aj-54 / machine-learning-projects

Machine-Learning-Projects

Some tips and tricks that can be of great help when studying and working with a machine learning dataset –

1. Have a clear and in-depth understanding of the problem that the dataset represents.
2. Always summarize the machine learning dataset using descriptive statistics.
3. Make a note of the structures you observe in the data and put forward all the relationships observed in the data.
4. Quickly test a couple of top machine learning algorithms on the dataset and find out which general class of algorithms has a better performance.
5. Tune the algorithms to identify the algorithm that performs well for a given data problem and tune it accordingly.