Marija Stanojevic

CIS 4523/5523: Knowledge Discovery and Data Mining

Temple University, Spring 2022, Section 1, Instructor: Prof. Zoran Obradovic

Teaching Assistant: Marija Stanojevic
Office: 334 SERC
Email: marija.stanojevic@temple.edu
Office hours: Tue 1:00-3:00 pm and by appointment

Enrollment: 32 graduate and senior students.
Publically available course materials.
For details and zoom sessions, go to Canvas.

CIS 2107: Computer Systems & Low-Level Programming

Temple University, Spring 2022, Section 4, Instructor: Dr. Ola Ajaj

Teaching Assistant: Marija Stanojevic
Office: 334 SERC
Email: marija.stanojevic@temple.edu
Office hours: Thr 11:00 am - 1:00 pm and by appointment

Enrollment: 29 undergraduate students.
Sylabus and Resources.
Publically available lab materials.
For details and zoom sessions, go to Canvas.

CIS 2107: Computer Systems & Low-Level Programming

Temple University, Fall 2021, Section 3, Instructor: Dr. Ola Ajaj
Section 6, Instructor: Dr. Sophia Salvatore

Teaching Assistant: Marija Stanojevic
Office: 334 SERC
Email: marija.stanojevic@temple.edu
Office hours: Mon and Thr 3:00 - 5:00 pm and by appointment

Enrollment: 51 undergraduate students.
Sylabus and Resources.
Publically available lab materials.
For details and zoom sessions, go to Canvas.
Students' feedback: Section 3 and Section 6.

CIS 2107: Computer Systems & Low-Level Programming

Temple University, Spring 2021, Section 4, Instructor: Prof. Krishna Kant

Teaching Assistant: Marija Stanojevic
Office: 334 SERC
Email: marija.stanojevic@temple.edu
Office hours: Thr 11:00 am - 1:00 pm and by appointment

Enrollment: 15 undergraduate students.
Sylabus.
Publically available lab materials.
For details and zoom sessions, go to Canvas.
Students' feedback: Section 4.

CIS 2107: Computer Systems & Low-Level Programming

Temple University, Fall 2020, Section 2, Instructor: Dr. Ola Ajaj

Teaching Assistant: Marija Stanojevic
Office: 334 SERC
Email: marija.stanojevic@temple.edu
Office hours: Fri 10:00 am - 12:00 pm and by appointment

Enrollment: 20 undergraduate students.
Sylabus.
Publically available lab materials.
For details and zoom sessions, go to Canvas.

Temple University, NLP Course Proposal

Syllabus (I created this syllabus for advanced students and I was supposed to be the instructor. Unfortunatelly, due to COVID-19, this course was never realized even though it was approved by the department chair).

CIS 2107: Computer Systems & Low-Level Programming

Temple University, Spring 2019, Section 1, Instructor: Dr. Ola Ajaj
Section 5, Instructor: Dr. Joseph Jupin

Teaching Assistant: Marija Stanojevic
Office: 334 SERC
Email: marija.stanojevic@temple.edu
Office hours: Tue 3:00 - 4:00 pm, Wed 10:00 - 11:00 am, and by appointment

Enrollment: 40 undergraduate students.

Materials for labs:

• Lab 1 - introduction to linux and C.
• Lab 2 - basics of systems and C.
• Lab 3 - headers, control structures, loops, functions.
• Lab 4 - pointers, memory allocation, preprocessor, bit manipulation, numbers conversion.
• Lab 4 code.
• Bitwise manipulation and numbers conversion.
• Lab 5 - multidimensional arrays, pointers to functions, preprocessor, ctype.h and string.h.
• Lab 5 code.
• Lab 6-8 - structures, files manipulation, memory allocation..
• Test regarding covered materials (with solutions)..

CIS 2168: Data Structures

Temple University, Fall 2018, Sections 5 and 6, Instructor: Dr. Xiuqi Li

Teaching Assistant: Marija Stanojevic
Office: 334 SERC
Email: marija.stanojevic@temple.edu
Office hours: Tue 3:00 - 4:00 pm, Thr 1:00 - 2:00 pm, and by appointment

Materials for labs:

• Assignment 1 - common mistakes and lessons to learn.
• Assignment 2 - objects, arrays and linked lists in memory; linked lists manipulation.
• Assignment 2 - Test cases for SimpleLinkedList implementation.
• Assignment 3 - time and space complexity; stacks and queues; static fields and methods.
• Assignment 4 - recursion, call-by-value, call-by-reference.
• Assignment 4 - Test cases for Recursive implementation of linked list.
• Assignments 5-7 - Trees.
• Map, Set and HashTable.
• Sorting algorithms.

