Human Computer Interaction & Machine Learning
What you'll learn
- All aspects from basic to advance linked with Human Compute Interaction
Course content
- Preview21:18
- 21:28Introduction to Prototyping
- 21:16Introduction to Evaluation Strategies
- 23:51Interviews and Participation Observation
- 11:58Evolution of the Graphical User Interface - GUI
- 31:52Longitudinal & Sporadic Fact Collection Techniques
- 14:16Storyboarding
- 24:30More on Prototyping
- 28:02Heuristic Evaluations
- 26:55Mental Models & Cognitions
- 09:51Typography
- 25:33HCI-Scent
- 28:04Layouts and basics of SWING
- 20:41AR Vs. VR
Requirements
- N/A
Description
Welcome to Human-Computer Interaction Course - (HCI). This course will elaborate almost all the basics of Human-Computer Interaction principals with real-world examples. Following are the list of Learning Objectives (LO) covered in this module.
To understand what is Human-Computer Interaction - HCI
To understand requirement collection techniques in HCI
To understand how to design HCI experiments
To understand how HCI evaluations are taking place.
To understand the evolution of the Graphical User Interfaces - GUIs
To understand the difference between Virtual Reality and Augmented Reality
Machine Learning
Setting up the Environment for Machine Learning:-Downloading & setting-up Anaconda, Introduction to Google Collabs
Supervised Learning Techniques:-Regression techniques, Naïve Bayer’s, Artificial Neural Networks
Unsupervised Learning Techniques:- Clustering, K-Means clustering
Who this course is for:
- All undergraduate and postgraduate students following computer science, software engineering, information systems, information technology
Instructors
![Kaneeka Vidanage](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64"%3E%3C/svg%3E){kind=avatar}
- 4.2 Instructor Rating
- 125 Reviews
- 38,281 Students
- 5 Courses
Started my carrier as a software engineer is a multi-national software organization specializing in the area of SQL Server Reporting Services (SSRS) and ASP.NET application development.
Own experience as an external consultant in several national and international organizations in the area of sofrware desingning, SQL and back end development.
Due to the great enthusiasm towards to funtion as a full time academic, joined with the academics disclipine as a lecturer. During the journey of an academic carrier as a lecturer, gradually moved into the reseach segment, specializing in AI and semantic web.
Henceforth, earned a Masters in Computer science as well as a full research qualification, Master of Philosophy (M .Phil) in AI and Semantic Web. Presntly, at the thesis writing period of the PhD in Ontology Engineering, which is to be completed in 2021.
Afer earning the research qualification M Phil, promoted to the role of senior lecturer and currenly fucntioning as the fourth year research project cordinator as well.
Apart from that, I have done close to 25 first authored publications in reputed conferences and journals which are listed in Web of Science Indexed pool. Most of my publications are in the area of using AI with psychology to enhance the effectiveness of psychotherapy.
Additionally, I am an experienced project superviser, whom has already supervised significant amount of both undergraduate and postgraduate researchers.
Apart from the academic work, I am a music lover and experimenter. I have studied Western Music from Trinity College London, inclusive of both theory and practicle aspects. In associated with the Western Music skillsets , I do maintain a Youtube channel or guiding novice to learn Keyboard
Following is a gist of my academic qualifications :-
BSc in MIS - National University of Ireland.
MSc in Computer Science - University of Colombo
M.Phil (Master of Philosophy )in AI and Semantic Web - University of Colombo
PhD in Ontology Engineering - Final Year -University Malaysia Terengganu (UMT)
Keyboardist and Digital Music Producer - Integration of Music with AI
- 3.9 Instructor Rating
- 1,269 Reviews
- 92,557 Students
- 19 Courses
I have 9 years of work experience as a Researcher, Senior Lecturer, Project Supervisor & Engineer.
MSc Artificial Intelligence (University of Moratuwa), BSc Software Engineering - First Class Honours (University of Westminster),SCJP, SCWC
I have completed a MSc in Artificial Intelligence.
Completed BSc Software Engineering - First Class Honors from University of Westminster (UK).
Sun Certified Java Programmer (SCJP). – 93% and a Sun Certified Web Component Developer 97%. .
I have research experience in Data mining, Machine Learning , Cloud computing, Business Intelligence & Software Engineering