Why Most Developers Shouldn't Write Their Own Machine Learning Frameworks

Why Most Developers Shouldn't Write Their Own Machine Learning Frameworks

The Allure and the Pitfalls of Custom Machine Learning Frameworks Machine learning (ML) has become the holy grail of modern software development, promising to revolutionize everything from chatbots to self-driving cars. However, the journey to ML nirvana is often fraught with challenges, especially when developers decide to write their own ML frameworks from scratch. In this article, we’ll delve into why this approach is usually a recipe for disaster and why leveraging existing frameworks is the smarter, more practical choice. ...

September 13, 2024 · 3 min · 563 words · Maxim Zhirnov