{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"课代表立正","title":"E50. 数据科学家真的适合机器学习吗？｜课代表讲数据第三期","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/57384b7c\"></iframe>","width":"100%","height":180,"duration":728,"description":"数据科学里的鄙视链的最顶端是机器学习，但是数据科学家真的适合专精机器学习吗？\n\n在我看来，机器学习里真的有革命性的深度学习，瓶颈和回报都在「工程」而不是「科学」。视频里从成因、现状、未来进行了总结，请配合之前上传的鸭哥深度学习科普视频一起食用。","thumbnail_url":"https://img.transistorcdn.com/6qJNndCuNNsETn3J2B9p3Z9vVJEgAowQiCfGrI1qgng/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9jYzZl/YWYzMjA5NzJiMDY4/MjIxOGE0ZjYwMzY0/ODQ1ZC5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}