{"id":13447,"date":"2025-04-09T21:10:57","date_gmt":"2025-04-09T17:10:57","guid":{"rendered":"https:\/\/spider.ru\/blog\/?p=13447"},"modified":"2025-08-20T11:45:31","modified_gmt":"2025-08-20T07:45:31","slug":"glossarij-ai","status":"publish","type":"post","link":"https:\/\/spider.ru\/blog\/glossarij-ai","title":{"rendered":"\u0413\u043b\u043e\u0441\u0441\u0430\u0440\u0438\u0439 \u043f\u043e AI"},"content":{"rendered":"<h3>A<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>AI (Artificial Intelligence)<\/strong> \u2013 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0438\u0435 \u043c\u0430\u0448\u0438\u043d\u0430\u043c \u0438\u043c\u0438\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u043e\u0435 \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u0435 \u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0442\u044c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438.<\/li>\n<li aria-level=\"1\"><strong>AGI (Artificial General Intelligence)<\/strong> \u2013 \u0433\u0438\u043f\u043e\u0442\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0418\u0418, \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u044b\u0439 \u0440\u0435\u0448\u0430\u0442\u044c \u043b\u044e\u0431\u044b\u0435 \u043a\u043e\u0433\u043d\u0438\u0442\u0438\u0432\u043d\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 \u043d\u0430 \u0443\u0440\u043e\u0432\u043d\u0435 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430.<\/li>\n<li aria-level=\"1\"><strong>AutoML (Automated Machine Learning)<\/strong> \u2013 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u0438 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438 ML-\u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0431\u0435\u0437 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0433\u043e \u0443\u0447\u0430\u0441\u0442\u0438\u044f \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u043e\u0432.<\/li>\n<li aria-level=\"1\"><strong>Attention Mechanism<\/strong> \u2013 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u044b\u0439 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0435\u0439, \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u044e\u0449\u0438\u0439 \u0432\u0430\u0436\u043d\u043e\u0441\u0442\u044c \u0447\u0430\u0441\u0442\u0435\u0439 \u0432\u0445\u043e\u0434\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 (\u043a\u043b\u044e\u0447\u0435\u0432\u0430\u044f \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f \u0432 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0435\u0440\u0430\u0445).<\/li>\n<\/ul>\n<h3>B<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Backpropagation <\/strong>\u2013 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0435\u0439 \u0447\u0435\u0440\u0435\u0437 \u043e\u0431\u0440\u0430\u0442\u043d\u043e\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u043e\u0448\u0438\u0431\u043a\u0438 \u0434\u043b\u044f \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u043a\u0438 \u0432\u0435\u0441\u043e\u0432.<\/li>\n<li aria-level=\"1\"><strong>Bias (\u0421\u043c\u0435\u0449\u0435\u043d\u0438\u0435)<\/strong> \u2013 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043e\u0448\u0438\u0431\u043a\u0430 \u043c\u043e\u0434\u0435\u043b\u0438, \u0432\u044b\u0437\u0432\u0430\u043d\u043d\u0430\u044f \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f\u043c\u0438 \u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u043b\u0438 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u0430\u0445.<\/li>\n<li aria-level=\"1\"><strong>Batch Normalization<\/strong> \u2013 \u0442\u0435\u0445\u043d\u0438\u043a\u0430 \u0443\u0441\u043a\u043e\u0440\u0435\u043d\u0438\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0435\u0439 \u0447\u0435\u0440\u0435\u0437 \u043d\u043e\u0440\u043c\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e \u0432\u0445\u043e\u0434\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u043f\u0430\u043a\u0435\u0442\u0430\u043c\u0438.<\/li>\n<\/ul>\n<h3>C<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>CNN (Convolutional Neural Network)<\/strong> \u2013 \u0441\u0432\u0435\u0440\u0442\u043e\u0447\u043d\u044b\u0435 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438 \u0434\u043b\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u0438 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u043e\u0432.<\/li>\n<li aria-level=\"1\"><strong>Computer Vision<\/strong> \u2013 \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0418\u0418 \u043f\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0443 \u0438 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0446\u0438\u0438 \u0432\u0438\u0437\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 (\u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439, \u0432\u0438\u0434\u0435\u043e).