How to be expert in Machine Learning

 

One should know how to play with data

First of all the main thing, we need to be focused on before stepping into machine learning is that we should know how to play with data. Because believe all the geeks sitting out there doing machine learning and other cool stuff is all because they know how to play with data.

Note: Hereby playing with data means is you should know how to manipulate the data or reshape the data into something that model can understand and make sense from it and able to predict the new value.

So what one fresher or maybe who know something but not pro should need for playing with data is only some tools like

Pandas — For Python

By pandas, one can do anything that he/she can do with data. literally anything.

Applying ML Models

After you need the data you wanted to feed the model you will have to do only 2% of the work you did for reshaping the data. Because now you have to use 2 golden words of machine learning FP

.Fit()

.Predict()

It will be going to some for any model you use just import and use these two functions for train and predict.

So to become an ML expert you need to know data manipulation only rest is just 2 golden words.