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CS 125

Introduction to Data Analysis for Social Sciences

CS 125 is a first programming course aimed at students from social science backgrounds, using Python as a tool for working with real datasets rather than as an end in itself. You'll spend the semester in Jupyter notebooks, moving from basic syntax and control flow into the numpy/pandas/matplotlib stack, with weekly labs and quizzes where you import, clean, and visualize actual data. It assumes no prior coding experience and serves as the practical on-ramp for any later quantitative or empirical work in your major, where being comfortable manipulating a DataFrame quickly stops being optional.

Credit3ECTS5FacultyFaculty of EngineeringBölümComputer Engineering

Önerilen kaynaklar 2 kitap

📕
Zorunlu
Python Data Science Handbook
Jake VanderPlas
2016 · O'Reilly
📕
Zorunlu
Fundamentals of Python Programming
Richard L. Halterman
2019

Haftalık müfredat 14 hafta

Hafta 1
Programming and Python Basics. Jupyter and IPython.
Hafta 2
Variables, Data Types, Input/Output
Hafta 3
Expressions, Built In Functions
Hafta 4
Relational Expressions and Conditional Statements
Hafta 5
Iteration - for loops and ranges
Hafta 6
Structured Types - lists
Hafta 7
Structured Types - tuples, dictionaries.
Hafta 8
Numpy Module
Hafta 9
Pandas Module - Series and DataFrames
Hafta 10
Pandas Module - data sets, importing and exporting. with files (.csv,.xlsx)
Hafta 11
Pandas Module - manipulating data
Hafta 12
Visualization with Matplotlib
Hafta 13
Visualization with Matplotlib
Hafta 14
Review and Exercises

🤖 GenAI politikası

Generative AI tools are not allowed for any course assessments, including exams and lab work. Using Generative AI for an assessment will be considered cheating or plagiarism. Your submissions may be checked by tools to detect similarity and/or use of GenAI in submissions. Assessments will be graded by the course instructors, not AI tools

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CS 125 için defter ekibi henüz not yazmadı.

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Geçmiş GPA dağılımı 19 dönem · ort. 2.48

DönemCourse CPA
2025-2026 Fall 2.56 8 sec · 481 öğr
2024-2025 Fall 2.67 8 sec · 488 öğr
2024-2025 Summer 2.10 1 sec · 70 öğr
2024-2025 Spring 2.34 9 sec · 400 öğr
2023-2024 Fall 2.46 9 sec · 484 öğr
2023-2024 Summer 2.65 1 sec · 66 öğr
2023-2024 Spring 2.09 9 sec · 536 öğr
2022-2023 Fall 2.39 9 sec · 431 öğr
2022-2023 Summer 2.11 1 sec · 56 öğr
2022-2023 Spring 2.09 7 sec · 289 öğr

Aggregate course GPA — Bilkent STARS'tan public data. Hoca-bazlı per-section detayı için STARS evaluation report →. Öğrenci anket cevapları KVKK kapsamında defter'de tutulmaz.

⚠️ FZ engelleyen şartlar

Students will receive an FZ grade unless they have a grade of of 20% or higher on the midterm exam.

Hocalar 4 bu dönem · 4 geçmiş

Bu dönem (2025-2026 Spring) · 8 section
Ayışığı Başak Sevdik Çallı ×3, Ayşe Semra Mumcu ×2, Rabia Üşenmez ×2, Aslı Kurgan Erkurt
Geçmişte ders veren (4 kişi)
Lori Rae Russell Dağ, Mustafa Değerli, Can Kültür, İpek Sözen