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News on latest resources on R, data mining, data science and big data.

Slides on Text Mining with R

posted May 25, 2017, 6:50 PM by Yanchang Zhao   [ updated May 25, 2017, 6:51 PM ]

Download my latest slides on Text Mining with R at http://www.rdatamining.com/training/medascin/RDM-slides-text-mining-with-r.pdfwhich is for a tutorial at the Melbourne Data Science Week, 1 June 2017. R script for the slides is available at http://www.rdatamining.com/training/medascin/RDM-scripts.zip.

Slides on Association Rule Mining with R

posted May 16, 2017, 5:57 AM by Yanchang Zhao   [ updated May 16, 2017, 5:58 AM ]

Download my latest slides on Association Rule Mining with R at http://www.rdatamining.com/training/medascin/RDM-slides-association-rule-mining-with-r.pdf, which is for a tutorial at the Melbourne Data Science Week, 1 June 2017.

An online textbook on Deep Learning

posted Apr 19, 2017, 4:00 AM by Yanchang Zhao   [ updated Apr 19, 2017, 4:00 AM ]

An online textbook on Deep Learning

URL: http://www.deeplearningbook.org/­


Deep Learning, a textbook by Ian Goodfellow and Yoshua Bengio and Aaron Courville, MIT press


The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular.


The online version of the book is now complete and will remain available online for free.

Materials for the AusDM'16 tutorial on deep learning

posted Dec 13, 2016, 10:53 PM by Yanchang Zhao   [ updated Dec 13, 2016, 10:56 PM ]

Materials for the AusDM'16 tutorial on deep learning and applications in non-cognitive domains

A tutorial at the AusDM 2016 conference by Dr. Truyen Tran, Deakin University 

http://prada-research.net/~truyen/AusDM16-tute.html

SparkR: Scaling R Programs with Spark

posted Nov 15, 2016, 7:25 AM by Yanchang Zhao   [ updated Nov 15, 2016, 7:26 AM ]

SparkR: Scaling R Programs with Spark, a paper published at SIGMOD 2016.

Download it at https://amplab.cs.berkeley.edu/publication/sparkr-scaling-r-programs-with-spark/

Getting Started with Apache Spark

posted Sep 12, 2016, 5:47 AM by Yanchang Zhao   [ updated Sep 15, 2016, 4:43 AM ]

Using Natural Language Processing on Non-Textual Data with MLlib

posted Sep 9, 2016, 3:52 AM by Yanchang Zhao   [ updated Sep 9, 2016, 3:52 AM ]

Using Natural Language Processing on Non-Textual Data with MLlib, a presentation at Hadoop Summit 2016 in Melbourne

https://github.com/cestella/presentations/blob/master/NLP_on_non_textual_data/src/main/presentation/NLP_on_non_textual_data.pdf

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