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Reference: https://pythoninstitute.org/certification/pcap-certification-associate/pcap-exam-syllabus/

Python Institute PCAP-31-03 Exam Syllabus Topics:

Section	Weight	Objectives
Strings and String Operations	18%	- Operations on strings 1. Concatenation, repetition, comparison 2. Membership testing: in, not in - String methods 1. find, index, count, rfind, rindex 2. isalpha, isdigit, isspace, etc. 3. join, split, strip, replace - Character encoding and representation 1. ord(), chr() functions 2. ASCII, UNICODE, UTF-8, escape sequences - Indexing, slicing, and immutability
Miscellaneous Concepts and I/O Operations	22%	- Functional programming tools 1. Closures and nested functions 2. Lambda functions 3. Iterators and generators - File I/O operations 1. Text vs binary modes 2. Opening, reading, writing, closing files - List comprehensions 1. Syntax and conditional expressions - File system and OS interaction 1. os and sys modules basics - Coding conventions 1. PEP 8 guidelines
Exceptions	14%	- Exception hierarchy and built-in exceptions - User-defined exceptions 1. Exception attributes and methods 2. Defining and raising custom exceptions - Error handling syntax 1. try, except, else, finally blocks 2. Exception chaining and arguments
Object-Oriented Programming	34%	- Inheritance 1. isinstance(), issubclass() 2. Single and multiple inheritance 3. Overriding methods and super() 4. Diamond problem and MRO - Introspection and attributes 1. __name__, __module__, __bases__ 2. hasattr(), getattr(), setattr() - Methods 1. Special methods: __init__, __str__, __len__, etc. 2. Instance methods, self parameter - Core concepts: class, object, encapsulation, inheritance, polymorphism - Class and instance variables 1. __dict__ attribute 2. Private components and name mangling 3. Declaration and initialization
Modules and Packages	12%	- Import mechanisms and variants 1. Nested modules and qualification 2. import, from ... import, import ... as, import * - Custom modules and packages 1. Public vs private components 2. __name__ variable 3. __init__.py file 4. __pycache__ directory - Module built-ins and environment 1. dir() function 2. sys.path variable - Standard modules usage 1. random module: random, seed, choice, sample 2. platform module: system, version, implementation details 3. math module: ceil, floor, trunc, factorial, hypot, sqrt