<\/li>\n<li aria-level=\"1\"><strong>ChatGPT <\/strong>\u2013 \u0447\u0430\u0442-\u0431\u043e\u0442 \u043d\u0430 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0435 GPT, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0438\u0439 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0435\u0440\u044b \u0434\u043b\u044f \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u044b\u0445 \u043e\u0442\u0432\u0435\u0442\u043e\u0432.<\/li>\n<\/ul>\n<h3>D<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Deep Learning<\/strong> \u2013 \u043f\u043e\u0434\u0440\u0430\u0437\u0434\u0435\u043b \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u043d\u0430 \u043c\u043d\u043e\u0433\u043e\u0441\u043b\u043e\u0439\u043d\u044b\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u044f\u0445.<\/li>\n<li aria-level=\"1\"><strong>Data Augmentation<\/strong> \u2013 \u0443\u0432\u0435\u043b\u0438\u0447\u0435\u043d\u0438\u0435 \u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0435\u0439 \u0432\u044b\u0431\u043e\u0440\u043a\u0438 \u0447\u0435\u0440\u0435\u0437 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 (\u043f\u043e\u0432\u043e\u0440\u043e\u0442\u044b, \u0448\u0443\u043c\u044b \u0438 \u0442.\u0434.).<\/li>\n<li aria-level=\"1\"><strong>Diffusion Models<\/strong> \u2013 \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438, \u0441\u043e\u0437\u0434\u0430\u044e\u0449\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0447\u0435\u0440\u0435\u0437 \u043f\u043e\u0441\u0442\u0435\u043f\u0435\u043d\u043d\u043e\u0435 \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u0435 \u0448\u0443\u043c\u0430 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, Stable Diffusion).<\/li>\n<\/ul>\n<h3>E<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Embedding <\/strong>\u2013 \u0432\u0435\u043a\u0442\u043e\u0440\u043d\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 (\u0441\u043b\u043e\u0432, \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439) \u0432 \u0447\u0438\u0441\u043b\u043e\u0432\u043e\u0439 \u0444\u043e\u0440\u043c\u0435 \u0434\u043b\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043c\u043e\u0434\u0435\u043b\u044f\u043c\u0438.<\/li>\n<li aria-level=\"1\"><strong>Explainable AI (XAI)<\/strong> \u2013 \u043f\u043e\u0434\u0445\u043e\u0434 \u043a \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044e \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0438\u0440\u0443\u0435\u043c\u044b\u0445 \u0418\u0418-\u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0441 \u043f\u0440\u043e\u0437\u0440\u0430\u0447\u043d\u043e\u0439 \u043b\u043e\u0433\u0438\u043a\u043e\u0439 \u0440\u0435\u0448\u0435\u043d\u0438\u0439.<\/li>\n<\/ul>\n<h3>F<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Few-shot Learning<\/strong> \u2013 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 \u043d\u0430 \u043a\u0440\u0430\u0439\u043d\u0435 \u043c\u0430\u043b\u043e\u043c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0435 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u0432 (5-10 \u043e\u0431\u0440\u0430\u0437\u0446\u043e\u0432).<\/li>\n<li aria-level=\"1\"><strong>Federated Learning<\/strong> \u2013 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0431\u0435\u0437 \u0446\u0435\u043d\u0442\u0440\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 (\u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u0442 \u043a\u043e\u043d\u0444\u0438\u0434\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c).<\/li>\n<\/ul>\n<h3>G<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>GAN (Generative Adversarial Network)<\/strong> \u2013 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u0438\u0437 \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u043e\u0440\u0430 \u0438 \u0434\u0438\u0441\u043a\u0440\u0438\u043c\u0438\u043d\u0430\u0442\u043e\u0440\u0430 \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0440\u0435\u0430\u043b\u0438\u0441\u0442\u0438\u0447\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445.<\/li>\n<li aria-level=\"1\"><strong>GPT (Generative Pre-trained Transformer)<\/strong> \u2013 \u0441\u0435\u043c\u0435\u0439\u0441\u0442\u0432\u043e \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0435\u0440\u043e\u0432 (ChatGPT, GPT-4).<\/li>\n<\/ul>\n<h3>H<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Hallucination <\/strong>\u2013 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u0418\u0418 \u043b\u043e\u0436\u043d\u043e\u0439 \u0438\u043b\u0438 \u0432\u044b\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438, \u0432\u044b\u0434\u0430\u0432\u0430\u0435\u043c\u043e\u0439 \u0437\u0430 \u043f\u0440\u0430\u0432\u0434\u0438\u0432\u0443\u044e.