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Articles tagged with #machine-learning
In this project, I am going to perform the development of a linear regression model for salary prediction. It is pretty simple. It is meant as a revisal of the topic or simply a tutorial. Data Set and the code: https://github.com/ilkecandan/Linear-Re...
Check previous blog as this is the continuation of the problem there: https://ilkecandan.hashnode.dev/persisting-models-in-machine-learning In this blog, we are going to explain our model, in a visual format so that we see how this model makes predi...
Day 24 of #100DaysOfCode This is the continuation of the previous blog. You can read it here: https://ilkecandan.hashnode.dev/calculating-the-accuracy-in-machine-learning So far, we have basically done the following: 1- We import our dataset, 2- Mak...
Day 23 of #100DaysOfCode This is the continuation of the previous blog. You can read it here: https://ilkecandan.hashnode.dev/learning-and-predicting-machine-learning Now, we should learn how to measure the accuracy of our models. We should firstly, ...
Day 22 of #100DaysOfCode Previous blog can be helpful to understand this one too: https://ilkecandan.hashnode.dev/preparing-the-data-for-machine-learning-problems Building a model using a machine learning algorithm is the next stage in our Machine ...
Our process machine learning process will follow these steps: 1- Import Data 2- Clean the Data 3- Split the Data into Training/Test Sets 4- Create a Model 5- Train the Model 6- Make Predictions 7- Evaluate and Improve When we train a model, we give i...
