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About the Programme Academic Staff Program Qualifications Lessons Matrix of Course & Program Qualifications Turkish Qualifications Framework (TQF) TQF & Program Qualifications
  1. Vocational School of Information Technologies
  2. Department of Statistics
  3. Program in Big Data Analyst
  4. Course Structure Diagram with Credits
  5. Foundations of Programming
  6. Learning Outcomes & Program Qualifications
  • Description
  • Learning Outcomes
  • ECTS Credit Load
  • Course's Contribution to Program
  • Learning Outcomes & Program Qualifications
Last Updated: 24/11/2025
0 : Does not support   1 : Low-level support   2 : Mid-level support   3 : Top level support
Learning Outcomes Program Qualifications
PY1 PY2 PY3 PY4 PY5 PY6 PY7 PY8 PY9 PY10 PY11 PY12 PY13 PY14 PY15
LO-1 Explains and applies the basic syntax and programming structures (variables, conditions, loops, functions) of the Python language. - - - - - - - - - - - - - - -
LO-2 Effectively uses basic data types and data structures (list, tuple, dictionary, set) in Python. - - - - - - - - - - - - - - -
LO-3 Applies Python correctly in file reading/writing, CSV operations, and data retrieval/storage processes. - - - - - - - - - - - - - - -
LO-4 Develops solutions to problems using basic algorithmic logic (sorting, searching, iteration, decision structures). - - - - - - - - - - - - - - -
LO-5 Performs data preparation processes (cleaning, transforming, filtering) using Python. - - - - - - - - - - - - - - -
LO-6 Performs basic data analysis operations using Python libraries (NumPy, pandas, etc.).\n - - - - - - - - - - - - - - -
LO-7 Performs basic statistical calculations to interpret data. - - - - - - - - - - - - - - -
LO-8 Applies analytical and algorithmic thinking skills when writing code. - - - - - - - - - - - - - - -
LO-9 Performs basic data preprocessing, analysis, and reporting steps on a real-world dataset. - - - - - - - - - - - - - - -
LO-10 Uses debugging and refactoring techniques. - - - - - - - - - - - - - - -
LO-11 Understands the programming logic required for big data analytics and develops the ability to work with data. - - - - - - - - - - - - - - -
LO-12 Writes more readable and modular code using a basic functional programming approach. - - - - - - - - - - - - - - -
LO-13 Demonstrates the ability to select the correct data structure and algorithm when solving data-driven problems. - - - - - - - - - - - - - - -
LO-14 Can interpret and explain the analysis results prepared with Python. - - - - - - - - - - - - - - -
LO-15 Works in accordance with documentation, code order, and best practice principles in programming processes. - - - - - - - - - - - - - - -

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