{"href":"https://api.simplecast.com/oembed?url=https%3A%2F%2Fhowaihappens.com%2Fepisodes%2Figor-susmelj-what-to-do-with-too-much-data-sSw9QJ4q","width":444,"version":"1.0","type":"rich","title":"Igor Susmelj: More Data is Not The Answer","thumbnail_width":300,"thumbnail_url":"https://image.simplecastcdn.com/images/e9af7d3a-9b46-4861-8721-2429b421754e/43114c15-e286-4e1e-b1d9-25afefc01e5b/how-ai-happens-cover.jpg","thumbnail_height":300,"provider_url":"https://simplecast.com","provider_name":"Simplecast","html":"<iframe src=\"https://player.simplecast.com/7c358b63-e717-41f0-868e-a055beb5135e\" height=\"200\" width=\"100%\" title=\"Igor Susmelj: More Data is Not The Answer\" frameborder=\"0\" scrolling=\"no\"></iframe>","height":200,"description":"Igor Susmelj, Co-Founder of Lightly, explains how most companies don't have a problem of too little data, but rather of far too much irrelevant data. He details Lightly's approach of utilizing self-supervised learning to pare down massive data sets into something that can be useful to a supervised learning approach."}