From symbolic AI in the 1950s, where rules-based methods were used, to the development of neural networks in the 1980s, AI has come a long way.
AI is not a new concept, although it began to receive widespread attention in recent years. The evolution of AI dates back to the 1940s, where scientists first started exploring the possibility of making computers learn from data. From symbolic AI in the 1950s, where rules-based methods were used, to the development of neural networks in the 1980s, AI has come a long way. The most significant milestone in AI was achieved in 2012 when a deep learning algorithm successfully recognized images in a large dataset with higher accuracy than humans.