News
Call for Participation: AusDM 2019
The 17th Australasian Data Mining Conference (AusDM 2019) will be held in Adelaide, Australia, 2-5 December 2019. The Conference Program is now available at http://nugget.unisa.edu.au/AusDM2019/program.php, which features keynotes, tutorials and presentations on AI, data mining and machine learning. Registration of AusDM 2019 also gives access to the full program of the AI 2019 Conference. See registration details at http://nugget.unisa.edu.au/AusDM2019/registration.php |
G-NAF: over 13 million Australian addresses with geocodes
G-NAF is Australia’s authoritative, geocoded address file, containing than 13 million Australian physical address records with geocodes. It is produced by PSMA Australia Limited (PSMA), an unlisted public company formed by the nine governments of Australia to collate and standardise, format and aggregate location data from each of the jurisdictions into authoritative location based national datasets. |
A free online Deep Learning course by Google
A free online Deep Learning course, lectured by Vincent Vanhoucke, Principal Scientist at Google, and technical lead in the Google Brain team. Python is used for the course. You are expected to know basics of Python and machine learning (at least supervised learning) before attending the course. |
Jupyter Notebook Tutorial: Introduction, Setup, and Walkthrough
A Youtube video on Jupyter Notebook Tutorial: Introduction, Setup, and Walkthrough |
RDataMining Tutorial on Machine Learning with R
I have run a tutorial on Machine Learning with R for the Melbourne Data Science Week in June 2017, which consists of four sessions:
All materials of the above tutorial, incl. PDF slides, datasets and R scripts can be downloaded as a single ZIP archive at http://www.rdatamining.com/training/medascin/MLwR.zip
How to use it:
Detailed instructions for the tutorial are available at http://www.rdatamining.com/training/medascin |
Slides of CanberraDataSci seminars
Slides of 10+ seminars organised by Canberra Data Scientists Meetup Group are available on Google Drive. |
Slides on Text Mining with R
Download my latest slides on Text Mining with R at http://www.rdatamining.com/training/medascin/RDM-slides-text-mining-with-r.pdf, which 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
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
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
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