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Python Tutorial

Python HOME Python Intro Python Get Started Python Syntax
Syntax Statements Code Challenge
Python Output
Print Text Print Numbers Code Challenge
Python Comments
Comments Code Challenge
Python Variables
Python Variables Variable Names Assign Multiple Values Output Variables Global Variables Variable Exercises Code Challenge
Python Data Types
Data Types Code Challenge
Python Numbers
Numbers Code Challenge
Python Casting
Casting Code Challenge
Python Strings
Python Strings Slicing Strings Modify Strings Concatenate Strings Format Strings Escape Characters String Methods String Exercises Code Challenge
Python Booleans
Booleans Code Challenge
Python Operators
Python Operators Arithmetic Operators Assignment Operators Ternary Operator Comparison Operators Logical Operators Identity Operators Membership Operators Bitwise Operators Operator Precedence Code Challenge
Python Lists
Python Lists Access List Items Change List Items Add List Items Remove List Items Loop Lists List Comprehension Sort Lists Copy Lists Join Lists List Methods List Exercises Code Challenge
Python Tuples
Python Tuples Access Tuples Update Tuples Unpack Tuples Loop Tuples Join Tuples Tuple Methods Tuple Exercises Code Challenge
Python Sets
Python Sets Access Set Items Add Set Items Remove Set Items Loop Sets Join Sets Frozenset Set Methods Set Exercises Code Challenge
Python Dictionaries
Python Dictionaries Access Items Change Items Add Items Remove Items Loop Dictionaries Copy Dictionaries Nested Dictionaries Dictionary Methods Dictionary Exercises Code Challenge
Python If...Else
Python If Python Elif Python Else Shorthand If Logical Operators Nested If Pass Statement Code Challenge
Python Match
Match Code Challenge
Python While Loops
While Loops Code Challenge
Python For Loops
For Loops Code Challenge
Python Functions
Python Functions Python Arguments Python *args / **kwargs Python Scope Python Decorators Python Lambda Python Recursion Python Generators Code Challenge
Python Range
Range Code Challenge
Python Arrays
Arrays Code Challenge
Python Iterators
Iterators Code Challenge
Python Modules
Modules Code Challenge
Python Dates
Dates Code Challenge
Python Math
Math Code Challenge
Python JSON
JSON Code Challenge
Python RegEx
RegEx Code Challenge
Python PIP Python Try...Except
Try...Except Code Challenge
Python String Formatting
String Formatting Code Challenge
Python None
None Code Challenge
Python User Input Python VirtualEnv

Python Classes

Python OOP Python Classes/Objects
Classes/Objects Code Challenge
Python __init__ Method
__init__ Method Code Challenge
Python self Parameter
self Parameter Code Challenge
Python Class Properties
Class Properties Code Challenge
Python Class Methods
Class Methods Code Challenge
Python Magic Methods
Magic Methods __str__ __repr__ __eq__ __add__ __len__ __lt__ __contains__ __call__ Code Challenge
Python Inheritance
Inheritance Code Challenge
Python Polymorphism
Polymorphism Code Challenge
Python Encapsulation
Encapsulation Code Challenge
Python Inner Classes

File Handling

Python File Handling Python Read Files Python Write/Create Files Python Delete Files

Python Modules

NumPy Tutorial Pandas Tutorial SciPy Tutorial Django Tutorial

Python Matplotlib

Matplotlib Intro Matplotlib Get Started Matplotlib Pyplot Matplotlib Plotting Matplotlib Markers Matplotlib Line Matplotlib Labels Matplotlib Grid Matplotlib Subplot Matplotlib Scatter Matplotlib Bars Matplotlib Histograms Matplotlib Pie Charts

Machine Learning

Getting Started Mean Median Mode Standard Deviation Percentile Data Distribution Normal Data Distribution Scatter Plot Linear Regression Polynomial Regression Multiple Regression Scale Train/Test Decision Tree Confusion Matrix Hierarchical Clustering Logistic Regression Grid Search Categorical Data K-means Bootstrap Aggregation Cross Validation AUC - ROC Curve K-nearest neighbors

