{"id":27277158,"url":"https://github.com/pooya-mohammadi/intro_to_python","last_synced_at":"2025-04-11T16:57:59.505Z","repository":{"id":51001451,"uuid":"224976898","full_name":"pooya-mohammadi/intro_to_python","owner":"pooya-mohammadi","description":"In this repository, I share codes of the introduction to python courses published on my YouTube channel","archived":false,"fork":false,"pushed_at":"2022-12-23T13:43:15.000Z","size":3202,"stargazers_count":33,"open_issues_count":1,"forks_count":3,"subscribers_count":2,"default_branch":"main","last_synced_at":"2023-03-05T06:39:46.889Z","etag":null,"topics":["course","deep-learning","dictionary","list","numpy","pandas","python","tuple"],"latest_commit_sha":null,"homepage":"https://youtube.com/playlist?list=PL2g_5adpoaeLU_lA-6kIDZk2uiH-LOpal","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# intro to python \n\u003cp align=\"center\"\u003e\u003cimg src=\"https://besthqwallpapers.com/Uploads/17-2-2020/121822/thumb2-python-glitter-logo-programming-language-grid-metal-background-python-creative.jpg\"  width=\"1024\" height=\"512\" border=\"10\" /\u003e\u003c/p\u003e\n\nIn this repository, I share codes of the introduction to python courses published on my [YouTube channel](https://youtube.com/playlist?list=PL2g_5adpoaeLU_lA-6kIDZk2uiH-LOpal)\n\n\n# Table of Contents:\n\n| Lesson Number | Topic                                                                                                                                   | Learning Objectives                                                                                                                                                                                                                                                                                                                   | YouTube Videos                                                                                                                                                                                  |\n|---------------|-----------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| 00            | (Python)Miniconda Installation - Windows                                                                                                | **Installation \u0026 Environment variables:** \u003cp\u003e 1. How to install Miniconda on Windows\u003c/br\u003e  2. How to create different environment variables\u003c/br\u003e 3. How to install different python libraries\u003c/p\u003e                                                                                                                                     | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/xfcec_VwL5g\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/xfcec_VwL5g/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |\n| 00            | (Python)Miniconda Installation - Linux/Ubuntu                                                                                           | **Installation \u0026 Environment variables:** \u003cp\u003e 1. How to install Miniconda on Linux/Ubuntu\u003c/br\u003e  2. How to create different environment variables\u003c/br\u003e 3. How to install different python libraries\u003c/p\u003e                                                                                                                                | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/2Gawpug0vQg\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/2Gawpug0vQg/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |\n| 01            | [introduction to jupyter notebook](https://github.com/pooya-mohammadi/intro_to_python/blob/main/01_jupyter_notebook_introduction.ipynb) | **Jupyter Notebook Introduction:** \u003cp\u003e 1. How to install Jupyter notebook\u003c/br\u003e  2. How to code\u003c/br\u003e 3. How to have markdone\u003c/br\u003e  4. Learning shortcuts\u003c/p\u003e                                                                                                                                                                           | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/74xsoC8D7E4\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/74xsoC8D7E4/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               | \n| 02            | [variables \u0026 Auto complete](https://github.com/pooya-mohammadi/intro_to_python/blob/main/02_variables_autocomplete.ipynb)               | **variables:**   \u003cp\u003e 1. How to assign a value to a variable\u003c/br\u003e  2. How to delete a variable\u003c/br\u003e 3. How to use Jupyter notebook's Auto-Complete\u003c/p\u003e                                                                                                                                                                                 | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/GZeYrpFSZ1g\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/GZeYrpFSZ1g/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |                                                       \n| 03            | [standard Data Types numeric  \u0026 str](https://github.com/pooya-mohammadi/intro_to_python/blob/main/03_data_types_strings.ipynb)          | **numeric-types:** \u003cp\u003e  1. int\u003c/br\u003e 2. float\u003c/br\u003e 3. complex\u003c/br\u003e 4. bool\u003c/p\u003e **sequence types - string:** \u003cp\u003e 1. indexing \u003c/br\u003e  2. slicing \u003c/br\u003e 3. immutable \u003c/br\u003e 4. strip \u003c/br\u003e 5. split \u003c/br\u003e 6. string formatting      \u003c/p\u003e                                                                                                    | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/qeShcnPsExo\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/qeShcnPsExo/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |\n| 04            | [standard Data Types lists](https://github.com/pooya-mohammadi/intro_to_python/blob/main/04_data_types_lists.ipynb)                     | **list:**    \u003cp\u003e 1. create a list\u003c/br\u003e 2. indexing \u0026 slicing\u003c/br\u003e 3. mixture objects\u003c/br\u003e 4. mutable: \u003c/br\u003e \u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;1. append \u003c/br\u003e \u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;2. extend \u003c/br\u003e \u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;3. remove \u003c/p\u003e                                                                                  | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/wQIVS0Ve4ng\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/wQIVS0Ve4ng/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               | \n| 05            | [basic operators](https://github.com/pooya-mohammadi/intro_to_python/blob/main/05_basic_operators.ipynb)                                | **operators:**    \u003cp\u003e 1. Arithmetic Operators\u003c/br\u003e 2. Comparison (Relational) Operators\u003c/br\u003e    3. Assignment Operators\u003c/br\u003e  4. Membership Operators\u003c/br\u003e  5. Identity Operators\u003cp\u003e                                                                                                                                                  | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/MLopGMf5JOI\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/MLopGMf5JOI/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |                                                                                                                                                                                      \n| 06            | [if statement](https://github.com/pooya-mohammadi/intro_to_python/blob/main/06_if_statement.ipynb)                                      | **if_statement:**   \u003cp\u003e  1. if statements\u003c/br\u003e 2. scopes\u003c/br\u003e    3. if ... else statements\u003c/br\u003e  4. nested if statements\u003c/br\u003e  5. Boolean value of different data types\u003cp\u003e                                                                                                                                                            | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/EdnuGYL9Hr4\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/EdnuGYL9Hr4/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |                                                                                                                                                                                       \n| 07            | [loops](https://github.com/pooya-mohammadi/intro_to_python/blob/main/07_loops.ipynb)                                                    | **loops:**    \u003cp\u003e  1. while loop  1.while structure\u003c/br\u003e  2. For Loop  1. for structure\u003c/br\u003e     3. range  1. range structure\u003c/br\u003e  2.how to use range in a for loop\u003c/br\u003e  4. break \u0026 continue keywords\u003cp\u003e                                                                                                                            | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/qX4QCv9C1u0\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/qX4QCv9C1u0/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |                                                                                                                                                                                       \n| 08            | [loops if else exercises](https://github.com/pooya-mohammadi/intro_to_python/blob/main/08_loops_if_else_exercises.ipynb)                | **exercises:** \u003cp\u003e  There are seven tasks for better understanding the topics                                                                                                                                                                                                                                                         | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/D1mYENdLcRE\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/D1mYENdLcRE/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |                                                                                                                                                                                       \n| 09            | [data types tuple](https://github.com/pooya-mohammadi/intro_to_python/blob/main/09_data_types_tuple.ipynb)                              | **tuple:**   \u003cp\u003e  1. how to create one\u003c/br\u003e 2. basic operations\u003c/br\u003e    3. indexing\u003c/br\u003e  4. slicing\u003c/br\u003e  5. immutable\u003cp\u003e                                                                                                                                                                                                            | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/PvSGz4f65Z4\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/PvSGz4f65Z4/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |                                                                                                                                                                                       \n| 10            | [data types