Degree | Type | Year |
---|---|---|
2503758 Data Engineering | OB | 3 |
You can view this information at the end of this document.
These concepts correspond to the contents of the subjects:
The main objective of the subject is to provide the elements for the modeling of experimental data, optimization with and without restrictions, multi-target optimization. Optimization methods and search algorithms, such as variational calculation, gradient descent methods, evolutionary computing. In particular:
Mathematically analyze the properties of a certain cost function to be optimized in order to choose the best optimization method and /or search algorithm
Formulate the most appropriate cost function for a particular problem of adjusting parameters or mathematical model according to the characteristics of the experimental data and requirements/restrictions of the problem
Title | Hours | ECTS | Learning Outcomes |
---|---|---|---|
Type: Directed | |||
Practice classes | 16 | 0.64 | 1, 3, 5, 6 |
Problem assessment | 24 | 0.96 | 1, 5 |
Theory Classes | 30 | 1.2 | 1, 2, 4, 5, 6 |
Type: Autonomous | |||
Studi | 60 | 2.4 | 1, 2, 3, 4, 5, 6 |
The subject is structured based on theory classes, problems and practices. Theory classes will introduce the concepts and techniques described in the course syllabus. you can continue to use the recommended basic bibliography. Problem classes aim to work on and understand concepts. The lists of problems and, once they have been solved in class, also the solutions will be posted on the Virtual Campus. The aim of the practices, to obtain and clarify the results of the procedures that have been introduced in the classes of theory and problems. The statement of each practice will be posted on the Virtual Campus in advance.
Annotation: Within the schedule set by the centre or degree programme, 15 minutes of one class will be reserved for students to evaluate their lecturers and their courses or modules through questionnaires.
Title | Weighting | Hours | ECTS | Learning Outcomes |
---|---|---|---|---|
Practices | 10% | 10 | 0.4 | 1, 2, 3, 4, 5, 6 |
Final exam | 40% | 4 | 0.16 | 1, 2, 4 |
Midterm exam | 30% | 4 | 0.16 | 1, 2, 4 |
Problem assessment and continuous evaluation | 20% | 2 | 0.08 | 1, 2, 3, 4, 5, 6 |
The assessment of the subject will consist of:
1. Midterm exam (30%)
2. Final exam (40%)
3. Exam of problems and continous evaluation (20%)
4. Practices (10%)
None of the Assessment activities removes material for the final exam. The final grade will be the weighted average of the activities. No minimum grade policy is set for any activity. If applying the weights mentioned above the student's grade is 5 or higher, the subject is considered passed and this may not be the subject of a new assessment. A student is considered to be "Not assessed" in the subject as long as there is no participation in any of the assessment activities. Therefore, it is considered that a student who performs some component of Continuous Assessment can no longer qualify for an “Unassessed”.
Recovery Process "To participate in the Recovery Process, students must have previously been assessed in a set of activities that represent a minimum of two thirds of the total grade of the subject or module." Section 3 of Article 112b. Recovery (UAB Academic Regulations). Students must have obtained an average grade of the subject between 4.0 and 4.9. The date of this test will be scheduled in the calendar of examinations of the Faculty. The student who presents and passes it will pass the subject with a grade of 5. Otherwise he will keep the same grade.
Irregularities in the Evaluation
Without prejudice to Other disciplinary measures deemed appropriate, and in ACCORDANCE with current academic regulations, "in the event that the student commits any Irregularities that may lead to a significant variation in the rating of an assessment actor, he / she will be graded with an 0 this actor of evaluation, independently of the disciplinary Process that can instruct. in case that produce Several Irregularities in the Acts of evaluation a same subject, the final qualification of this subject will be 0 ". Section 10 of Article 116. Results of the Evaluation. (UAB Academic Regulations) The Proposed Evaluation may undergo some modification depending on the restrictions on attendance imposed by the health authorities.
To be provided at the begining of the course
To be provided at the begining of the course
Name | Group | Language | Semester | Turn |
---|---|---|---|---|
(PAUL) Classroom practices | 811 | Catalan | first semester | afternoon |