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A handy python cheatsheet to machine learning with Python, including all the python knowledge required for Artificial Intelligence & Machine Learning.
WHY WE USE PYTHON IN AI
We use Python because Python Programming language can be close to pseudo-code which is extremely versatile and popular among developers. Python is called General Purpose language (GPL) because it is used in Machine Learning, GUI development, software development, Data Science, and many more. It is a very human-readable programming language for those with an understanding of English. It allows for easy comprehension because Python supports various types of object-oriented programming and objects.
Python is considered a multi-paradigm language that allows programmers to use the most acceptable style to complete a project. The Python cheatsheet provides a great deal of promise to those who want to start coding. It is also uselful while being a decent option for those who want to pick up an additional programming language. Learning Python’s core concepts and computer programming can offer you both as a user and as a developer. It helps to understand how programs function works while also conveying simple reasoning that can support you in other fields.
Python is widely considered as the preferred language for Artificial Intelligence. Python helps developers be productive and confident about the software they’re building from development to deployment and maintenance. Access to great libraries and frameworks for AI and a wide community are the main reasons of python being used in the field of Artificial Intelligence. Python AI Community has grown gradually across the globe. Scientific Python packages such as Numpy, Scipy, and Matplotlib can be installed in a program running on Python. Apart from Python, Matlab & R are also used.
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Python is the most popular general-purpose, high-level programming language which was created in 1991 by Guido van Rossum. It was developed by Python Software Foundation with the goal of concentrating on the readability of code with its extensive use of white space. Development team was inspired by the British comedy group Monty Python to make a programming language that was fun to use. Python was named after the BBC show “Monty Python’s Flying Circus” as he was a big fan of the TV show.
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Python Cheat Sheet Pdf
New to programming in Python? No worries. Whether you’re working with string methods or built-in functions in Python, this Cheat Sheet helps you program the correct order for the operation so you achieve the correct result.
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Python String Methods
The following list shows you how to perform common string methods, or actions on a string, in Python. Type the specific order to achieve the desired result. Lego star wars the video game money cheats.
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Syntax | Action |
---|---|
S.count(substring[, start[, end]]) | Count occurrences of substring |
S.decode([encoding]) | Decode to Unicode using default encoding |
S.encode([encoding]) | Encode from Unicode using default encoding |
S.endswith(suffix[, start[, end]]) | True if S ends with suffix |
S.find(substring [,start [,end]]) | Find first occurrence of substring and return its index number; if not found, return -1 |
S.index(substring [,start [,end]]) | Find first occurrence of substring and return its index number; if not found, raise ValueError |
S.isalnum() | True if S has only alphanumeric characters |
S.isalpha() | True if S has only alphabetic characters |
S.isdigit() | True if S has only digits |
S.isspace() | True if S has only whitespace characters |
S.join(iterable) | Using S as a separator, stick together the strings in iterable |
S.lower() | Convert S to lowercase |
S.lstrip([chars]) | Remove whitespace (or chars) from front (left) of S |
S.replace (old, new[, count]) | Replace old (a substring) with new |
S.rfind(substring [,start [,end]]) | Find the last (rightmost) occurrence of substring and return its index number; if not found, return -1 |
S.rindex(substring [,start [,end]]) | Find the last (rightmost) occurrence of substring and returns its index number; if not found, raise ValueError |
S.rstrip([chars]) | Remove whitespace (or chars) from end (right) of S |
S.split([separator [,maxsplit]]) | Split S using whitespace (or separator) and return a list of substrings |
S.startswith(prefix[, start[, end]]) | True if S starts with prefix |
S.strip([chars]) | Remove characters at beginning and end of S; default is whitespace characters |
S.upper() | Convert S to uppercase |
Note: String methods that change a string always return a copy; the original string remains unchanged. |
Cheat Sheet For Python
Python’s Built-In Functions
Built into the Python interpreter are a number of functions (pieces of code that carry out specific operations and return the results of those operations), including math functions other than the standard arithmetic operators. Here’s a list of Python’s built-in functions along with their pattern and corresponding action:
Syntax | Action |
---|---|
abs(number) | Return absolute value of number |
all(iterable) | Return True unless at least one element is false |
any(iterable) | Return False unless at least one element is true |
chr(integer) | Return the character with the specified ASCII value (must be between 0 and 256) |
delattr(object, name), del x.y | Delete the named attribute from object |
dir([object]) | Return the names in the current namespace or object‘s namespace |
eval(source[, globals[, locals]]) | Execute source as a Python expression |
getattr(object, name[, default]) x.y | Return specified attribute (name) of object, raising AttributeError if not found; optional: return default if name doesn’t exist |
globals() | Return dict of global names in the current namespace |
hasattr(object, name) | True if object has the specified attribute (name) |
isinstance(object, class-or-type) | True if object is an instance of the specified class (or its subclasses) or type; optional: specify multiple classes or types using a tuple |
issubclass(C, B) | True if class C is a subclass of class B; optional: specify multiple classes using a tuple |
iter(iterable) | Return an iterator over iterable |
len(object) | Return number of items in a sequence or dict |
locals() | Return dictionary of local names in the current namespace |
max(iterable), max(a, b, c, …) | Return largest item of iterable or argument list |
min(iterable), min(a, b, c, …) | Return smallest item of iterable or argument list |
ord(char) | Return the ASCII value of a one-character string |
range([start,] stop[, step]) | Return a list of integers from 0 up to (but not including) stop |
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raw_input([prompt]) | Return a string from standard input (usually something the user types), not including the newline character |
repr(object) | Return canonical string representation of object |
round(number[, ndigits]) | Return floating-point number rounded to nearest integer |
setattr(object, name, value) x.y = v | Set object‘s attribute to the specified value |
sorted(iterable[, cmp [, key [, reverse]) | Return a new sorted list; optional: cmp and key take functions as arguments; reverse=True |
sum(iterable[, start=0]) | Return the sum of all elements of iterable; does not work with strings |
unichr(integer) | Return a Unicode string corresponding to integer, which must be between 0 and 0x10ffff |
xrange([start,] stop[, step]) | Return an iterable that generates a range from 0 up to (but not including) stop |
zip([iter1 [, iter2 [, …]]]) | Take zero or more iterables and return a list of tuples that group the items at a particular index number; the list returned is the same length as the shortest iterable |