Python DSA

Python DSA Lists and Arrays Stacks Queues Linked Lists Hash Tables Trees Binary Trees Binary Search Trees AVL Trees Graphs Linear Search Binary Search Bubble Sort Selection Sort Insertion Sort Quick Sort Counting Sort Radix Sort Merge Sort

Python MySQL

MySQL Get Started MySQL Create Database MySQL Create Table MySQL Insert MySQL Select MySQL Where MySQL Order By MySQL Delete MySQL Drop Table MySQL Update MySQL Limit MySQL Join

Python MongoDB

MongoDB Get Started MongoDB Create DB MongoDB Collection MongoDB Insert MongoDB Find MongoDB Query MongoDB Sort MongoDB Delete MongoDB Drop Collection MongoDB Update MongoDB Limit

Python Cert

Python Certificate

Python How To

Remove List Duplicates Reverse a String Add Two Numbers

Python Examples

Python Examples Python Videos Python Compiler Python Exercises Python Quiz Python Challenges Python Practice Problems Python Server Python Syllabus Python Study Plan Python Interview Q&A Python Training

Python Reference

Python Overview Python Built-in Functions
abs() all() any() ascii() bin() bool() bytearray() bytes() callable() chr() compile() complex() delattr() dict() dir() divmod() enumerate() eval() exec() filter() float() format() frozenset() getattr() globals() hasattr() hex() id() input() int() isinstance() issubclass() iter() len() list() locals() map() max() memoryview() min() next() object() oct() open() ord() pow() print() range() reversed() round() set() setattr() slice() sorted() str() sum() super() tuple() type() vars() zip()
Python String Methods
capitalize() casefold() center() count() encode() endswith() expandtabs() find() format() format_map() index() isalnum() isalpha() isascii() isdecimal() isdigit() isidentifier() islower() isnumeric() isprintable() isspace() istitle() isupper() join() ljust() lower() lstrip() maketrans() partition() replace() rfind() rindex() rjust() rpartition() rsplit() rstrip() split() splitlines() startswith() strip() swapcase() title() translate() upper() zfill()
Python List Methods
append() clear() copy() count() extend() index() insert() pop() remove() reverse() sort()
Python Dictionary Methods
clear() copy() fromkeys() get() items() keys() pop() popitem() setdefault() update() values()
Python Tuple Methods
count() index()
Python Set Methods
add() clear() copy() difference() difference_update() discard() intersection() intersection_update() isdisjoint() issubset() < issuperset() > pop() remove() symmetric_difference() symmetric_difference_update() union() update()
Python File Methods
close() fileno() flush() isatty() read() readable() readline() readlines() seek() seekable() tell() truncate() writable() write() writelines()
Python Keywords
and as assert async await break case class continue def del elif else except False finally for from global if import in is lambda match None nonlocal not or pass raise return True try while with yield
Python Exceptions
ArithmeticError AssertionError AttributeError Exception EOFError FloatingPointError GeneratorExit ImportError IndentationError IndexError KeyError KeyboardInterrupt LookupError MemoryError NameError NotImplementedError OSError OverflowError ReferenceError RuntimeError StopIteration SyntaxError TabError SystemError SystemExit TypeError UnboundLocalError UnicodeError UnicodeEncodeError UnicodeDecodeError UnicodeTranslateError ValueError ZeroDivisionError
Python Glossary

