
| Course Code | : UTFY520 |
| Course Type | : Area Elective |
| Couse Group | : Second Cycle (Master's Degree) |
| Education Language | : Turkish |
| Work Placement | : N/A |
| Theory | : 3 |
| Prt. | : 0 |
| Credit | : 3 |
| Lab | : 0 |
| ECTS | : 5 |
The course aims to provide students with an introduction to data science and machine learning using the Python programming language. Students will learn basic Python commands and topics that provide an introduction to data science and machine learning using the Python programming language. The course will help students understand the use of basic Python commands and how they apply them to data science and machine learning. Fundamental concepts of data science and the working principles of machine learning algorithms will be introduced. Additionally, students will learn how to use Python to extract summary statistics from data sets, summarize and visualize data, organize data sets and test their reliability, develop machine learning models, and
The "Data Science and Machine Learning with Python" course is designed to cover the fundamentals of data science and machine learning. Students will receive comprehensive training in the Python programming language, which can be used in data science, machine learning, and deep learning. The course will cover fundamental concepts of the Python programming language and the use of specialized libraries in Python for data science and machine learning. The course will cover topics such as data visualization, data exploration, feature selection, predictive models, and model performance evaluation using Python. Information about Python libraries used in deep learning and machine learning is also provided.