So, You are Working on a Machine Learning Problem…

Last Updated on January 9, 2019

So, you’re working on a machine learning problem.

I want to really nail down where you’re at right now.

Let me make some guesses…

1) You Have a Problem

So you have a problem that you need to solve.

Maybe it’s your problem, an idea you have, a question, or something you want to address.

Or maybe it is a problem that was provided to you by someone else, such as a supervisor or boss.

This problem involves some historical data you have or can access. It also involves some predictions required from new or related data in the future.

Let’s dig deeper.

2) More on Your Problem

Let’s look at your problem in more detail.

You have historical data.

You have observations about something, like customers, voltages, prices, etc. collected over time.

You also have some outcome related to each observation, maybe a label like
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