<\/li>\n<li aria-level=\"1\"><strong>Hyperparameter Tuning<\/strong> \u2013 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432 \u043c\u043e\u0434\u0435\u043b\u0438 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f, \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0441\u043b\u043e\u0451\u0432).<\/li>\n<\/ul>\n<h3>I<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Inference <\/strong>\u2013 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u043d\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u0438 \u043a \u043d\u043e\u0432\u044b\u043c \u0434\u0430\u043d\u043d\u044b\u043c \u0434\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u043e\u0432.<\/li>\n<li aria-level=\"1\"><strong>IoT (Internet of Things) + AI<\/strong> \u2013 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0418\u0418 \u0441 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0430\u043c\u0438 &#171;\u0443\u043c\u043d\u043e\u0433\u043e&#187; \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0430 \u0432\u0435\u0449\u0435\u0439 \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445.<\/li>\n<\/ul>\n<h3>K<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Knowledge Graph<\/strong> \u2013 \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0441\u0435\u0442\u044c \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0445 \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0435\u0439 (\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0432 \u043f\u043e\u0438\u0441\u043a\u043e\u0432\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445).<\/li>\n<\/ul>\n<h3>L<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>LLM (Large Language Model)<\/strong> \u2013 \u043a\u0440\u0443\u043f\u043d\u0430\u044f \u044f\u0437\u044b\u043a\u043e\u0432\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c, \u043e\u0431\u0443\u0447\u0435\u043d\u043d\u0430\u044f \u043d\u0430 \u043e\u0431\u0448\u0438\u0440\u043d\u044b\u0445 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u044b\u0445 \u043a\u043e\u0440\u043f\u0443\u0441\u0430\u0445.<\/li>\n<li aria-level=\"1\"><strong>LSTM (Long Short-Term Memory)<\/strong> \u2013 \u0442\u0438\u043f RNN \u0434\u043b\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u043e\u043b\u0433\u043e\u0441\u0440\u043e\u0447\u043d\u044b\u0445 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0435\u0439 \u0432 \u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044f\u0445.<\/li>\n<\/ul>\n<h3>M<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>MLOps (Machine Learning Operations)<\/strong> \u2013 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0438 \u0440\u0430\u0437\u0432\u0451\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u044f \u0438 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 ML-\u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0432 \u043f\u0440\u043e\u0434\u0430\u043a\u0448\u0435\u043d\u0435.<\/li>\n<li aria-level=\"1\"><strong>Multimodal AI<\/strong> \u2013 \u0441\u0438\u0441\u0442\u0435\u043c\u044b, \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u044e\u0449\u0438\u0435 \u0440\u0430\u0437\u043d\u044b\u0435 \u0442\u0438\u043f\u044b \u0434\u0430\u043d\u043d\u044b\u0445 (\u0442\u0435\u043a\u0441\u0442 + \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f + \u0430\u0443\u0434\u0438\u043e).<\/li>\n<\/ul>\n<h3>N<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>NLP (Natural Language Processing)<\/strong> \u2013 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430.<\/li>\n<li aria-level=\"1\"><strong>Neural Network Pruning<\/strong> \u2013 \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u0435 \u0438\u0437\u0431\u044b\u0442\u043e\u0447\u043d\u044b\u0445 \u0441\u0432\u044f\u0437\u0435\u0439 \u0432 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u044f\u0445 \u0434\u043b\u044f \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438.<\/li>\n<\/ul>\n<h3>O<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Overfitting <\/strong>\u2013 \u043f\u0435\u0440\u0435\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435, \u043a\u043e\u0433\u0434\u0430 \u043c\u043e\u0434\u0435\u043b\u044c &#171;\u0437\u0430\u043f\u043e\u043c\u0438\u043d\u0430\u0435\u0442&#187; \u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0432\u043c\u0435\u0441\u0442\u043e \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u043e\u0432.<\/li>\n<li aria-level=\"1\"><strong>OCR (Optical Character Recognition)<\/strong> \u2013 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u0435 \u0442\u0435\u043a\u0441\u0442\u0430 \u043d\u0430 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f\u0445 (\u0441\u043a\u0430\u043d\u044b, \u0444\u043e\u0442\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u043e\u0432).