Computer Architecture Course

University of Belgrade, Fall 2014, Instructor: Prof. Jovan Djordjevic

Undergraduate Teaching Assistant: Marija Stanojevic
Book

Practicum in Computer Applications Course

University of Belgrade, Fall 2011 and Spring 2012, Instructor: Prof. Bosko Nikolic

Undergraduate Teaching Assistant: Marija Stanojevic
Course Details

Talks

• - Timely Mental Health Assessments and Chatbot: Navigating Challenges and Enhancing Patient Care, Digital Mental Health International Congress 2024, Ottawa, ON, Canada, September 19th, 2024
• - Machine Unlearning, AICamp, Toronto, ON, Canada, September 17th, 2024
• - Machine Unlearning: Addressing Bias, Privacy, and Regulation in LLMs and Multimodal Models, Toronto Machine Learning Summit, Toronto, ON, Canada, 15th, 2024
• - Multimodal Machine Learning for Healthcare, University of Toronto, Toronto, ON, Canada, July 28th, 2023
• - Inaugural Data Science Career Panel, NorthEast BigData Innovation Hub talk, Virtual, February 19th, 2021
• - Modeling Scientific Texts, CST Research Mixer, Temple University, Philadelphia, PA, December 7th, 2020
• - Surveying Public Opinion Using Label Prediction on Social Media Data, The 8th Mid-Atlantic Student Colloquium on Speech, Language and Learning, Washington, D.C., March 6th, 2020
• - Surveying Public Opinion Using Label Prediction on Social Media Data, ASONAM 2019, Vancouver, BC, Canada, August 29th, 2019
• - A Pilot of a Cognitive Computing System to Analyze Immunization Data, US-Serbia & West Balkan Data Science Workshop, Belgrade, August 28th, 2018
• - ETL with Big Data Implemented in PHP and SQL, PHP Serbia meetup, Belgrade, June 21st, 2016
• - Developing data focused software for insight into education with SCRUM methodology, Faculty of Information Technologies, Metropolitan University, Belgrade, May 26th, 2016
• - Inovation in Education, Science is Not a Boogeyman, April 3rd, 2015
• - Centuries of Search - Jupiter, Astronomical Society Alfa, University of Nis, January 28th, 2010
• - Cassini-Huygens Mission, Astronomical Society Alfa, University of Nis, June 24th, 2008
• - Sachs' and Ulam's Spiral, Petnica Science Center, Physics camp, October 2007

CS Outreach

• - Investigate Water Pollution Sources using ArcGIS Online, TechGirlz, Philadelphia, April 19th, 2019
• - Introduction to Artificial Intelligence and Machine Learning, Temple University, Philadelphia, April 17th, 2019
  • 1) Linear regression example: diabetes dataset
  • 2) Logistic regression example: Iris dataset (see also jupyter notebook)
  • 3) Neural network example (CNN): CIFAR dataset (see also jupyter notebook)
• - Generating Word Maps Using Text Mining, TechGirlz, Philadelphia, March 14th, 2019
• - Artificial Intelligence: How Computers Learn, TechGirlz, Philadelphia, January 10th, 2019
• - Computer Programming with C++, TechGirlz, Philadelphia, Dec 13th, 2018
• - Python Programming, TechGirlz, Philadelphia, November 8th, 2018
• - STEM Fair, Artificial Intelligence: How Computers Learn, Franklin Institute, Philadelphia, October 6th, 2018
• - Make a Website Using HTML/CSS, TechGirlz, Philadelphia, September 8th, 2018
• - What's Inside of Computer, TechGirlz, Philadelphia Science Carnival, Philadelphia, November 8th, 2018

