This is a course about data science and machine learning without using any programming!
Orange 3 is used as the platform for the course. It is public domain and very powerful tool with a lot of flexibility. It is a visual environment making it very easy to demonstrate your work to others. You do not need to have any background in machine learning in order to follow this course. I have tried to keep the concepts very simple and provide enough theory to get you started. I provide resources for further reading if you want to advance your knowledge in machine learning and data science.
Although Orange 3 is a simple tool, it can accomplish advanced tasks. I did not cover all of Orange 3’s capabilities, however at the end of the course you will be able to experiment with all of its features.
I will cover a variety of topics:
Handling of imbalanced data sets
Modelling for both classification and regression problems
Support vector machines
Time series forecasting. This is normally a subject of advanced courses but I thought to include it and give you an idea of how it is performed, as so many real life problems are time series
Courses : 1
Specification: Applied Machine Learning without coding using Orange 3
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