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Topics of PCAP - Certified Associate in Python Programming (PCAP-31-02) Exam

The syllabus for the PCAP - Certified Associate in Python Programming (PCAP-31-02) examination is listed below in detail of each section and their topics:

1. Control and Evaluations (25%)

Objectives covered by this section:

  • bitwise operators: ~ & ^ | « »
  • formatting print() output with end= and sep= arguments
  • simple lists: constructing vectors, indexing and slicing, the len() function
  • numeric operators: * / % // + -
  • literals: Boolean, integer, floating-point numbers, scientific notation, strings
  • the pass instruction
  • conditional statements: if, if-else, if-elif, if-elif-else
  • string operators: * +
  • basic input and output: input(), print(), int(), float(), str() functions
  • operators: unary and binary, priorities and binding
  • expanding loops: while-else, for-else, nesting loops and conditional statements
  • Boolean operators: not and or
  • building loops: while, for, range(), in, iterating through sequences
  • relational operators ( == != > >= < <= ), building complex Boolean expressions
  • assignments and shortcut operators
  • simple strings: constructing, assigning, indexing, slicing comparing, immutability
  • controlling loop execution: break, continue
  • accuracy of floating-point numbers
  • basic concepts: interpreting and the interpreter, compilation and the compiler, language elements, lexis, syntax and semantics, Python keywords, instructions, indenting

2. Data Aggregates (25%)

Objectives covered by this section:

  • dictionaries: building, indexing, adding and removing keys, iterating through dictionaries as well as their keys and values, checking key existence, keys(), items() and values() methods
  • tuples: indexing, slicing, building, immutability
  • lists in lists: matrices and cubes
  • lists in detail: indexing, slicing, basic methods (append(), insert(), index()) and functions (len(), sorted(), etc.), del instruction, iterating lists with the for loop, initializing, in and not in operators, list comprehension, copying and cloning
  • strings in detail: ASCII, UNICODE, UTF-8, immutability, escaping using the \ character, quotes and apostrophes inside strings, multiline strings, copying vs. cloning, advanced slicing, string vs. string, string vs. non-string, basic string methods (upper(), lower(), isxxx(), capitalize(), split(), join(), etc.) and functions (len(), chr(), ord()), escape characters
  • tuples vs. lists: similarities and differences, lists inside tuples and tuples inside lists

3. Functions and Modules (25%)

Objectives covered by this section:

  • name scopes, name hiding (shadowing), the global keyword
  • parameters vs. arguments, positional keyword and mixed argument passing, default parameter values
  • defining and invoking your own functions and generators
  • Python hashbangs, using multiline strings as module documentation
  • lambda functions, defining and using
  • hiding module entities
  • the if operator
  • constructing and distributing packages, packages vs. directories, the role of the init.py file
  • pyc file creation and usage
  • import directives, qualifying entities with module names, initializing modules
  • return and yield keywords, returning results, the None keyword, recursion
  • map(), filter(), reduce(), reversed(), sorted() functions and the sort() method
  • writing and using modules, the name variable
  • converting generator objects into lists using the list() function

4. Classes, Objects, and Exceptions (25%)

Objectives covered by this section:

  • adding your own exceptions to an existing hierarchy
  • assertions
  • introspection: dict, name, module, bases properties, examining class/object structure
  • exceptions hierarchy, assigning more than one exception to one except branch
  • the init method
  • the try-except-else-finally block, the raise statement, the except-as variant
  • class methods: defining and using, the self parameter meaning and usage
  • using predefined exceptions and defining your own ones
  • the anatomy of an exception object
  • hasattr(), type(), issubclass(), isinstance(), super() functions
  • defining your own classes, superclasses, subclasses, inheritance, searching for missing class components, creating objects
  • inheritance and overriding, finding class/object components
  • invoking methods, passing and using the self argument/parameter
  • class attributes: class variables and instance variables, defining, adding and removing attributes, explicit constructor invocation
  • writing and using constructors
  • the role of the str method
  • input/output basics: opening files with the open() function, stream objects, binary vs. text files, newline character translation, reading and writing files, bytearray objects
  • read(), readinto(), readline(), write(), close() methods
  • single inheritance vs. multiple inheritance
  • name mangling

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

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