<\/li>\n<\/ul>\n<h3>P<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Prompt Engineering<\/strong> \u2013 \u0442\u0435\u0445\u043d\u0438\u043a\u0430 \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0434\u043b\u044f \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439.<\/li>\n<li aria-level=\"1\"><strong>PyTorch\/TensorFlow<\/strong> \u2013 \u0432\u0435\u0434\u0443\u0449\u0438\u0435 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0438 \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 ML-\u043c\u043e\u0434\u0435\u043b\u0435\u0439.<\/li>\n<\/ul>\n<h3>R<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Reinforcement Learning<\/strong> \u2013 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0447\u0435\u0440\u0435\u0437 \u0441\u0438\u0441\u0442\u0435\u043c\u0443 &#171;\u043d\u0430\u0433\u0440\u0430\u0434&#187; \u0437\u0430 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f (\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0432 \u0440\u043e\u0431\u043e\u0442\u043e\u0442\u0435\u0445\u043d\u0438\u043a\u0435, \u0438\u0433\u0440\u0430\u0445).<\/li>\n<li aria-level=\"1\"><strong>RNN (Recurrent Neural Network)<\/strong> \u2013 \u043a\u043b\u0430\u0441\u0441 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0435\u0439 \u0434\u043b\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0435\u0439 (\u0442\u0435\u043a\u0441\u0442, \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435 \u0440\u044f\u0434\u044b).<\/li>\n<\/ul>\n<h3>S<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Stable Diffusion<\/strong> \u2013 \u043c\u043e\u0434\u0435\u043b\u044c \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u043f\u043e \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u043e\u043c\u0443 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u044e \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0434\u0438\u0444\u0444\u0443\u0437\u0438\u0438.<\/li>\n<li aria-level=\"1\"><strong>Swarm Intelligence<\/strong> \u2013 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b, \u0438\u043c\u0438\u0442\u0438\u0440\u0443\u044e\u0449\u0438\u0435 \u043a\u043e\u043b\u043b\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0435 \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0435 (\u043c\u0443\u0440\u0430\u0432\u044c\u0438\u043d\u044b\u0435 \u043a\u043e\u043b\u043e\u043d\u0438\u0438, \u0441\u0442\u0430\u0438 \u043f\u0442\u0438\u0446).<\/li>\n<\/ul>\n<h3>T<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Transformer<\/strong> \u2013 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0435\u0439 \u0441 \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c\u043e\u043c \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u044f (\u043e\u0441\u043d\u043e\u0432\u0430 GPT, BERT).<\/li>\n<li aria-level=\"1\"><strong>Transfer Learning<\/strong> \u2013 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u0440\u0435\u0434\u043e\u0431\u0443\u0447\u0435\u043d\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0434\u043b\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u043d\u043e\u0432\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u0441 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u043c \u0434\u043e\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435\u043c.<\/li>\n<\/ul>\n<h3>U<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Underfitting <\/strong>\u2013 \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u044f, \u043a\u043e\u0433\u0434\u0430 \u043c\u043e\u0434\u0435\u043b\u044c \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u0443\u043f\u0440\u043e\u0449\u0435\u043d\u0430 \u0438 \u043d\u0435 \u0432\u044b\u044f\u0432\u043b\u044f\u0435\u0442 \u0437\u0430\u043a\u043e\u043d\u043e\u043c\u0435\u0440\u043d\u043e\u0441\u0442\u0435\u0439 \u0432 \u0434\u0430\u043d\u043d\u044b\u0445.<\/li>\n<\/ul>\n<h3>V<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Vector Database<\/strong> \u2013 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0411\u0414 \u0434\u043b\u044f \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0438 \u043f\u043e\u0438\u0441\u043a\u0430 \u0432\u0435\u043a\u0442\u043e\u0440\u043d\u044b\u0445 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0439 (\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0432 RAG).<\/li>\n<\/ul>\n<h3>Z<\/h3>\n<ul>\n<li aria-level=\"1\"><strong>Zero-shot Learning<\/strong> \u2013 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u043c\u043e\u0434\u0435\u043b\u0438 \u0440\u0435\u0448\u0430\u0442\u044c \u0437\u0430\u0434\u0430\u0447\u0438 \u0431\u0435\u0437 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u0432 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f (\u0442\u043e\u043b\u044c\u043a\u043e \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u044f).