Soft-Skills Tranining Sessions & Technical Tutorials Delivered

Session	Topic	Event	Date
Grants Introduction	Fundraising	Grants Introduction in Belgrade	13 Dec 2015
Knowledge Transfer & Knowledge Management	Knowledge Management & Transfer	Trainshop beRICHER16 Skopje 2015	28 Nov 2015
Change Management	Change Management	Trainshop beRICHER16 Skopje 2015	28 Nov 2015
Meeting Theory and Practice	Fundraising	Trainshop beRICHER16 Skopje 2015	26 Nov 2015
Calling Theory and Simulations	Fundraising	Trainshop beRICHER16 Skopje 2015	25 Nov 2015
Negotiation	Fundraising	Trainshop beRICHER16 Skopje 2015	25 Nov 2015
Grants Introduction	Fundraising, Grants	Trainshop beRICHER16 Skopje 2015	24 Nov 2015
LBG Training: Motivation, Delegation & Monitoring	Human Resources, Motivation	Trainshop beRICHER16 Skopje 2015	23 Nov 2015
Persuasion	Persuasion	Trainshop beRICHER16 Skopje 2015	22 Nov 2015
Feedback Training	Communication	Training Day in Belgrade	17 May 2015
Booklets & Offers	Fundraising	South Meeting Belgrade 2015	5 Apr 2015
FR steps & Tools	Fundraising	South Meeting Belgrade 2015	4 Apr 2015
Project Management	Project Management	Advanced Training Weekend in Belgrade	8 Mar 2015
Team Dynamics and Management	Group Dynamics, Human Resources	Advanced Training Weekend in Belgrade	7 Mar 2015
Facilitation Training	Case Study, Interaction & Facilitation	EduCo Winter Meeting Istanbul Yildiz 2015	14 Feb 2015
beGranted	Fundraising	beGranted in Belgrade	13 Dec 2014
Erasmus+ and EYF: Requirements and Opportunities for BEST International	Fundraising	Grants SIM Prague 2014	11 Oct 2014
beGranted	Fundraising	Grants SIM Prague 2014	10 Oct 2014
Reporting Grants	Fundraising	Grants and Advanced FR Workshop	30 Sep 2014
Calling Simulation - FR	Fundraising	Grants and Advanced FR Workshop	30 Sep 2014
Writing Grant Application	Fundraising	Grants and Advanced FR Workshop	29 Sep 2014
Fundraising Tips and Tricks	Fundraising	Grants and Advanced FR Workshop	29 Sep 2014
University & International FR - Introduction	Fundraising	Grants and Advanced FR Workshop	28 Sep 2014
Grants Theory	Fundraising	Grants and Advanced FR Workshop	28 Sep 2014
beFRied	Fundraising	finTeam Winter Meeting Moscow 2014	6 Feb 2014
How to Write Succesful Grant Application?	Fundraising	Grants SIM Stockholm 2013	21 Sep 2013
How to Write Successful Grant Application	Fundraising	Grants Training in Belgrade	3 Aug 2013
BKT	BEST Knowledge Transfer	MW Maribor in Maribor	12 Apr 2013
FR Introduction	Fundraising	Local GA + MW in Mostar	20 Dec 2012
Booklets	Fundraising	FR Advanced Training in Belgrade	19 Dec 2012
Calls&Meetings Simulation	Fundraising	FR Advanced Training in Belgrade	19 Dec 2012
Steps&Tools in FR	Fundraising	FR Advanced Training in Belgrade	19 Dec 2012
FR Introduction	Fundraising	FR Introduction in Belgrade	12 Dec 2012
Introduction to FR	Fundraising	Motivation Weekend - Autumn12	9 Dec 2012
BEST Knowledge Transfer	BEST Knowledge Transfer	Motivation Weekend - Autumn12	7 Dec 2012
Calling and Meeting Simulation	Fundraising	Joint LBGs' Training Brno 2012	23 Nov 2012
Grants	Fundraising	Joint LBGs' Training Brno 2012	23 Nov 2012
Introduction to FR	Fundraising	Joint LBGs' Training Brno 2012	23 Nov 2012
Steps and Tools on FR	Fundraising	Joint LBGs' Training Brno 2012	23 Nov 2012
Grants - Everything You Need to Know	Fundraising	North-West Meeting Liege, Nancy, Rome 2012	3 Nov 2012
finTeam Case Study	Fundraising	North-West Meeting Liege, Nancy, Rome 2012	2 Nov 2012
Writing International Grants	Fundraising	Grants SIM Nis 2012	21 Oct 2012
Get to Know Grants	Fundraising	Trainshop beRICHER13 Izmir 2012	2 Oct 2012
Calling & Meeting Simulation	Communication, Fundraising	Trainshop beRICHER13 Izmir 2012	2 Oct 2012
Steps&Tools on FR	Fundraising	Trainshop beRICHER13 Izmir 2012	29 Sep 2012
Booklets & Offers	Fundraising	Trainshop beRICHER13 Izmir 2012	29 Sep 2012
fT & GWG	Fundraising	Trainshop beRICHER13 Izmir 2012	28 Sep 2012
Get to Know Grants	Fundraising	finTeam Summer Meeting Novi Sad 2012	17 Aug 2012
How to Develop Your Career	Career Coaching	Nis	9 Feb 2010