|
PY1
|
Applies advanced math and stats to solve data science problems. |
|
PY2
|
Uses modern programming and data structures for algorithm design. |
|
PY3
|
Makes data-driven business decisions using economic principles. |
|
PY4
|
Analyzes and visualizes big data using statistical inference. |
|
PY5
|
Works in interdisciplinary teams and communicates in English. |
|
PY6
|
Adheres to professional, legal, and ethical standards in data. |
|
PY7
|
Develops artificial intelligence and machine learning models and integrates them into business environments. |
|
PY8
|
Processes, stores, and analyzes large-scale and real-time data streams utilizing distributed computing and cloud architectures. |
|
PY9
|
Reports research findings at academic and professional standards using reproducible workflows in accordance with open science principles. |
|
PY10
|
Demonstrates data-driven organizational culture and leadership qualities within the framework of data strategy, data ethics, and AI governance. |