Course Roadmap

30 sections229 chapters

Access:

Difficulty:

Priority:

#	Section / Chapter	Priority
1	Welcome
	Course Roadmap
	Course Setup
	Join the Community
2	Introduction to Python
	What is Python?	Low
	History of Python	Low
	Features of Python	Low
	Python vs Other Languages	Low
	Setting Up Environment	Low
	First Python Program	Low
	Python Interpreter	Low
3	Basic Syntax
	Variables	High
	Data Types	High
	Numbers (int, float, complex)	High
	Type Conversion	Medium
	Operators	High
	Input & Output	High
	Comments	Low
	Indentation	High
	Keywords & Identifiers	Medium
4	Strings
	String Basics	High
	Indexing & Slicing	High
	String Methods	High
	String Formatting	High
	f-Strings	High
	Raw Strings	Medium
	String Operations	High
	Regular Expressions	Medium
5	Control Flow
	if-else-elif Statements	High
	Ternary Operator	Medium
	for Loop	High
	while Loop	High
	break, continue, pass	High
	Loop else Clause	Low
	Nested Loops	High
	match-case (Python 3.10+)	Medium
6	Lists
	Lists Basics	High
	Indexing & Slicing	High
	List Methods	High
	List Comprehensions	High
	Nested Lists	Medium
7	Tuples
	Tuples Basics	High
	Tuple Operations	High
	Tuple Unpacking	High
	Named Tuples	Medium
8	Sets
	Sets Basics	High
	Set Methods	High
	Set Operations	High
	Frozen Sets	Low
9	Dictionaries
	Dictionaries Basics	High
	Dictionary Methods	High
	Dictionary Comprehensions	High
	Nested Dictionaries	Medium
	defaultdict	Medium
	OrderedDict	Medium
	Counter	Medium
10	Functions
	Functions Basics	High
	Function Parameters	High
	return Statement	High
	Default Arguments	High
	args and *kwargs	High
	Keyword Arguments	High
	Lambda Functions	High
	Recursion	High
	Scope & Namespace	High
	global & nonlocal	Medium
	Closures	Medium
	Decorators	High
	functools Module	Medium
11	Built-in Functions
	map, filter, reduce	High
	zip & enumerate	High
	sorted & reversed	High
	any & all	Medium
	min, max, sum	High
	len & range	High
	type & isinstance	Medium
	eval & exec	Low
12	Modules & Packages
	Modules Basics	High
	import Statement	High
	from...import	High
	Creating Modules	Medium
	Packages	Medium
	__init__.py File	Medium
	Standard Library	Medium
	pip Package Manager	Medium
	Virtual Environments	Medium
13	Object-Oriented Programming
	OOP Basics	High
	Classes & Objects	High
	__init__ Method	High
	Instance Attributes	High
	Class Attributes	High
	Instance Methods	High
	Class Methods (@classmethod)	Medium
	Static Methods (@staticmethod)	Medium
	self Keyword	High
	@property Decorator	Medium
	Getters & Setters	Medium
	Dunder Methods	High
	__str__ & __repr__	High
	Operator Overloading	Medium
14	Inheritance
	Inheritance Basics	High
	Single Inheritance	High
	Multiple Inheritance	Medium
	Multilevel Inheritance	Medium
	Method Resolution Order (MRO)	Medium
	super() Function	High
	Method Overriding	High
15	Polymorphism & Abstraction
	Polymorphism	High
	Duck Typing	Medium
	Abstract Classes	Medium
	abc Module	Medium
	Interfaces & Protocols	Medium
16	Encapsulation
	Encapsulation Basics	High
	Public, Private, Protected	Medium
	Name Mangling	Low
17	Advanced OOP
	Data Classes	Medium
	__slots__	Low
	Metaclasses	Low
	Descriptors	Low
	Class Decorators	Medium
	Mixins	Medium
18	Exception Handling
	Exception Basics	High
	try-except	High
	Multiple Exceptions	High
	else & finally	High
	raise Statement	High
	Custom Exceptions	High
	Exception Chaining	Medium
	Context Managers	High
	with Statement	High
19	File Handling
	File Basics	High
	Reading Files	High
	Writing Files	High
	File Modes	Medium
	File Methods	Medium
	Working with Paths	Medium
	pathlib Module	Medium
	os Module	Medium
	shutil Module	Low
	Working with JSON	Medium
	Working with CSV	Medium
	pickle Module	Medium
20	Iterators & Generators
	Iterators	High
	__iter__ & __next__	High
	Custom Iterators	Medium
	Generators	High
	yield Statement	High
	Generator Expressions	Medium
	itertools Module	Medium
21	Functional Programming
	Functional Programming Basics	Medium
	Pure Functions	Medium
	Higher-Order Functions	Medium
	Partial Functions	Medium
	Currying	Low
	Immutability	Medium
22	Type Hints & Annotations
	Type Hints Basics	Medium
	Basic Type Annotations	Medium
	typing Module	Medium
	Generic Types	Medium
	Type Aliases	Medium
	Optional & Union	Medium
	Callable Types	Low
	mypy Type Checker	Low
23	Concurrency
	Concurrency Basics	Medium
	threading Module	Medium
	Creating Threads	Medium
	Thread Synchronization	Medium
	Locks	Medium
	Deadlocks	Medium
	multiprocessing Module	Medium
	Process Pools	Medium
	Global Interpreter Lock (GIL)	High
	concurrent.futures	Medium
	asyncio Basics	Medium
	async/await	Medium
	Coroutines	Medium
	Event Loops	Medium
	asyncio Tasks	Medium
24	Testing
	Testing Basics	Medium
	unittest Module	Medium
	pytest Framework	Medium
	Test Fixtures	Medium
	Mocking	Medium
	Test Coverage	Low
	doctest	Low
	Test-Driven Development	Medium
25	Debugging & Profiling
	Debugging Basics	Low
	pdb Debugger	Low
	logging Module	Medium
	Profiling	Low
	timeit Module	Low
	Memory Profiling	Low
26	Database Access
	Database Basics	Medium
	sqlite3 Module	Low
	Connecting to Databases	Medium
	Executing Queries	Medium
	Parameterized Queries	Medium
	ORM Basics	Medium
	SQLAlchemy	Medium
27	Web Development Basics
	Web Basics	Low
	HTTP Requests	Medium
	requests Library	Medium
	Flask Basics	Medium
	Django Overview	Medium
	FastAPI Basics	Medium
	REST APIs	Medium
28	Data Science Essentials
	NumPy Basics	Medium
	NumPy Arrays	Medium
	NumPy Operations	Medium
	Pandas Basics	Medium
	Pandas DataFrames	Medium
	Pandas Operations	Medium
	Matplotlib Basics	Low
	Data Visualization	Low
29	Advanced Topics
	Memory Management	Medium
	Garbage Collection	Medium
	Reference Counting	Low
	Weak References	Low
	C Extensions	Low
	ctypes	Low
	Cython Basics	Low
30	Best Practices
	PEP 8 Style Guide	Low
	Code Formatting	Low
	Documentation	Low
	Docstrings	Medium
	Pythonic Code	Medium
	Design Patterns	Medium
	Anti-Patterns	Low
	Performance Tips	Low
	Security Best Practices	Low

Get Premium