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#course #deep-learning #dictionary #list #numpy #pandas #python #tuple

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README

intro to python

In this repository, I share codes of the introduction to python courses published on my YouTube channel

| Lesson Number | Topic | Learning Objectives | YouTube Videos | |---------------|-----------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | 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

|

| | 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

|

| | 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

|

| | 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

|

| | 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

|

| | 04 | standard Data Types lists | list:

1. create a list
2. indexing & slicing
3. mixture objects
4. mutable:
     1. append
     2. extend
     3. remove

|

| | 05 | basic operators | operators:

1. Arithmetic Operators
2. Comparison (Relational) Operators
3. Assignment Operators
4. Membership Operators
5. Identity Operators

|

| | 06 | if statement | ifstatement:

1. if statements
2. scopes
3. if ... else statements
4. nested if statements
5. Boolean value of different data types

|

| | 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

|

| | 08 | loops if else exercises | exercises:

There are seven tasks for better understanding the topics |

| | 09 | data types tuple | tuple:

1. how to create one
2. basic operations
3. indexing
4. slicing
5. immutable

|

| | 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

|

| | 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

|

| | 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

|

| | 13 | loops part 02 | loops part-2:

1. Loops over dictionaries
2. Enumerate loops' iterations
3. Zip for iterating over multiple iterables(lists, tuples, ...) |

| | 14 | dictionary loops exercises | dictionary & loops exercises:

There are four exercises for better understanding the topics

|

| | 15 | functions basics | functions basics:

1. Creating a Function
2. Calling a Function
3. Functions' Arguments
4. Keyword Arguments
5. Default Arguments

|

| | 16 | functions docstring | functions docstrings:

1. Docstrings
2. Tests
3. Test Failures

|

| | 17 | functions type hints | functions type-hint:

1. Defining Type Hints
2. Typing Module

|

| | 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

|