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

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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:

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

2. Data Aggregates (25%)

Objectives covered by this section:

  • 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
  • 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

3. Functions and Modules (25%)

Objectives covered by this section:

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

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

Objectives covered by this section:

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

PCAP - Certified Associate in Python Programming (PCAP-31-02) Certification Path

The Certified Associate in Python Programming Certification includes only one PCAP-31-02 exam. There are no official prerequisites for the exam but the applicants are recommended to have little prior knowlegde of any programming language, should have very basic knowledge of Mathematics and have attempted the PCAP-31-02 practice exams.

Python Institute PCAP-31-02 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Miscellaneous Topics22%- Advanced constructs
  • 1. Selected standard library modules
  • 2. Closures
  • 3. File I/O and stream processing
  • 4. Iterators and generators
Topic 2: Object-Oriented Programming34%- Core OOP concepts
  • 1. Classes, objects, attributes, and methods
  • 2. Constructors and destructors
  • 3. Inheritance and polymorphism
  • 4. Encapsulation and name mangling
Topic 3: Strings and String Processing18%- String operations and methods
  • 1. Character encoding and Unicode
  • 2. Formatting strings
  • 3. String slicing and manipulation
Topic 4: Exceptions14%- Exception hierarchy
  • 1. Handling exceptions with try-except-else-finally
  • 2. Raising exceptions
  • 3. Defining custom exceptions
Topic 5: Modules and Packages12%- Importing modules and packages
  • 1. Import variants: import, from...import, import...as
  • 2. Module search path and sys.path
  • 3. Standard library modules

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