[{"data":1,"prerenderedAt":73},["ShallowReactive",2],{"term-m\u002Fml":3,"related-m\u002Fml":59},{"id":4,"title":5,"acronym":6,"body":7,"category":40,"description":41,"difficulty":42,"extension":43,"letter":44,"meta":45,"navigation":46,"path":47,"related":48,"seo":52,"sitemap":53,"stem":56,"subcategory":57,"__hash__":58},"terms\u002Fterms\u002Fm\u002Fml.md","ML","Machine Learning",{"type":8,"value":9,"toc":33},"minimark",[10,15,19,23,26,30],[11,12,14],"h2",{"id":13},"eli5-the-vibe-check","ELI5 — The Vibe Check",[16,17,18],"p",{},"The cool shorthand for Machine Learning. When someone in a meeting says 'we should use ML for this,' they mean letting a computer learn patterns from data instead of writing a million if-else rules. It sounds more impressive and saves three syllables.",[11,20,22],{"id":21},"real-talk","Real Talk",[16,24,25],{},"ML is the standard abbreviation for Machine Learning — the practice of training algorithms on data so they can make predictions or decisions without explicit rule-based programming. The term is used interchangeably across research papers, engineering teams, and job descriptions.",[11,27,29],{"id":28},"when-youll-hear-this","When You'll Hear This",[16,31,32],{},"\"The ML model hit 94% accuracy.\" \u002F \"We need an ML engineer for this.\"",{"title":34,"searchDepth":35,"depth":35,"links":36},"",2,[37,38,39],{"id":13,"depth":35,"text":14},{"id":21,"depth":35,"text":22},{"id":28,"depth":35,"text":29},"ai","The cool shorthand for Machine Learning.","beginner","md","m",{},true,"\u002Fterms\u002Fm\u002Fml",[6,49,50,51],"Deep Learning","Model","Training",{"title":5,"description":41},{"changefreq":54,"priority":55},"weekly",0.7,"terms\u002Fm\u002Fml",null,"IculhK-8HJVxqOGQ1hksmr2iXWBZgIeIkUBNFqZSmww",[60,64,67,70],{"title":49,"path":61,"acronym":57,"category":40,"difficulty":62,"description":63},"\u002Fterms\u002Fd\u002Fdeep-learning","intermediate","Deep Learning is Machine Learning that's been hitting the gym.",{"title":6,"path":65,"acronym":5,"category":40,"difficulty":42,"description":66},"\u002Fterms\u002Fm\u002Fmachine-learning","Machine Learning is teaching a computer by showing it thousands of examples instead of writing out every rule.",{"title":50,"path":68,"acronym":57,"category":40,"difficulty":42,"description":69},"\u002Fterms\u002Fm\u002Fmodel","A model is the trained AI — the finished product.",{"title":51,"path":71,"acronym":57,"category":40,"difficulty":62,"description":72},"\u002Fterms\u002Ft\u002Ftraining","Training is the long, expensive process where an AI learns from data.",1776518293814]