TÜRKÇE
ENGLISH
Information
| Code | BL142 |
| Name | Advanced Python |
| Term | 2024-2025 Academic Year |
| Semester | 2. Semester |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 4 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Ön Lisans Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Mahir ATMIŞ |
| Course Instructor |
1 2 |
Course Goal / Objective
The main purpose of this course is to teach students the concepts of object-oriented programs to the students who has the basic knowledge of python programming and to provide information about how to use scientific libraries.
Course Content
This course aims to teach the concepts such as class, object, inheritance, multi -formality, the use of NumPy, and Pandas libraries, data visualization and data analysis
Course Precondition
None
Resources
Ders Notları Mahir Atmış
Notes
Veri Bilimi İçin Python Eğitim Kitabı, Dr. Bülent ÇOBANOĞLU
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Knows the concept of class. |
| LO02 | Learns the logic of object-oriented programming. |
| LO03 | Learns the use of ready libraries. |
| LO04 | Uses high -performance libraries in solving complex scientific problems. |
| LO05 | Learns to draw statistics through data. |
| LO06 | Learns to perform visualization using data. |
| LO07 | Learns to clean the data. |
| LO08 | Gains the ability to obtain information from raw data. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Has basic knowledge, current technologies, and applied skills. | 5 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Gains knowledge about occupational health and safety, environmental awareness, and quality processes. | |
| PLO03 | Bilgi - Kuramsal, Olgusal | Has knowledge of basic electronic components comprising computer hardware and their operations. | |
| PLO04 | Bilgi - Kuramsal, Olgusal | Has knowledge about Atatürk's Principles and History of Revolution. | |
| PLO05 | Beceriler - Bilişsel, Uygulamalı | Keeps track of current developments and applications in computer programming, and utilizes them effectively. | |
| PLO06 | Beceriler - Bilişsel, Uygulamalı | Has the ability to solve problems in the field of computer programming. | |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | Creates algorithms and data structures, and performs mathematical calculations. | 5 |
| PLO08 | Beceriler - Bilişsel, Uygulamalı | Explains and implements web programming technologies. | |
| PLO09 | Beceriler - Bilişsel, Uygulamalı | Performs database design and management. | |
| PLO10 | Beceriler - Bilişsel, Uygulamalı | Tests software and resolves errors. | |
| PLO11 | Beceriler - Bilişsel, Uygulamalı | Can utilize software and package programs in the field of computer programming. | 4 |
| PLO12 | Beceriler - Bilişsel, Uygulamalı | Explains, designs and installs network systems. | |
| PLO13 | Beceriler - Bilişsel, Uygulamalı | uses word processor, spreadsheet, presentation programs. | |
| PLO14 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Can effectively present thoughts on computer technologies through written and verbal communication, expressing them clearly and comprehensibly. | |
| PLO15 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Takes responsibility as a team member to solve unforeseen complex problems encountered in practical applications of computer programming. | 2 |
| PLO16 | Yetkinlikler - Öğrenme Yetkinliği | Has awareness in career management and lifelong learning. | |
| PLO17 | Yetkinlikler - Alana Özgü Yetkinlik | Has societal, scientific, cultural, and ethical values in the collection, application, and announcement of results related to computer technologies. | |
| PLO18 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Follows developments in the field using a foreign language and communicates with colleagues. | |
| PLO19 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Can effectively communicate in Turkish both in written and oral forms. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Classes and methods | Preparation is not required. | Öğretim Yöntemleri: Anlatım |
| 2 | Classes and methods (cont.) | Preparation is not required. | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 3 | Inheritance | Preparation is not required. | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 4 | Polymorphism | Preparation is not required. | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 5 | Abstraction | Preparation is not required. | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 6 | Encapsulation | Preparation is not required. | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 7 | Exception Handling | Preparation is not required. | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 8 | Mid-Term Exam | Ölçme Yöntemleri: Yazılı Sınav |
|
| 9 | Numpy Arrays | Preparation is not required. | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 10 | Numpy Slicing | Preparation is not required. | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 11 | Numpy Random Numbers | Preparation is not required. | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 12 | Pandas Series and Dataframes | Preparation is not required. | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 13 | Pandas File Manipulation | Preparation is not required. | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 14 | Pandas Data Preprocessing | Preparation is not required. | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 15 | Pandas Data Visualization | Preparation is not required. | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 16 | Term Exams | Ölçme Yöntemleri: Yazılı Sınav |
|
| 17 | Term Exams | Ölçme Yöntemleri: Yazılı Sınav |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 3 | 42 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 3 | 42 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 1 | 3 | 3 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 5 | 5 |
| Final Exam | 1 | 18 | 18 |
| Total Workload (Hour) | 110 | ||
| Total Workload / 25 (h) | 4,40 | ||
| ECTS | 4 ECTS | ||