توضیحات جلسه اول استاد در مورد درس ریاضی پیشرفته

نحوه دسترسی به درس از سایت استاد مالکی نژاد:

Malekinezhad.ir -> Course -> Machine Learning

نحوه تقسیم بندی نمره درس:

۴۰% امتخان پایانی

۲۵% HomeWork

۳۵% ResearchWork

کتاب های معرفی شده:

۱- Pattern Recognition and machine Learning

christofer bishop

۲- Elements of statistical Learning

hastie, Tibshirani, friedman

۳- Data mining, practical machine learning tools and techniques

ian witten & eihe Frank

کار تحقیقاتی:

در اینترنت عبارت Machine Learning را با یکی از کاربرد های رشته نرم افزار جستجو کنید

مثلا Machine Learning+Software Enginiering , +Network, +Mobile

موضوع را تا ۲ هفته دیگه باید مشخص کنید

باید به صورت گزارش تحویل داده شود

تحویل تا آخرین امتحان زمان دارد

معرفی سایت:

۱- استفاده از سایت مکتب خانه برای دسترسی و آموزش برنامه های Python و Mathlab

۲- سایت Kaggle.com برای دسترسی به نمونه پرسش ها و مسابقه های این درس. می توانید در قسمت digital Hand writting recognition به داده های تست و آموزشی دسترسی داشته باشید

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