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Uki Data Science Online - Coggle Diagram
Uki Data Science Online
Participants 40
Uki few dropped
Moratuwa Uni
Peradeniya Uni
SLIIT
Jaffna university college lecturer
Tech lead & CEO
YIT people - dropped
School leavers
Completing - 20 students
Course Details
10 Weeks(23rd Nov 20 - 02nd Feb 21)
Content updated on aki lms
Weekly tasks & Quizzes
(Monday & Tuesday 8PM-10PM)
Grading
Pass, Distinction & High Distinction(Based on the weekly task evaluation and in class activities)
Certification
Lecturers
Uthaya Theory
Sayanthini Revision & Practical
Course Outline
Weekly Content
Machine Learning
Supervised Machine Learning
Data format and visualization
Unsupervised Learning Algorithms
Data and libraries with Scipy
Data Pre-processing and Dimensionality Reduction
Python and libraries in Python
Model Evaluation and Improvement
Introduction to Data Science & Python
Case Studies and Research