Genel Bilgi Konu Başlıkları Yeterlilik İlişkisi Değerlendirme Sistemi Öğrenme Çıktıları Özgü Ölçüt Matrisi

Hafta	Teori Konu Başlıkları
1	Data Pipeline Architecture
2	Database Systems Overview
3	File Handling Mechanisms
4	Relational Database Theory
5	Data Cleaning and Transformation
6	Pipeline Design Patterns
7	MIDTERM
8	Data Quality and Validation
9	Monitoring and Logging
10	Data Pipeline Deployment Strategies
11	Production-Grade Data Pipelines
12	Scalability and Optimization
13	Containerization and Virtualization
14	Networking Basics for Data Engineers

Hafta	Uygulama Konu Başlıkları
1	Installation and configuration of data pipeline tools, SQL and NoSQL databases
2	A Quick Tour of installed data pipeline tools and databases
3	Reading and Writing Files
4	Working with Databases
5	Cleaning, Transforming, and Enriching Data
6	Building a Data Pipeline
7	MIDTERM
8	Data Validation
9	Monitoring Data Pipelines
10	Deploying Data Pipelines
11	Building a Production Data Pipeline 1
12	Building a Production Data Pipeline 2
13	Containers, Networking Basics, and Socket Programming
14	Invited Talk from the Industry