A Quick Guide to Data Mining using RapidMiner and Weka
This book is 100% complete
Completed on 2019-05-15
About the Book
This book aim to equip the reader with RaidMiner and Weka and Data Mining basics. There will be many examples and explanations that are straight to the point. You will be walked through data mining process from data preparation to data analysis (descriptive statistics) and data visualization to prediction modeling (machine learning) using Weka and RapidMiner.
Content Covered:
- Introduction (What is data science, what is data mining, CRISP DM Model, what is text mining, three types of analytics, big data)
- Getting Started (INstall Weka and RapidMiner)
- Prediction and Classification (Prediction and Classification)
- Machine Learning Basics (Kmeans Clustering, Decision Tree, Naive Bayes, KNN, Neural Network)
- Data Mining with Weka (Data Understanding using Weka, Data Preparation using Weka, Model Building and Evaluation using Weka)
- Data Mining with RapidMiner (Data Understanding using RapidMiner, Data Preparation using RapidMiner, Model Building and Evaluation using RapidMiner)
- Conclusion
We will be using opensource tools, hence, you don't have to worry about buying any softwares. The book is designed for non-programmers only. It will gives you a head start into Weka and RapidMiner, with a touch on data mining.
This book has been taught at Udemy and EMHAcademy.com.
Use the following Coupon to get the Udemy Course at $11.99:
https://www.udemy.com/data-mining-with-rapidminer/?couponCode=EBOOKSPECIAL
https://www.udemy.com/learn-machine-learning-with-weka/?couponCode=EBOOKSPECIAL
About the Author
Table of Contents
- Introduction (What is data science, what is data mining, CRISP DM Model, what is text mining, three types of analytics, big data)
- Getting Started (INstall Weka and RapidMiner)
- Prediction and Classification (Prediction and Classification)
- Machine Learning Basics (Kmeans Clustering, Decision Tree, Naive Bayes, KNN, Neural Network)
- Data Mining with Weka (Data Understanding using Weka, Data Preparation using Weka, Model Building and Evaluation using Weka)
- Data Mining with RapidMiner (Data Understanding using RapidMiner, Data Preparation using RapidMiner, Model Building and Evaluation using RapidMiner)
- Conclusion
Authors have earned$9,411,989writing, publishing and selling on Leanpub,
earning 80% royalties while saving up to 25 million pounds of CO2 and up to 46,000 trees.
Learn more about writing on Leanpub
The Leanpub 45-day 100% Happiness Guarantee
Within 45 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
See full terms
Free Updates. DRM Free.
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers), EPUB (for phones and tablets) and MOBI (for Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.
Learn more about Leanpub's ebook formats and where to read them
