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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