sets](https://github.com/pooya-mohammadi/intro_to_python/blob/main/10_data_types_sets.ipynb)                                | **set:**   \u003cp\u003e  1. how to create one\u003c/br\u003e 2. basic operations\u003c/br\u003e    3. indexing\u003c/br\u003e  4. add\u003c/br\u003e  5. remove\u003c/br\u003e   6.how to create an empty set\u003cp\u003e                                                                                                                                                                                 | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/Li_MYjTOHSM\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/Li_MYjTOHSM/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |                                                                                                                                                                                       \n| 11            | [data types dictionaries](https://github.com/pooya-mohammadi/intro_to_python/blob/main/11_data_types_dictionaries.ipynb)                | **dictionaries:**    \u003cp\u003e 1. how to create one -\u003e key: value\u003c/br\u003e 2. how to retrieve a value\u003c/br\u003e    3. add a new key, value pair\u003c/br\u003e  4. how to delete a key, value pair\u003c/br\u003e  5. how to remove a key nad return its value(pop)\u003c/br\u003e   6. KeyError\u003c/br\u003e     7. how to create an empty dict\u003c/br\u003e  8.keys are immutable/unhashable \u003cp\u003e | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/4sKx9C4csuU\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/4sKx9C4csuU/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |  \n| 12            | [data type conversion](https://github.com/pooya-mohammadi/intro_to_python/blob/main/12_data_type_conversion.ipynb)                      | **conversion:**    \u003cp\u003e 1. string digit to int and int to string\u003c/br\u003e 2. float to int \u0026 int to float\u003c/br\u003e    3. set/list to tuple\u003c/br\u003e  4. tuple/list to set\u003c/br\u003e  5. ValueError\u003c/br\u003e   6. TypeError\u003c/br\u003e     7. list/tuple to dictionary\u003cp\u003e                                                                                           | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/bP29wgRfy00\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/bP29wgRfy00/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |  \n| 13            | [loops part 02](https://github.com/pooya-mohammadi/intro_to_python/blob/main/13_loops_part_02.ipynb)                                    | **loops part-2:** \u003cp\u003e 1. Loops over dictionaries\u003c/br\u003e 2. Enumerate loops' iterations \u003c/br\u003e 3. Zip for iterating over multiple iterables(lists, tuples, ...)                                                                                                                                                                           | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/cEfDSOQjuJ8\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/cEfDSOQjuJ8/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |                                                                                                                                                                              \n| 14            | [dictionary loops exercises](https://github.com/pooya-mohammadi/intro_to_python/blob/main/14_dictionary_loops_exercises.ipynb)          | **dictionary \u0026 loops exercises:** \u003cp\u003e There are four exercises for better understanding the topics             \u003c/p\u003e                                                                                                                                                                                                                   | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/cEfDSOQjuJ8\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/cEfDSOQjuJ8/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |  \n| 15            | [functions basics](https://github.com/pooya-mohammadi/intro_to_python/blob/main/15_function_basics.ipynb)                               | **functions basics:** \u003cp\u003e 1. Creating a Function\u003c/br\u003e 2. Calling a Function \u003c/br\u003e 3. Functions' Arguments\u003c/br\u003e 4. Keyword Arguments\u003c/br\u003e 5. Default Arguments \u003c/p\u003e                                                                                                                                                                    | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/-sKUE4AR7h8\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/-sKUE4AR7h8/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |  \n| 16            | [functions docstring](https://github.com/pooya-mohammadi/intro_to_python/blob/main/16_function_docstrings.ipynb)                        | **functions docstrings:** \u003cp\u003e 1. Docstrings \u003c/br\u003e 2. Tests \u003c/br\u003e 3. Test Failures \u003c/p\u003e                                                                                                                                                                                                                                                | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/I-z9fG52nPk\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/I-z9fG52nPk/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |  \n| 17            | [functions type hints](https://github.com/pooya-mohammadi/intro_to_python/blob/main/17_functions_type_hints.ipynb)                      | **functions type-hint:** \u003cp\u003e 1. Defining