There are very few books available discussing general aspects of ensemble methods. One of them is Ensemble methods from Seni, Elder and Grossmann. It provides a high level overview of ensemble learning. However, the book contains a lot of equations which make it hard to read from beginning until the end. You will rather pick a few sections and read them independently.
On one side, the book seems rather light for an academic audience (it only surfaces each topic). On the other side, it is too academic for industry practitionners. So it’s not fully clear who the target audience is.
To be noted issues regarding missing axis label on some pictures. Also the quality of certain pictures is really low. In conclusion, I would recommend it only if you need an overview of techniques in the field and are not scared of reading equations instead of plain English.
Richard Boire recently published Data Mining for Managers – How to use data (big and small) to solve business challenges. The particularity of this book is to bring a new (non-US) view of the field. What I mean by “new” is that examples and case studies are from Canada and thus not appearing in other data mining books.
Data Mining Research (DMR): Could you introduce yourself to the readers of dataminingblog.com?
There are at least four kinds of books within data mining field. The first category focuses on theory and algorithms. The second one deals with specific tools and languages. The third class is for Management and C-level. The fourth group is concerned with practical applications and guidelines. Dean Abbott’s book, Applied Predictive Analytics – Principles and Techniques for the Professional… Continue reading... | 2 Comments
Let me welcome Amit Kumar for a guest post on Data Mining Research. Thanks Amit for your content.
Business analytics give arrangements which help to settle on key choice and business strategies by gathering expansive data and information. You would find that it does have not simple but complex data like profits, losses, transactions, marketing return, customer feedback and so forth. Normally business analytics programming is utilized to create… Continue reading... | 315 Comments
We are hiring a Data Scientist in Competitive Intelligence at Expedia, Geneva. Here is an excerpt of the job offer:
Expedia (Expedia.com) is currently recruiting for a talented individual to aid the industry-leading Competitive Intelligence function in improving understanding of all aspects of competitors’ product supply across the Lodging line of business.
The existing team is based in Geneva and serves a critical role in directing the organization’s efforts… Continue reading... | 1 Comment
A short post to let you know that I recently changed my job. I’m now a Data Scientist at Expedia. After 3.5 years in the Track & Trace and Authentication domains at SICPA, I will now apply data mining in the world of Online Travel Agency (OTA)! Although less frequently, the blog is still updated. These days, I often post book reviews and guest posts. However, I plan to… Continue reading...