Wanna land a data science job?
Build ONE project that solves ONE real-world problem 🚀
3 steps to find the right problem for you 🤗↓
Build ONE project that solves ONE real-world problem 🚀
3 steps to find the right problem for you 🤗↓
Step #1. Make a list of N (1 < N < 5) problems that GENUINELY interest you ❤️
Examples:
1. Air quality prediction
2. Earthquake prediction
3. Cryptocurrency prediction
Building a project is hard. You will go through ups and downs.
Better pick something that interests you.
Examples:
1. Air quality prediction
2. Earthquake prediction
3. Cryptocurrency prediction
Building a project is hard. You will go through ups and downs.
Better pick something that interests you.
Step #2. Check data availability 📊
Without a solid dataset, there is not much Machine Learning you can do.
Hence, start with a pool of ideas but then pick the one for which you can find a GOOD dataset, for example, in Kaggle.
kaggle.com/datasets
Without a solid dataset, there is not much Machine Learning you can do.
Hence, start with a pool of ideas but then pick the one for which you can find a GOOD dataset, for example, in Kaggle.
kaggle.com/datasets
Step #3. Check data quality 🔎
Check data quality and quantity before spending too much time on the problem.
For that, you can use a Python library like Sweetviz to run a quick exploratory analysis of the data.
This article explains how↓
datamachines.xyz/2022/06/12/fas…
Check data quality and quantity before spending too much time on the problem.
For that, you can use a Python library like Sweetviz to run a quick exploratory analysis of the data.
This article explains how↓
datamachines.xyz/2022/06/12/fas…
Building a real-world project is hard, but the effort is worth it.
This is why I am preparing a hands-on tutorial to help you build your OWN Machine Learning project.
Join my e-mail list to be notified when the tutorial is out ↓
datamachines.xyz/subscribe/
This is why I am preparing a hands-on tutorial to help you build your OWN Machine Learning project.
Join my e-mail list to be notified when the tutorial is out ↓
datamachines.xyz/subscribe/
Every week I share real-world Data Science/Machine Learning content.
Follow me @paulabartabajo_ so you do not miss what's coming next.
Wanna help?
Like/Retweet the first tweet below to spread the wisdom ↓↓↓
Follow me @paulabartabajo_ so you do not miss what's coming next.
Wanna help?
Like/Retweet the first tweet below to spread the wisdom ↓↓↓
https://twitter.com/paulabartabajo_/status/1594692159256469504
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