This is not a comprehensive Python tutorial but instead is intended to highlight the parts of the language that will be most important for getting started.
- Python is very slow when written badly.
- Translate C code into Python is often bad idea.
- Pythonic solution sometimes result in drastic performance improvement.
- Utilise libraries capabilities more than you skill.
This tutorial is written in Python version 3.7.x and uses Jupyter Notebook for implementation. I recommend installing Anaconda distribution, which already includes most of the libraries that are required for this tutorials.
Installation:
- Download Anaconda installer.
- Execute installer and complete the installation.
- Open Anaconda Command Prompt and execute the code.
$ source activate base
$ jupyter notebookGet Notebook:
- Create a Github account if you don't already have one.
- Fork the learn-Python repository to your Github account.
- Clone the forked repository on your local machine.
- 📙 Iterators/Generators/Decorators
- 📰 Iterators, generators and decorators - Tutorial
- 📀 Iterators and Iterables - Youtube
- 📙 Web Scraping
- 📰
- 📀
- 📙 CSV Module
- 📰
- 📀
- 📙 Numpy Operation
- 📰
- 📀
- 📙 Pandas Fundamental
- 📰
- 📀
- 📙 Pandas Data Structure
- 📰
- 📀
- 📙 Pandas Visualisation
- 📰
- 📀
- 📙 MatplotLib Visualisation
- 📰
- 📀
- 📙 Thread/Subprocess
- 📰
- 📀
- 📙 Python Miscellaneous
- 📰
- 📀
- 📙 Python GUI
- 📰
- 📀
- 📙 Python SQL
- 📰
- 📀
- 📙 Error Handling
- 📰
- 📀
- 📙 Unit Testing
- 📰
- 📀
- 📙 Python Application
- 📰
- 📀
- 📙 Python Code Profiling
- 📰
- 📀
- abs() : Returns absolute value of a number
- divmod() : Returns quotient and remainder of integer division
- max() : Returns the largest of the given arguments or items in an iterable
- min() : Returns the smallest of the given arguments or items in an iterable
- pow() : Raises a number to a power
- round() : Rounds a floating-point value
- sum() : Sums the items of an iterable
- ascii() : Returns a string containing a printable representation of an object
- bin() : Converts an integer to a binary string
- bool() : Converts an argument to a Boolean value
- chr() : Returns string representation of character given by integer argument
- complex() : Returns a complex number constructed from arguments
- float() : Returns a floating-point object constructed from a number or string
- hex() : Converts an integer to a hexadecimal string
- int() : Returns an integer object constructed from a number or string
- oct() : Converts an integer to an octal string
- ord() : Returns integer representation of a character
- repr() : Returns a string containing a printable representation of an object
- str() : Returns a string version of an object
- type() : Returns the type of an object or creates a new type object
- all() : Returns True if all elements of an iterable are true
- any() : Returns True if any elements of an iterable are true
- enumerate() : Returns a list of tuples containing indices and values from an iterable
- filter() : Filters elements from an iterable
- iter() : Returns an iterator object
- len() : Returns the length of an object
- map() : Applies a function to every item of an iterable
- next() : Retrieves the next item from an iterator
- range() : Generates a range of integer values
- reversed() : Returns a reverse iterator
- slice() : Returns a slice object
- sorted() : Returns a sorted list from an iterable
- zip() : Creates an iterator that aggregates elements from iterables
- bytearray() : Creates and returns an object of the bytearray class
- bytes() : Creates and returns a bytes object (similar to bytearray, but immutable)
- dict() : Creates a dict object
- frozenset() : Creates a frozenset object
- list() : Constructs a list object
- object() : Returns a new featureless object
- set() : Creates a set object
- tuple() : Creates a tuple object
- classmethod() : Returns a class method for a function
- delattr() : Deletes an attribute from an object
- getattr() : Returns the value of a named attribute of an object
- hasattr() : Returns True if an object has a given attribute
- isinstance() : Determines whether an object is an instance of a given class
- issubclass() : Determines whether a class is a subclass of a given class
- property() : Returns a property value of a class
- setattr() : Sets the value of a named attribute of an object
- super() : Returns a proxy object that delegates method calls to a parent or sibling class
- format() : Converts a value to a formatted representation
- input() : Reads input from the console
- open() : Opens a file and returns a file object
- print() : Prints to a text stream or the console
- dir() : Returns a list of names in current local scope or a list of object attributes
- globals() : Returns a dictionary representing the current global symbol table
- id() : Returns the identity of an object
- locals() : Updates and returns a dictionary representing current local symbol table
- vars() : Returns dict attribute for a module, class, or object
- callable() : Returns True if object appears callable
- compile() : Compiles source into a code or AST object
- eval() : Evaluates a Python expression
- exec() : Implements dynamic execution of Python code
- hash() : Returns the hash value of an object
- help() : Invokes the built-in help system
- memoryview() : Returns a memory view object
- staticmethod() : Returns a static method for a function
- import() : Invoked by the import statement
Happy to accept any pull requests if you want to add anything which can improve this tutorial.