Module Reference

Built-in Modules
abc aifc argparse array ast asyncio atexit base64 bdb binascii bisect builtins bz2 calendar cgi cgitb cmd code codecs codeop collections colorsys concurrent configparser contextlib contextvars copy copyreg csv ctypes curses dataclasses datetime dbm decimal difflib dis doctest email encodings ensurepip enum errno faulthandler filecmp fileinput fnmatch fractions ftplib functools gc getopt getpass gettext glob graphlib gzip hashlib heapq hmac html http idlelib imaplib imghdr imp importlib inspect io json keyword linecache locale logging lzma mailbox mailcap marshal math mimetypes mmap modulefinder msilib msvcrt multiprocessing netrc nntplib numbers nis ntpath operator optparse os pathlib pdb pickle pickletools pipes pkgutil platform plistlib poplib posix pprint profile pstats pty pyclbr pydoc py_compile queue quopri random re reprlib resource rlcompleter runpy sched secrets select selectors shelve shlex shutil signal site smtplib socket socketserver sqlite3 ssl stat statistics string stringprep struct subprocess sunau symtable sys sysconfig tabnanny tarfile telnetlib tempfile termios test textwrap threading time timeit tkinter token tokenize tomllib trace traceback tracemalloc tty turtle types typing unicodedata unittest urllib uuid venv warnings wave weakref webbrowser wsgiref xdrlib xml xmlrpc zipapp zipfile zipimport zlib zoneinfo
Random Module
seed() getstate() setstate() getrandbits() randrange() randint() choice() choices() shuffle() sample() random() uniform() triangular()
Requests Module
delete(url, args) get(url, params, args) head(url, args) post(url, data, json, args)
Statistics Module
statistics.harmonic_mean() statistics.mean() statistics.median() statistics.median_grouped() statistics.median_high() statistics.median_low() statistics.mode() statistics.pstdev() statistics.stdev() statistics.pvariance() statistics.variance()
Math Module
math.acos() math.acosh() math.asin() math.asinh() math.atan() math.atan2() math.atanh() math.ceil() math.comb() math.copysign() math.cos() math.cosh() math.degrees() math.dist() math.erf() math.erfc() math.exp() math.expm1() math.fabs() math.factorial() math.floor() math.fmod() math.frexp() math.fsum() math.gamma() math.gcd() math.hypot() math.isclose() math.isfinite() math.isinf() math.isnan() math.isqrt() math.ldexp() math.lgamma() math.log() math.log10() math.log1p() math.log2() math.perm() math.pow() math.prod() math.radians() math.remainder() math.sin() math.sinh() math.sqrt() math.tan() math.tanh() math.trunc() math.e math.inf math.nan math.pi math.tau
cMath Module
cmath.acos(x) cmath.acosh(x) cmath.asin(x) cmath.asinh(x) cmath.atan(x) cmath.atanh(x) cmath.cos(x) cmath.cosh(x) cmath.exp(x) cmath.isclose() cmath.isfinite(x) cmath.isinf(x) cmath.isnan(x) cmath.log(x[, base]) cmath.log10(x) cmath.phase() cmath.polar() cmath.rect() cmath.sin(x) cmath.sinh(x) cmath.sqrt(x) cmath.tan(x) cmath.tanh(x) cmath.e cmath.inf cmath.infj cmath.nan cmath.nanj cmath.pi cmath.tau


Python Videos

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Python Videos

Learn Python step by step with our free video tutorials on YouTube.

Each video explains one topic from the Python Tutorial. Watch them in order, or pick the topic you need:

  1. 1

    Python Introduction

    What is Python? A short introduction to the Python language.

    Open
  2. 2

    Python Get Started

    Install Python, then write and run your first Python program.

    Open
  3. 3

    Python Syntax

    An introduction to the syntax (the writing rules) of Python code.

    Open
  4. 4

    Python Comments

    Write comments in Python code.

    Open
  5. 5

    Python Variables

    How to create variables and store values in them.

    Open
  6. 6

    Python Variable Names

    The rules for naming variables in Python.

    Open
  7. 7

    Python Assign Multiple Values

    Give values to many variables in one line.

    Open
  8. 8

    Python Output Variables

    Print variables with the print() function.

    Open
  9. 9

    Python Global Variables

    What global variables are, and how to use them inside functions.

    Open

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