عنوان دوره

مدت دوره

نام مدرس

تاریخ تشکیل دوره

کارگاه آموزشی Data mining

3 روزه

پروفسور نخعی زاده

مدیر ارشد سابق دپارتمان داده کاوی شرکت دایملر کرایسلر(مرسدس بنز)- استاد دانشگاه کارلسروهه

سه شنبه 31/2/87

الی

پنج شنبه 2/3/87

رئوس مطالب

●Why Data Mining? ●What Is Data Mining? ●Potential Applications ●Data Mining Process ●Data Mining and Business Intelligence ●Interdisciplinary aspects of Data Mining ●Why Not Traditional Data Analysis? ●Multi- Dimensional view of Data Mining ●What Kinds of Data? ●Data Mining tasks ●Architecture: Typical Data Mining System ●History of Data Mining ●Conferences and Journals on Data Mining ●Where to Find References ●Data Preprocessing ●Data Warehousing and OLAP Technology ●Mining Frequent Patterns, Association and Correlations ●Classification and Predication (LDA, QDA, Decision trees, Neural Networks, Regression, Clustering, etc) ●Numerical Examples for Classification and Prediction using SPSS Clementine ●Applications and Trends in Data Mining