You need to recognize when the (bad) code is:

• Overly complex or full of anti-patterns
• Publicly exposing API keys
• Running GPU batch inference via pd.DataFrame.apply()
• Downloading assets with every request (instead of caching)
• Mixing business logic into UI

Here you go: github.com/espoirMur/co...

@DeepIndaba While I agree that Rwanda is not the only country to blame in this conflict and that we Congolese should hold our leaders accountable for what is happening I would like to raise my voice as an Indaban and recommend to revaluate the decision to host the 2025 event in Kigali.

If you want to learn science:

I will still recommend Andrew Ng's ML course, ISL, and a Good Software Engineering book.
Make sure you understand :

- Regression, Linear and Logistic
- Tree methods and their extension (XGBoost)
- Clustering Algorithms
- Neural Networks.

Let us not ban them, because they will always find a way to circumnavigate the ban. Instead, give them the tool and show them how to use them to their advantage to learn.

https://teachyourselfcs.com/

Both call themselves software engineers, and both tend to earn similar salaries in their early careers. But Type 1 engineers progress toward more fulfilling and well-remunerated work over time, whether that’s valuable commercial work breakthrough open-source projects,

2/2

I decided to be quiet now because I have a wife to take care of.