COP4434 IBM Big Data and AnalyticsBahçeşehir UniversityDegree Programs LAWGeneral Information For StudentsDiploma SupplementErasmus Policy StatementNational QualificationsBologna Commission
LAW
Bachelor TR-NQF-HE: Level 6 QF-EHEA: First Cycle EQF-LLL: Level 6

Course Introduction and Application Information

Course Code Course Name Semester Theoretical Practical Credit ECTS
COP4434 IBM Big Data and Analytics Spring 3 0 3 6
This catalog is for information purposes. Course status is determined by the relevant department at the beginning of semester.

Basic information

Language of instruction: English
Type of course: Non-Departmental Elective
Course Level: Bachelor’s Degree (First Cycle)
Mode of Delivery: Face to face
Course Coordinator : Dr. Öğr. Üyesi CEMAL OKAN ŞAKAR
Course Lecturer(s): Prof. Dr. TAŞKIN KOÇAK
Dr. Öğr. Üyesi CEMAL OKAN ŞAKAR
Recommended Optional Program Components: None
Course Objectives: The students will take lectures from senior executives from IBM. Each lecture will focus on a different subject and the lecturer will share his/her own experiences together with the theoretical basis of the subject.
The courses will include Business Analytics & Big Data capabilities and service areas including key concepts, services, IBM software, hardware offerings and IBM assets. In addition, industry use cases are used to illustrate effective use of Big Data services. The courses will help students to prepare for a successful professional career.

Learning Outcomes

The students who have succeeded in this course;
Expected benefits are multidimensional such as:
- Graduating engineers being much more ready for the professional work
- Directing academic research (including thesis) to real life problems and business needs
- Creating new industry projects formed as the application of new technologies
Hence, this course will be another good addition to our activities in industry-academia partnership.

Course Content

The course will include Big Data and analytics capabilities and service areas including key concepts, services, IBM software, hardware offerings and IBM assets. In addition, industry use cases are used to illustrate effective use of Big Data services.

Weekly Detailed Course Contents

Week Subject Related Preparation
1) Big Data & Analytics for Better Business Outcomes
2) Industry Aligned Big Data, Top Use Cases
3) Overview of Big Data Technology & IBM Big Data Platform
4) IBM Big Data Platform, Data Explorer
5) Data Warehousing
6) Information Integration, Master Data Management, Guardium, OPTIM
7) Hadoop Technology
8) Midterm
9) Master Data Management for Customer
10) Integrating Unstructured Data in the Enterprise
11) Text Analytics
12) Infrastructure for Big Data & Analytics
13) Infrastructure for Big Data & Analytics
14) Recap

Sources

Course Notes / Textbooks: Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die by E. Siegel
References:

Evaluation System

Semester Requirements Number of Activities Level of Contribution
Quizzes 2 % 5
Project 1 % 25
Midterms 1 % 30
Final 1 % 40
Total % 100
PERCENTAGE OF SEMESTER WORK % 35
PERCENTAGE OF FINAL WORK % 65
Total % 100

ECTS / Workload Table

Activities Number of Activities Duration (Hours) Workload
Course Hours 14 3 42
Project 1 20 20
Quizzes 2 14 28
Midterms 1 25 25
Final 1 30 30
Total Workload 145

Contribution of Learning Outcomes to Programme Outcomes

No Effect 1 Lowest 2 Low 3 Average 4 High 5 Highest
           
Program Outcomes Level of Contribution
1) List the relations between concepts and institutions related to various legal disciplines and this concepts and institutions.
2) Have the knowledge of legal methodology and methods of comment.
3) Comment the modern legal gains with the historical knowledge.
4) Have the knowledge of philosophical currents of thought which are the bases of legal rules.
5) Have the knowledge of legal regulations, judicial decisions and the scientific evaluations related to them.
6) Resolve the juridical disagreements in light of legal acts, juridical decisions and doctrine.
7) Use at least one foreign language as scientific language.
8) Have the knowledge of the political and juridical foundation of the state.
9) Have the knowledge of the historical development of the rights of individuals and societies and of the basic documents which are accepted throughout this development.
10) Have the ability to resolve the disagreements which can violate the social order in national or international level.
11) Have the ability to prevent the juridical disagreements between individuals.
12) Have the knowledge of international and comparative law systems.
13) Have the knowledge of the construction and the conduct of the national and international commercial relations.
14) Use Turkish in an efficient way both verbal and written.
15) Have the professional and ethical responsibility.
16) Have the knowledge on the European Union’s legislation and institutions.
17) Have the knowledge on juridical regulations and applications related to economical and financial mechanisms.
18) Have the knowledge of the operation of the national and the international judicial bodies.