Type Hints \u003c/br\u003e 2. Typing Module \u003c/p\u003e                                                                                                                                                                                                                                                       | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/wChc2Bb0fd8\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/wChc2Bb0fd8/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |   \n| 18            | [functions advanced](https://github.com/pooya-mohammadi/intro_to_python/blob/main/18_functions_advanced.ipynb)                          | **functions advanced:** \u003cp\u003e 1. Function Scopes \u003c/br\u003e 2. global keyword\u003c/br\u003e 3. mutable and immutable input arguments \u003c/br\u003e 4. args, kwargs, *, and ** unpacking  \u003c/br\u003e 5. pass statement \u0026 Ellipsis Mark \u003c/br\u003e 5. Mandatory positional and keyword arguments \u003c/p\u003e                                                                     | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/ytHK53cwX9w\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/ytHK53cwX9w/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |  \n| 19            | [comprehension single-line-if-statement](https://github.com/pooya-mohammadi/intro_to_python/blob/main/19_comprehension_single_if.ipynb) | **comprehension single-line-if-statement:** \u003cp\u003e 1. Single line if statement \u003c/br\u003e 2. List Comprehension\u003c/br\u003e 3. Dictionary Comprehension\u003c/br\u003e 4. Set Comprehension \u003c/br\u003e 5. Tuple comprehension  \u003c/p\u003e                                                                                                                                 | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/1N-wSqClXnc\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/1N-wSqClXnc/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |  \n| 20            | [File Handling OS \u0026 Shutil](https://github.com/pooya-mohammadi/intro_to_python/blob/main/20_file_handling.ipynb)                        | **File Handling OS \u0026 Shutil:** \u003cp\u003e 1. Opening \u003c/br\u003e 2. Reading\u003c/br\u003e 3. Encoding \u003c/br\u003e 4. Closing \u0026 Context Manger \u003c/br\u003e 5. Seek \u003c/br\u003e 6. Writing \u003c/br\u003e 7. OS \u003c/br\u003e 8. Shutil \u003c/p\u003e                                                                                                                                                     | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/0e2KcPiNwsw\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/0e2KcPiNwsw/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |  \n| 21            | [Try \u0026 Except](https://github.com/pooya-mohammadi/intro_to_python/blob/main/21_try_except.ipynb)                                        | **Try Except :**\u003cp\u003e 1. Error Types \u003c/br\u003e 2. Exception Handling\u003c/br\u003e 3. Raise An Exception \u003c/br\u003e 4. Speed Test\u003c/br\u003e 5. Exercise \u003c/p\u003e                                                                                                                                                                                                   | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/HXDdFdT-M3I\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/HXDdFdT-M3I/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |  \n| 22            | [collections](https://github.com/pooya-mohammadi/intro_to_python/blob/main/22_collections.ipynb)                                        | **collections :**\u003cp\u003e 1. ChainMap \u003c/br\u003e 2. namedtuple \u003c/br\u003e 3. Counter \u003c/br\u003e 4. defaultdict \u003c/p\u003e                                                                                                                                                                                                                                       | \u003cp align=\"center\"\u003e\u003ca href=\"https://youtu.be/zEU6GZuANcA\" target=\"_blank\"\u003e\u003cimg src=\"https://img.youtube.com/vi/zEU6GZuANcA/0.jpg\"  width=\"360\" height=\"160\" border=\"10\" /\u003e\u003c/a\u003e\u003c/p\u003e               |  \n\n\n\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n## 🌟 Spread the word!\n\nI would appreciate it if you could support the active development of this repo by:\n- Adding a GitHub Star to the project!\n- Following my profile [https://github.com/pooya-mohammadi](https://github.com/pooya-mohammadi) on GitHub\n- Following my profile [https://youtube.com/PooyaMohammadiKazaj](https://youtube.com/PooyaMohammadiKazaj) on YouTube\n- Following my profile [https://www.linkedin.com/in/pooya-mohammadi](https://www.linkedin.com/in/pooya-mohammadi/) on LinkedIn\n\nThank you so much for your interest in growing the reach of the repo!\n\u003cp align=\"right\"\u003e(\u003ca href=\"#top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n## 🤝 Contact\nYou contact from following ways:\n- 🍀LinkedIn www.linkedin.com/in/pooya-mohammadi\n- 🍀Email: pooyamohammadikazaj@gmail.com\n\u003cp align=\"right\"\u003e(\u003ca href=\"#top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n## ⚠️ License\n\nDistributed under the MIT License. See `LICENSE` for more information.\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpooya-mohammadi%2Fintro_to_python","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpooya-mohammadi%2Fintro_to_python","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpooya-mohammadi%2Fintro_to_python/lists"}