Mining Massive Datasets

Academy
edX
Kurzbeschreibung
The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also t... mehr...

The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also the instructors for the course.

weniger
Kursarten
E-Learning
Fachbereich

Informatik

Kurslevel
Professionel

Dieser Kurs ist neu hier. 0 User folgen diesem Kurs und erhalten Bescheid, wenn es Neues gibt - Kurs jetzt folgen.

Du hast den Kurs besucht? Kurs jetzt bewerten.

Hier kannst du der Eggheads Community deine Fragen zu diesem Kurs stellen. Auch Kursleiter können mitdiskutieren.


Frage stellen

Du must angemeldet sein um zu antworten

Kursinhalt
The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also the instructors for the course. The book is published by Cambridge Univ. Press, but by arrangement with the publisher, you can download a free copy Here. The material in this on-line course closely matches the content of the Stanford course CS246. The major topics covered include: MapReduce systems and algorithms, Locality-sensitive hashing, Algorithms for data streams, PageRank and Web-link analysis, Frequent itemset analysis, Clustering, Computational advertising, Recommendation systems, Social-network graphs, Dimensionality reduction, and Machine-learning algorithms.
Kurssprache
Englisch
Kursgebühr
USD 149