┃ ┃📂list representation  
 ┃ ┃ ┃ ┗ 📜tree.py  
 ┃ ┃📂nodes representation  
 ┃ ┃ ┃📜exercise.py  
 ┃ ┃ ┃ ┗ 📜tree.py  
 ┃ ┃📂parse tree  
 ┃ ┃ ┃📜main.py  
 ┃ ┃ ┃📜stack.py  
 ┃ ┃ ┃ ┗ 📜tree.py  
 ┃ ┃📂tree  
 ┃ ┃ ┃ ┗ 📜tree.py  
 ┃ ┃ ┗ 📂tree traversal  
 ┃ ┃ ┃📜exercise01-methods.py  
 ┃ ┃ ┃📜exercise02-functions.py  
 ┃ ┃ ┃📜exercise03-postorder.py  
 ┃ ┃ ┃📜exercise04-inorder.py  
 ┃ ┃ ┃📜preorder-indentation.py  
 ┃ ┃ ┃📜stack.py  
 ┃ ┃ ┃ ┗ 📜tree.py

![](https://raw.githubusercontent.com/bulentsiyah/Python-Basics-Algorithms-Data-Structures-Object-Oriented-Programming-Job-Interview-Questions/master/.images/python_basic.png)

## 📝 License

This project is licensed under [MIT](https://opensource.org/licenses/MIT) license.

## 👨‍🚀 Show your support

Give a ⭐️ if this project helped you!

## References:
https://www.udemy.com/course/object-oriented-programming-masterclass-with-python-a-z/

### Clean Code
https://gist.github.com/wojteklu/73c6914cc446146b8b533c0988cf8d29
https://gist.github.com/leeweiminsg/b31495b05136a29ceff86f5c4967a697
https://gist.github.com/scottashipp/88b3a4d97eaa542842bcf5b08f5bac6d
https://gist.github.com/vaibhavpaliwal/508f4e67f7fd36209f2d92455b39de85
https://gist.github.com/jonnyjava/4f615567f0b55d361654
https://gist.github.com/zhehaowang/b6c9517dc690054670c8638f18a68a42
https://www.youtube.com/playlist?list=PLxw2ybf4zPJ5TncW4_IWqFSGGybTaXs5I

### Data Structures
https://www.udemy.com/course/algorithms-data-structures-and-real-life-python-problems/
https://github.com/Hemant-Jain-Author/Problem-Solving-in-Data-Structures-Algorithms-using-Python
https://github.com/ivanmmarkovic/Problem-Solving-with-Algorithms-and-Data-Structures-using-Python
https://github.com/OmkarPathak/Data-Structures-using-Python/tree/master/Arrays

### Interview_Questions
https://github.com/JifuZhao/120-DS-Interview-Questions/blob/master/DataScience_Interview_Questions.pdf
https://gist.github.com/felipemoraes/c423d1447ee13585e2270b27f174fb13
https://github.com/rbhatia46/Data-Science-Interview-Resources
https://github.com/conordewey3/DS-Career-Resources/blob/master/Interview-Resources.md
https://github.com/khanhnamle1994/cracking-the-data-science-interview/blob/master/DataScience%20Interview%20Questions.pdf
https://github.com/khanhnamle1994/cracking-the-data-science-interview
https://github.com/zhiqiangzhongddu/Data-Science-Interview-Questions-and-Answers-General-
https://www.interviewbit.com/python-interview-questions/
https://www.techbeamers.com/python-interview-questions-programmers/
https://www.youtube.com/watch?v=HGXlFG_Rz4E&ab_channel=edureka%21

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