In this series of videos we introduce Machine Learning Conferences. Machine Learning Workshop Series organized by the Computer Science Students’ Association of University of Kelaniya was held successfully on 20th Dec, 2020 with more than 160 participants.
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Machine Learning Workshop Series - Week 01 (Python Programming Basics)
In this week we discussed about Python Programming Fundamentals required for Machine Learning Practical implementations.
Download the Materials from here: https://github.com/aieml/python-tutorial
Machine Learning Workshop Series - Week 02 (Python Decision Making, Loops and Functions)
In this week we discussed about Python Programming Fundamentals, Decision Making, Loops and Functions required for Machine Learning Practical implementations. Next Week we are going to discuss about the Python Modules and Contributed Modules (Numpy, Matplotlib, OpenCV, Pandas and etc)
Download the Materials from here: https://github.com/aieml/python-tutorial
Machine Learning Workshop Series - Week 03 (Python Modules, Numpy, Matplotlib, OpenCV, Pandas)
In this week we discussed about Python Programming Fundamentals, Decision Making, Loops and Functions required for Machine Learning Practical implementations. Next Week we are going to discuss about Machine Learning, Supervised Machine Learning and K Nearest Neighbor Algorithm
Download the Materials from here: https://github.com/aieml/Python-Modules-Tutorial
Machine Learning Workshop Series - Week 04 (Introduction Machine Learning, Supervised ML)
In this week we discussed Machine Learning, Supervised ML, and classification problems. Next week we are going to discuss K Nearest Neighbor Algorithm and implement a Sinhala Character Recognition Algorithm.
Download the Materials from here: https://github.com/aieml/MLW-Day-01
Machine Learning Workshop Series - Week 05 (K Nearest Neighbors Classifier)
In this week we discussed the K Nearest Neighbor Algorithm. Next week we are going to discuss the Linear Regression algorithm and Implement a Heart Risk Level Prediciton WebApp.
Download the Materials from here: https://github.com/aieml/MLW-Day-01
Machine Learning Workshop Series - Week 06 (Linear Regression)
In this week we discussed Linear Regression, Polynomial Regression, and Multivariable Linear Regression.
Download the Materials from here:
#python #machine-learning
