Hello to all, how was your day four?? Comment down fast, first. With my #7daysofml day4.
I hope it was great. Here’s how mine went.
Contents
Goals For The Day
- Visualize data to gain some insights
- Looking for correlations in the data
- Experimenting with Attributes
- Combining some
- Creating new ones.
Experience Of The Day: Data In ML
Today was quite light and lazy for the challenge. Because I had some unexpected commitments that I had to fulfill.
But today, I got much better insights into the data.
I saw:
- How all the elements (attributes) affect each other
- How the main attribute is correlated to each other, and
- How messed up the data is.
- (Not all messed up but it has a lot of inconsistencies and extreme cases that needs to be worked upon.).
I plotted a lot of different charts a played around experimenting with them.
Every proceeding day I feel machine learning is more about finding, processing, and preparing the data than about algorithms.
They are no doubt a lot important. But they don’t work well without the previous one done correctly.
Matplotlib turned out to be my best friend today.
Data In ML.
