Duyurular & Dokümanlar

Duyuru 4

Online Class on October 15 (for Introduction to Data Mining)
Duyuru
14.10.2026

Dear Students,

According to the announcement made by the university administration, classes on October 15 will be held online:

https://x.com/YildizEdu

Therefore, our lecture this week will be conducted online.

Best regards,
Birol Aslanyürek

STATISTICS - General Information
Duyuru
8.10.2026

General information about the course is provided in the attachment.

info-Statistics_2026.pdf Creative Commons License

INTRODUCTION TO DATA MINING - General Information
Duyuru
28.09.2026

General information about the course is provided in the attachment.

info-Introduction_Data_Mining_2026.....pdf Creative Commons License

Haftalık Programım
Duyuru
28.09.2026

Haftalık programım ektedir.

Birol_Aslanyürek_Haftalık_Programı_....pdf Creative Commons License

Ders Notu 20

INTRODUCTION TO DATA MINING - Lecture Notes 1 (introduction)
Ders Notu
30.09.2026

"Lecture Notes 1" is provided in the attachment.

1_Introduction.pdf Creative Commons License

INTRODUCTION TO DATA MINING - Lecture Notes 2 (Data and Data Types)
Ders Notu
8.10.2026

"Lecture Notes 2" is provided in the attachment.

2_Data_and_DataTypes.pdf Creative Commons License

INTRODUCTION TO DATA MINING - Lecture Notes 3 (Data Preprocessing)
Ders Notu
8.10.2026

"Lecture Notes 3" is provided in the attachment.

3_Data_Preprocessing.pdf Creative Commons License

INTRODUCTION TO DATA MINING - Lecture Notes 4 (Similarity and Dissimilarity)
Ders Notu
14.10.2026

"Lecture Notes 4" is provided in the attachment.

4_Similarity_Dissimilarity.pdf Creative Commons License

INTRODUCTION TO DATA MINING - Lecture Notes 5 (Classification and Decision Trees)
Ders Notu
15.10.2026

"Lecture Notes 5" is provided in the attachment.

5_Classification_Decision_Trees.pdf Creative Commons License

INTRODUCTION TO DATA MINING - Example of an Decision Tree (Gini Index)
Ders Notu
15.10.2026

The example is provided in the attachment.

Example_Decision_Tree_Gini_Index.pd....pdf Creative Commons License

INTRODUCTION TO DATA MINING - Example of an Decision Tree (ID3 tree)
Ders Notu
22.10.2026

The example is provided in the attachment.

Example_Decision_Tree_ID3.pdf Creative Commons License

INTRODUCTION TO DATA MINING - Lecture Notes 6 (overfitting) (UPDATED on 01/11/2026)
Ders Notu
22.10.2026

"Lecture Notes 6" is provided in the attachment. Page 22 has been expanded into two pages.

6_Overfitting.pdf Creative Commons License

INTRODUCTION TO DATA MINING - Lecture Notes 7 (Imbalanced Classes)
Ders Notu
5.11.2026

"Lecture Notes 7" is provided in the attachment.

7_Imbalanced_Classes.pptx Creative Commons License

STATISTICS - Lecture Notes 1
Ders Notu
30.09.2026

The document "Lecture Notes 1" is provided in the attachment.  

Statistics_1.pdf Creative Commons License

STATISTICS - Lecture Notes 2 (UPDATED on 08/10/2026)
Ders Notu
30.09.2026

The document "Lecture Notes 2" is provided in the attachment.  Page 8 and page 13 have been updated.

Statistics_2.pdf Creative Commons License

STATISTICS - Lecture Notes 3
Ders Notu
30.09.2026

The document "Lecture Notes 3" is provided in the attachment.  

Statistics_3.pdf Creative Commons License

STATISTICS - Lecture Notes 4
Ders Notu
30.09.2026

The document "Lecture Notes 4" is provided in the attachment.  

Statistics_4.pdf Creative Commons License

STATISTICS - Lecture Notes 5 (UPDATED on 22/10/2026)
Ders Notu
30.09.2026

The document "Lecture Notes 5" is provided in the attachment.   Page 17 has been updated.

Statistics_5.pdf Creative Commons License

STATISTICS - Statistic Tables
Ders Notu
30.09.2026

Statistic tables are provided in the attachment.  

Statistics_Tables.pdf Creative Commons License

STATISTICS - Lecture Notes 6
Ders Notu
30.09.2026

The document "Lecture Notes 6" is provided in the attachment.  

Statistics_6.pdf Creative Commons License

STATISTICS - Lecture Notes 7
Ders Notu
6.11.2026

The document "Lecture Notes 7" is provided in the attachment.  

Statistics_7.pdf Creative Commons License

STATISTICS - Lecture Notes 8
Ders Notu
6.11.2026

The document "Lecture Notes 8" is provided in the attachment.  

Statistics_8.pdf Creative Commons License

STATISTICS - Worksheet about Sampling Theory and Confidence Interval
Ders Notu
6.11.2026

Worksheet about Sampling Theory and Confidence Interval is provided in the attachment.

Sampling_Conf_Interval_Worksheet.pd....pdf Creative Commons License

STATISTICS - The Solution of Worksheet about Sampling Theory and Confidence Interval
Ders Notu
6.11.2026

"The Solution of Worksheet about Sampling Theory and Confidence Interval" is provided in the attachment.

SOLUTIONS_Sampling_Conf_Interval_Wo....pdf Creative Commons License

Tez Dosyaları 6

Makine Öğrenmesi Teknikleriyle Mikrodalga Meme Kanserinin Tespiti ve Konumunun Belirlenmesi

725730_YOKSIS.pdf Creative Commons License

Çocuk Hastaların Tanısının Belirlenmesinde Hasta Verilerindeki Özniteliklerin Çıkarılması

888548.pdf Creative Commons License

Makine Öğrenmesi ile Hazır Giyim Perakende Sektöründe Satış Tahmini

888760.pdf Creative Commons License

Yeni Doğanların Yoğun Bakım İhtiyacının Makine Öğrenmesi Teknikleri ile Doğum Öncesinde Tahmin Edilmesi

YOKSIS_769560.pdf Creative Commons License

Veri Madenciliği Kullanılarak Mikrodalga Verileri ile Beyindeki Kitlesel Lezyonların Teşhisi

TEZ_YOKSIS.pdf Creative Commons License

Hipospadias olgularında inflamatuar sürecin veri madenciliği yöntemleri ile tespiti

YOKSIS_Hülya_Acar_Tez.pdf Creative Commons License