> For the complete documentation index, see [llms.txt](https://smartpredict.gitbook.io/smartpredict-ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://smartpredict.gitbook.io/smartpredict-ai/getting-started-part-2-predicting-the-passengers-survival-in-the-titanic-shipwreck.md).

# Getting started (Part 2): Predicting the passengers' survival in the Titanic shipwreck

In this walkthrough, let us once more deal with a classification project .  However , this time we are going to use a tinge of categorical feature-based approach.

Let us create a [**Titanic Survival -Classification Project**](https://docs.smartpredict.ai/getting-started-part-2-predicting-the-passengers-survival-in-the-titanic-shipwreck/project-description) in a few simple steps,  train our model then deploy it as a **REST API.**

1. [**Create the project**](https://docs.smartpredict.ai/getting-started-part-2-predicting-the-passengers-survival-in-the-titanic-shipwreck/1.-creating-a-project)
2. [**Upload the dataset**](https://docs.smartpredict.ai/getting-started-part-2-predicting-the-passengers-survival-in-the-titanic-shipwreck/dataset_upload)
3. [**Preprocess the dataset**](https://docs.smartpredict.ai/getting-started-part-2-predicting-the-passengers-survival-in-the-titanic-shipwreck/dataset-preprocessing)
4. [**Build a flowchart**](https://docs.smartpredict.ai/getting-started-part-2-predicting-the-passengers-survival-in-the-titanic-shipwreck/4.-building-a-flowchart)
5. [**Run the build**](https://docs.smartpredict.ai/getting-started-part-2-predicting-the-passengers-survival-in-the-titanic-shipwreck/5.-running-the-build)
6. [**Deploy the project**](https://docs.smartpredict.ai/getting-started-part-2-predicting-the-passengers-survival-in-the-titanic-shipwreck/6.-deploying-the-project)
7. [**Make inferences**](https://docs.smartpredict.ai/getting-started-part-2-predicting-the-passengers-survival-in-the-titanic-shipwreck/7.-making-inferences-with-our-model) 

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