Machine Learning Notes - 03

What is the process for a machine learning project,

simple and useful explanation,

"

5-Step Systematic Process

I liked to use a 5-step process:

1. Define the Problem
2. Prepare Data
3. Spot Check Algorithms
4. Improve Results
5. Present Results...............",

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https://machinelearningmastery.com/process-for-working-through-machine-learning-problems/


Problem definition process..

Problem Definition Framework

I use a simple framework when defining a new problem to address with machine learning. The framework helps me to quickly understand the elements and motivation for the problem and whether machine learning is suitable or not.

The framework involves answering three questions to varying degrees of thoroughness:

• Step 1: What is the problem?
• Step 2: Why does the problem need to be solved?
• Step 3: How would I solve the problem?

Read all..

https://machinelearningmastery.com/how-to-define-your-machine-learning-problem/

Major Algorithm Families for machine learning...

https://machinelearningmastery.com/a-tour-of-machine-learning-algorithms/

Best Resources found on Machine Learning with Python

1. https://machinelearningmastery.com/machine-learning-in-python-step-by-step/