<\/li>\n<\/ul>\n<div id=\"spider-about-block\" style=\"border: 1px solid #e0e0e0; border-radius: 10px; padding: 25px; margin: 20px 0; background: #ffffff; box-shadow: 0 2px 15px rgba(248, 209, 28, 0.1);\">\n<div style=\"text-align: center; margin-bottom: 20px;\">\n<h3 style=\"margin: 0; color: #333; border-bottom: 2px solid #f8d11c; display: inline-block; padding-bottom: 5px;\">Spider Group &#8212; \u0412\u0430\u0448 IT-\u043f\u0430\u0440\u0442\u043d\u0435\u0440<\/h3>\n<p style=\"margin: 10px 0; color: #666;\">20+ \u043b\u0435\u0442 \u0441\u043e\u0437\u0434\u0430\u0435\u043c \u0446\u0438\u0444\u0440\u043e\u0432\u044b\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f<\/p>\n<\/p><\/div>\n<div id=\"spider-cards-grid\" style=\"display: grid; grid-template-columns: 1fr 1fr; gap: 20px; margin-bottom: 20px;\">\n<div style=\"background: #f8f9fa; padding: 15px; border-radius: 8px; border-left: 4px solid #f8d11c;\">\n            <strong style=\"color: #333;\">\u041d\u0430\u0448\u0438 \u0443\u0441\u043b\u0443\u0433\u0438:<\/strong><\/p>\n<ul style=\"margin: 10px 0; padding-left: 20px; color: #555;\">\n<li><a style=\"color: #333; text-decoration: none; border-bottom: 1px dotted #f8d11c;\" href=\"\/services\/razrabotka-mobilnyh-prilozhenij\/\">\u041c\u043e\u0431\u0438\u043b\u044c\u043d\u044b\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f<\/a><\/li>\n<li><a style=\"color: #333; text-decoration: none; border-bottom: 1px dotted #f8d11c;\" href=\"\/services\/veb-razrabotka-sajtov\/\">\u0412\u0435\u0431-\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430<\/a><\/li>\n<li><a style=\"color: #333; text-decoration: none; border-bottom: 1px dotted #f8d11c;\" href=\"\/services\/razrabotka-api\/\">API \u0438 \u0441\u0435\u0440\u0432\u0435\u0440\u044b<\/a><\/li>\n<li><a style=\"color: #333; text-decoration: none; border-bottom: 1px dotted #f8d11c;\" href=\"https:\/\/spider.ru\/services\/ai-ar-iot\/\">AI, AR, IoT<\/a><\/li>\n<\/ul><\/div>\n<div style=\"background: #f8f9fa; padding: 15px; border-radius: 8px; border-left: 4px solid #f8d11c;\">\n            <strong style=\"color: #333;\">\u0421\u0432\u044f\u0437\u0430\u0442\u044c\u0441\u044f:<\/strong><\/p>\n<p style=\"margin: 10px 0; color: #555; line-height: 1.6;\">\n                <span style=\"color: #888;\">\u2709<\/span> <a style=\"color: #333; text-decoration: none; border-bottom: 1px solid #f8d11c;\" href=\"mailto:spider@spider.ru\">spider@spider.ru<\/a><br \/>\n                <span style=\"color: #888;\">\u260e<\/span> +7 804 700 79 93\n            <\/p>\n<\/p><\/div>\n<\/p><\/div>\n<p>    <!-- \u0422\u0440\u0435\u0442\u0438\u0439 \u0431\u043b\u043e\u043a \u0432\u043e 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}\n}\n<\/style>\n","protected":false},"excerpt":{"rendered":"<p>A AI (Artificial Intelligence) \u2013 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0438\u0435 \u043c\u0430\u0448\u0438\u043d\u0430\u043c \u0438\u043c\u0438\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u043e\u0435 \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u0435 \u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0442\u044c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438. AGI (Artificial General Intelligence) \u2013 \u0433\u0438\u043f\u043e\u0442\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0418\u0418, \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u044b\u0439 \u0440\u0435\u0448\u0430\u0442\u044c \u043b\u044e\u0431\u044b\u0435 \u043a\u043e\u0433\u043d\u0438\u0442\u0438\u0432\u043d\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 \u043d\u0430 \u0443\u0440\u043e\u0432\u043d\u0435 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430. AutoML (Automated Machine Learning) \u2013 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u0438 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438 ML-\u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0431\u0435\u0437 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0433\u043e \u0443\u0447\u0430\u0441\u0442\u0438\u044f \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u043e\u0432. Attention Mechanism \u2013 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u044b\u0439 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0435\u0439, \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u044e\u0449\u0438\u0439 \u0432\u0430\u0436\u043d\u043e\u0441\u0442\u044c \u0447\u0430\u0441\u0442\u0435\u0439 \u0432\u0445\u043e\u0434\u043d\u044b\u0445 [&hellip;]<\/p>\n","protected":false},"author":85,"featured_media":13449,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[856],"tags":[],"coauthors":[849],"class_list":{"0":"post-13447","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-innovations"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ 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