More Data Mining with Weka

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FREE,
Add a Verified Certificate for $79

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Course Provider

FutureLearn online courses
At FutureLearn, we want to inspire learning for life. We offer a diverse selection of free, high quality online courses from some of the world’s leading universities and other outstanding cultural institutions. Our aim is to connect learners from all over the globe with high quality educators, and with each other. We believe learning should be an enjoyable, social experience, with plenty of opportunities to discuss what you’ve studied, in order to make fresh discoveries and form new ideas....
At FutureLearn, we want to inspire learning for life. We offer a diverse selection of free, high quality online courses from some of the world’s leading universities and other outstanding cultural institutions. Our aim is to connect learners from all over the globe with high quality educators, and with each other. We believe learning should be an enjoyable, social experience, with plenty of opportunities to discuss what you’ve studied, in order to make fresh discoveries and form new ideas. Courses are delivered one step at a time, and are accessible on mobile, tablet and desktop, so you can fit learning around your life, rather than your life around learning. We are a private company wholly owned by The Open University, with the benefit of over 40 years of their experience in distance learning and online education. Our partners include over 20 of the best UK and international universities, as well as institutions with a huge archive of cultural and educational material, including the British Council, the British Library, and the British Museum.

Provider Subject Specialization
Humanities
Sciences & Technology
126 reviews

Course Description

Become an experienced data miner

This course introduces advanced data mining skills, following on from Data Mining with Weka. You’ll process a dataset with 10 million instances. You’ll mine a 250,000-word text dataset. You’ll analyze a supermarket dataset representing 5000 shopping baskets. You’ll learn about filters for preprocessing data, selecting attributes, classification, clustering, association rules, cost-sensitive evaluation. You’ll meet learning curves and automatically optimize learning parameters. Weka originated at the University of Waikato in NZ, and Ian Witten has authored a leading book on data mining.

This course is aimed at anyone who deals in data. It follows on from Data Mining with Weka, and you should have completed that first (or have otherwise acquired a rudimentary knowledge of Weka). As with the previous course, it involves no computer programming, although you need some experience with using computers fo...

Become an experienced data miner

This course introduces advanced data mining skills, following on from Data Mining with Weka. You’ll process a dataset with 10 million instances. You’ll mine a 250,000-word text dataset. You’ll analyze a supermarket dataset representing 5000 shopping baskets. You’ll learn about filters for preprocessing data, selecting attributes, classification, clustering, association rules, cost-sensitive evaluation. You’ll meet learning curves and automatically optimize learning parameters. Weka originated at the University of Waikato in NZ, and Ian Witten has authored a leading book on data mining.

This course is aimed at anyone who deals in data. It follows on from Data Mining with Weka, and you should have completed that first (or have otherwise acquired a rudimentary knowledge of Weka). As with the previous course, it involves no computer programming, although you need some experience with using computers for everyday tasks. High-school maths is more than enough; some elementary statistics concepts (means and variances) are assumed.

Before the course starts, download the free Weka software. It runs on any computer, under Windows, Linux, or Mac. It has been downloaded millions of times and is being used all around the world.

(Note: Depending on your computer and system version, you may need admin access to install Weka.)

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