Insegnamento a.a. 2020-2021

20591 - COMPUTER PROGRAMMING AND DATABASE SYSTEMS

Department of Decision Sciences

Course taught in English
Go to class group/s: 23
DSBA (8 credits - I sem. - OB  |  SECS-S/01)
Course Director:
CARLO LUCIBELLO

Classes: 23 (I sem.)
Instructors:
Class 23: CARLO LUCIBELLO


Mission & Content Summary

MISSION

Scope of the course is to provide the students with a wide range of skills and knowledge in computation and data management/analysis, which are extensively used throughout the whole education program. While not strictly mandatory, some previous exposure to computer programming (and in particular to the Python language) is highly recommended for this course.

CONTENT SUMMARY

  • Fast and furious introduction to Python.
  • Advanced programming techniques.
  • The Numpy scientific library.
  • Data manipulation with Pandas.
  • Relational databases (SQLite).
  • Non-relational databases (MongoDB).
  • Cloud computing on the The Google Cloud Platform.
  • Parallel and distributed computation (MapReduce).
  • Large scale data analysis with PySpark.

Intended Learning Outcomes (ILO)

KNOWLEDGE AND UNDERSTANDING

At the end of the course student will be able to...
  • Describe fundamental programming strategies and the functioning principles of database systems.

APPLYING KNOWLEDGE AND UNDERSTANDING

At the end of the course student will be able to...
  • Read/write advanced Python codes.
  • Master object-oriented programming.
  • Develop codes for algorithmic problem solving.
  • Handle large scale databases.

Teaching methods

  • Face-to-face lectures
  • Online lectures
  • Exercises (exercises, database, software etc.)

DETAILS

Exercises consist in programming assignments to be done in class under the supervision of the Instructor and  the Teaching Assistants.


Assessment methods

  Continuous assessment Partial exams General exam
  • Written individual exam (traditional/online)
     x

ATTENDING AND NOT ATTENDING STUDENTS

  • The written exam consists in programming exercises to be performed in the computer room.

 

The exam is used to asses both the "knowledge and understanding" and the "applying knowledge and understanding" learning  objectives.


Teaching materials


ATTENDING AND NOT ATTENDING STUDENTS

The textbooks are communicated prior to the start of the course. Handouts of each lecture and sample codes are provided.

Last change 01/09/2020 18:07