In this repository, I share codes of the introduction to python courses published on my YouTube channel
In this repository, I share codes of the introduction to python courses published on my YouTube channel
Lesson Number | Topic | Learning Objectives | YouTube Videos |
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00 | (Python)Miniconda Installation - Windows | Installation & Environment variables: 1. How to install Miniconda on Windows 2. How to create different environment variables 3. How to install different python libraries |
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00 | (Python)Miniconda Installation - Linux/Ubuntu | Installation & Environment variables: 1. How to install Miniconda on Linux/Ubuntu 2. How to create different environment variables 3. How to install different python libraries |
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01 | introduction to jupyter notebook | Jupyter Notebook Introduction: 1. How to install Jupyter notebook 2. How to code 3. How to have markdone 4. Learning shortcuts |
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02 | variables & Auto complete | variables: 1. How to assign a value to a variable 2. How to delete a variable 3. How to use Jupyter notebook's Auto-Complete |
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03 | standard Data Types numeric & str | numeric-types: 1. int 2. float 3. complex 4. bool sequence types - string:1. indexing 2. slicing 3. immutable 4. strip 5. split 6. string formatting |
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04 | standard Data Types lists | list: 1. create a list 2. indexing & slicing 3. mixture objects 4. mutable: 1. append 2. extend 3. remove |
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05 | basic operators | operators: 1. Arithmetic Operators 2. Comparison (Relational) Operators 3. Assignment Operators 4. Membership Operators 5. Identity Operators |
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06 | if statement | if_statement: 1. if statements 2. scopes 3. if ... else statements 4. nested if statements 5. Boolean value of different data types |
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07 | loops | loops: 1. while loop 1.while structure 2. For Loop 1. for structure 3. range 1. range structure 2.how to use range in a for loop 4. break & continue keywords |
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08 | loops if else exercises | exercises: There are seven tasks for better understanding the topics |
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09 | data types tuple | tuple: 1. how to create one 2. basic operations 3. indexing 4. slicing 5. immutable |
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10 | data types sets | set: 1. how to create one 2. basic operations 3. indexing 4. add 5. remove 6.how to create an empty set |
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11 | data types dictionaries | dictionaries: 1. how to create one -> key: value 2. how to retrieve a value 3. add a new key, value pair 4. how to delete a key, value pair 5. how to remove a key nad return its value(pop) 6. KeyError 7. how to create an empty dict 8.keys are immutable/unhashable |
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12 | data type conversion | conversion: 1. string digit to int and int to string 2. float to int & int to float 3. set/list to tuple 4. tuple/list to set 5. ValueError 6. TypeError 7. list/tuple to dictionary |
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13 | loops part 02 | loops part-2: 1. Loops over dictionaries 2. Enumerate loops' iterations 3. Zip for iterating over multiple iterables(lists, tuples, ...) |
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14 | dictionary loops exercises | dictionary & loops exercises: There are four exercises for better understanding the topics |
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15 | functions basics | functions basics: 1. Creating a Function 2. Calling a Function 3. Functions' Arguments 4. Keyword Arguments 5. Default Arguments |
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16 | functions docstring | functions docstrings: 1. Docstrings 2. Tests 3. Test Failures |
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17 | functions type hints | functions type-hint: 1. Defining Type Hints 2. Typing Module |
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18 | functions advanced | functions advanced: 1. Function Scopes 2. global keyword 3. mutable and immutable input arguments 4. args, kwargs, *, and ** unpacking 5. pass statement & Ellipsis Mark 5. Mandatory positional and keyword arguments |
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19 | comprehension single-line-if-statement | comprehension single-line-if-statement: 1. Single line if statement 2. List Comprehension 3. Dictionary Comprehension 4. Set Comprehension 5. Tuple comprehension |
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20 | File Handling OS & Shutil | File Handling OS & Shutil: 1. Opening 2. Reading 3. Encoding 4. Closing & Context Manger 5. Seek 6. Writing 7. OS 8. Shutil |
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21 | Try & Except | Try Except : 1. Error Types 2. Exception Handling 3. Raise An Exception 4. Speed Test 5. Exercise |
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22 | collections | collections : 1. ChainMap 2. namedtuple 3. Counter 4. defaultdict |
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