آموزش جامع هوش مصنوعی مولد | Generative AI

Mohammad Taghizadeh January 25, 2025
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Mohammad Taghizadeh

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هدف من انتشار دانش برنامه نویسی و رشد کامیونیتی برنامه نویس های فارسی زبان است و در همین جهت، تا کنون به‌صورت مستقیم و غیر مستقیم به چند هزار دانشجو، برنامه نویسی آموزش دادم. سابقه برنامه نویسی از سال 2017 با زبان های برنامه نویسی مختلف و البته علاقه مند به پایتون، توسعه بک‌اند و هوش مصنوعی و کارشناس ارشد مهندسی نرم‌افزار در دانشگاه گیلان. تجربه‌ها و فیلدهای کاری: برنامه نویسی پایتون، هوش مصنوعی، یادگیری ماشین، دیپ لرنینگ، داده کاوی، پردازش موازی، بیگ دیتا، پردازش زبان طبیعی، توسعه بک‌اند با پایتون، معماری های نرم‌افزار، معماری تمیز، کد نویسی تمیز، الگوهای طراحی ►Instagram : instagram.com/taghizadeh.me ►Linkedin : linkedin.com/in/mtaghizadeh ►GitHub : github.com/M-Taghizadeh ►Telegram Channel : t.me/python_daneshjooyar ►Twitter : twitter.com/M__Taghizadeh ►Website: m-taghizadeh.github.io

Video Description

00:00:00 - مقدمه هوش مصنوعی مولد 00:01:21 - جدیدترین هوش مصنوعی های مولد 00:05:44 - معرفی مدل های مولد و دنباله به دنباله 00:07:23 - شبیه سازی مغز انسان و مدل ترنسفورمرها 00:07:59 - مبانی هوش مصنوعی و یادگیری ماشین 00:10:20 - یادگیری عمیق و شبکه های عصبی مصنوعی 00:11:54 - یادگیری ماشین با نظارت و بدون نظارت 00:13:00 - نورون های عصبی مصنوعی و دیپ لرنینگ 00:15:30 - مدل های مولد در مقابل ماشین لرنینگ کلاسیک 00:21:37 - شبیه سازی مغز انسان با پیش آموزش در مدل مولد 00:24:50 - پردازش تصویر و مدل های زبانی عظیم ترنسفورمر 00:26:40 - چالش توهم و هذیان گویی در مدل های زبانی عظیم 00:27:19 - RAG LLMs 00:30:10 - کاربردهای مدل های مولد 00:31:52 - چرا دنیای هوش مصنوعی با مدل های مولد تغییر کرد؟ 00:33:42 - چرا باید مدل های مولد برای برنامه نویسان مهم باشد؟ 00:36:06 - مدل های زبانی عظیم قلب هوش مصنوعی مولد 00:41:00 - معرفی مدل های زبانی عظیم مشهور 00:41:35 - کاربرد در تسک های پردازش زبان طبیعی 00:44:55 - Fine Tuning 00:45:50 - Prompt 00:47:35 - جمع بندی دوره مبانی هوش مصنوعی مولد حمایت ها و انرژی های شما همیشه انگیزه بخش من برای تولید محتوای با کیفیت بوده است لینک حمایت از تولید محتوای برنامه نویسی https://zarinp.al/mohammad-taghizadeh

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