Why do you and other people sometimes implement machine learning algorithms from scratch?

ayujain0201

I have heard that people sometimes implement machine learning algorithms from scratch. Why do you think they do that?

Sunidhi_1234

Implementing machine learning algorithms from scratch is a challenging but rewarding experience. It's a great way to deepen your understanding of how these algorithms work and to gain insight into the mathematical concepts behind them. By implementing machine learning algorithms from scratch, you also have the freedom to customise them to your specific needs and to experiment with different techniques and approaches.
Additionally, building machine learning algorithms from scratch can be useful in situations where pre-built libraries or tools are not available, or when you need to optimise the performance of the algorithm for a specific task. While it can be time-consuming and difficult to implement machine learning algorithms from scratch, the knowledge and skills gained from doing so can be invaluable in advancing your career and solving complex real-world problems.