آشنایی با هوش مصنوعی - جلسه چهارم (فایل pdf)

Dec 22, 20230 likes32 views

توی این جلسه در ابتدا درباره انواع دسته بندی یادگیری ماشین از منظر نظارت شده و نظارت نشده صحبت میکنیم و سپس وارد مفهوم شبکه‌های عصبی در طبعیت (مغز انسان) و شبکه های عصبی مصنوعی صحبت میکنیم. اطلاعات بیشتر در: https://fa.moaminsharifi.com/ai-for-kids

‫مصنوعی‬ ‫هوش‬
‫ها‬ ‫انسان‬ ‫برای‬
‫شریفی‬ ‫امین‬ ‫از‬ ‫ای‬ ‫ارائه‬

‫کمک‬ ‫با‬ ‫میشه‬ ‫چطوری‬
‫هوش‬ / ‫نویسی‬ ‫برنامه‬
‫زبان‬ ‫پردازش‬ / ‫مصنوعی‬
‫رو؟‬ ‫ها‬ ‫تقلب‬ ‫فهمید‬ ‫طبیعی‬

‫ماشین‬ ‫یادگیری�Ĭ ‫بندی‬ ‫دسته‬ ‫انواع‬

‫ماشین‬ ‫یادگیری�Ĭ ‫بندی‬ ‫دسته‬ ‫انواع‬
‫نشده‬ ‫نظارت‬ / ‫شده‬ ‫نظارت‬

آشنایی با هوش مصنوعی - جلسه چهارم (فایل pdf)

‫نشده؟‬ ‫نظارت‬ ‫حاال‬
‫چیه؟‬ ‫شما‬ ‫نظر‬

‫نشده‬ ‫نظارت‬
‫بندی‬ ‫خوشه‬
)‫هست؟‬ ‫یادتون‬ ‫رو‬ ‫(پولشویی‬ ‫ناهنجاری‬ ‫تشخیص‬
‫ابعاد‬ ‫کاهش‬

‫نشده‬ ‫نظارت‬
‫امتحان‬ ‫های‬ ‫برگه‬ ‫بندی‬ ‫خوشه‬ ‫مثال‬ ‫بررسی‬

‫کجاییم؟‬ ‫ما‬
‫مصنوعی‬ ‫هوش‬
‫ماشین‬ ‫یادگیری�Ĭ

‫میکنه؟‬ ‫کار‬ ‫چطوری‬ ‫انسان‬ ‫مغز‬
‫میکنه؟‬ ‫کار‬ ‫چطوری‬ ‫انسان‬ ‫مغز‬

‫تشکیل‬ ‫ٔه‬‫ذر‬ ‫‌ترین‬
‫ک‬‫کوچ‬ ... ,‫قبلش‬ ‫اما‬
‫است؟‬ ‫ماده‬ ‫ٔه‬‫دهند‬
‫مولکول‬
‫اتم‬
‫الکترون‬
‫پروتون‬

‫ما‬ ‫مغز‬ ‫ٔه‬‫دهند‬ ‫تشکیل‬ ‫ٔه‬‫ذر‬ ‫‌ترین‬
‫ک‬‫کوچ‬ ...
‫هاست؟‬ ‫انسان‬

!‫سادگیست‬ ‫از‬ ‫پیچیدگی‬
‫خیابانی؟‬ ‫جواد�Ĭ

‫یک‬ ‫ده‬ ‫صد‬ ‫هزار‬
0
200
400
600
800
1,000

‫یک‬ ‫هزار‬ ‫هزار‬ ‫صد‬
0
20,000
40,000
60,000
80,000
100,000

‫ک‬
‫ی‬
‫ا‬
‫ز‬
‫ه‬
‫د‬
‫ص‬
‫ک‬
‫ی‬
‫ک‬
‫ی‬
0
200,000,000
400,000,000
600,000,000
800,000,000
1,000,000,000

:‫میلیون‬ ‫یک‬
1,000,000
‫میلیارد‬ ‫یک‬
1,000,000,000

‫میلیارد‬ ‫یک‬
1,000,000,000
‫میلیارد‬ ‫صد‬
100,000,000,000

‫میلیارد‬ ‫صد‬
100,000,000,000
‫تریلیون‬ ‫صد‬
100,000,000,000,000
(‫صفر‬ ‫تا‬ ‫ده‬ ‫)چهار‬

‫چیه؟‬ ‫شبکه‬ ‫عضو‬ ‫ترین‬ ‫کوچیک‬
‫مغز‬ ‫توی‬ ‫ها‬ ‫نورون‬
‫عصبی‬ ‫شبکه‬ ‫توی‬ ‫ها‬ ‫نورون‬
!‫مصنوعی‬

‫نورون‬
‫خروجی‬ >= ‫ثابت‬ ‫عدد‬ + ‫ها‬ ‫وزن‬ * ‫ورودی‬
input * weights + const => output

‫هست؟‬ ‫یادتون‬ ‫رو‬ ‫دما‬ ‫تبدیل‬ ‫مثال‬

‫حل‬ ‫عصبی‬ ‫شبکه‬ ‫با‬ ‫رو‬ ‫این‬ ‫چطوری‬
‫کنیم؟‬

‫هستند؟‬ ‫کجا‬ ‫بعد‬ ‫به‬ ‫این‬ ‫از‬ ‫مطالب‬
‫و�Ĭ ‫درسنامه‬ ‫میتونید‬ ‫من‬ ‫شخصی‬ ‫سایت‬ ‫طریق‬ ‫از‬
.‫باشید‬ ‫داشته‬ ‫رو‬ ‫ها‬ ‫اسالید‬
fa.moaminsharifi.com/ai-for-kids

پیش بینی آینده دنیای فناوری، ربات های آینده، نگرانی ها و امیدهای دنیای آینده، اعتیاد به اینترنت، نوموفوبیا، دیپ فیک، روانشناسی ربات ها، اقتصاد فضا، مهارت های نرم، پلتفرم ها، کتاب ذهن کامل نو دنیل پینک، کتاب صفر به یک پیتر ثیل

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