随着人工智能的不断发展,许多新的机器学习技术、架构和算法被提出,但这里有三个宏观趋势,将成为机器学习中游戏规则的改变者。机器学习(ML),特别是深度学习(DL)已经成为许多科技出版物所涵盖的最热门话题之一。当然,这里面有一些炒作的成分,但是我们有足够好的理由相信,机器学习这一领域是值得关 With the continuous development of artificial intelligence, many new machine learning technologies, architectures and algorithms are proposed. However, there are three macro trends that will change the rules of the game in machine learning. Machine learning (ML), especially deep learning (DL), has become one of the hottest topics covered in many scientific publications. Of course, there are some elements of speculation in it, but we have good enough reason to believe that the field of machine learning is worth