Principles of Data Mining

Subodh Keshari

Summary

"Principles of Data Mining" explores the extraction of valuable information from vast amounts of unprocessed data. We cover both fundamental and advanced techniques, making our book an essential resource for businesses investing in this technology.
We introduce the basics of data mining, such as cluster analysis, association rules, OLAP, concept definition, data preparation, classification, and prediction. Additionally, we delve into sophisticated methods, including information extraction from complex sources beyond relational databases, such as time-series, spatial, object, and multimedia databases. We also examine the collection of information from various online sources and its transformation into a usable form.
Our chapters are structured to function as separate sections, allowing flexibility for educators to present lessons in any sequence. Our objective is to equip readers with the background knowledge needed to apply data mining to real-world situations by presenting core ideas and methods for each topic.
With advancements in the field, our book delves deeper into big data and includes updated chapters reflecting these developments. "Principles of Data Mining" is a valuable guide for anyone looking to leverage data mining for business success.

Available since: 02/20/2025.

Print length: 233 pages.

Science & Technology

Other books that might interest you

Build a Massive Social Following

Lloyd Marshall

Build a Massive Social Following: Discover the Secrets on How to Build a Massive and Loyal Following on Your Social Media Before social media’s rise in popularity, businesses would gain customers mostly through traditional advertising techniques. Using social media is no different from traditional advertising techniques in that it is a direct reflection on your business and what it can do for your customers. To establish your brand on the various social media platforms, there are a few things that you must do to ensure that your brand is what you want it to be. A good brand will be engaging to customers, will give them the opportunity to see that you are different from your competition, and will put your business in the best light possible.There is no question that social media is a great advertising tool. In this audiobook, you will discover how to grow your tribe and build your followers. You will learn how to establish your brand and online presence and build a massive loyal following for your business.This audiobook will cover the following topics:- Using Facebook for Your Business- Utilizing YouTube- Tweeting About Your Business- Capturing Followers on Instagram- Continuing Your Success- And many more!By using social media in your business, you'll be able to reach more people and build your brand while watching your business grow. IF you want to learn more, scroll up and click “add to cart” now!

Show book

Embrace Your Cycle:...

Kieran Ashcroft

Embrace Your Cycle: Transformative Insights for Thriving Women
Are you ready to enhance your career and deepen your understanding of your own body by embracing your cycles?
Searching for a comprehensive guide that equips you with the essential knowledge to transform your life?
Your journey of self-discovery starts now!
This audiobook acts as your ultimate companion for gaining valuable insights, applying your newfound knowledge, and engaging in practical exercises. With this resource, you're on the path to thriving.
Updated for a transformative experience in understanding your body's rhythms.
Key features of this enriching guide:
- Deep insights into women's cycles and how they impact daily life
- Thorough explanations of the physiological changes that occur throughout your cycle
- Effective strategies for harnessing your cycle to enhance your personal and professional life
This guide stands out due to its in-depth coverage, crucial for your personal growth. Concepts are not just glossed over; they are explored with clarity and depth.
Please be advised that this guide is an independent resource and not associated with any official entity.
Crafted with a clear structure and accessible language, our guide ensures seamless transitions between topics. Say goodbye to overwhelming jargon and embrace straightforward, precise, and technically accurate content.
So, why hesitate? Click the BUY NOW button, secure your guide, and embark on your journey toward understanding and thriving with your body’s rhythms!
Embrace Your Cycle: Transformative Insights for Thriving Women

Show book

Dividing Lines - How...

Deborah N. Archer

Our nation's transportation system is crumbling. But as acclaimed scholar and ACLU president Deborah Archer warns in Dividing Lines, before we can think about rebuilding and repairing, we must consider the role race has played in transportation infrastructure, from the early twentieth century and into the present day. 
 
 
 
As Archer demonstrates, the success of the Civil Rights movement and the fall of Jim Crow in the 1960s did not mean the end of segregation. With state-sanctioned racism no longer legal, officials across the country turned to transportation infrastructure to keep Americans divided. A wealthy white neighborhood could no longer be "protected" by racial covenants and segregated shops, but a multilane road, with no pedestrian crossings, could be built along its border to make it difficult for people from a lower-income community to visit. Highways could not be routed through Black neighborhoods based on the race of their residents, but those neighborhoods' lower property values—a legacy of racial exclusion—could justify their destruction. 
 
 
 
Drawing on a wealth of sources, including interviews with people who now live in the shadow of highways and other major infrastructure projects, Archer presents a sweeping, national account—from Atlanta and Houston to Indianapolis and New York City—of our persistent divisions.

Show book

Blockchain Basics + NFTs for...

Satosy Nacamoto

Do you want to invest, but it seems so complicated? 
Have you never heard about Blockchain, NFTs and DeFi? 
If you want to invest then you are in the right place… 
Decentralized finance began with payment in cryptocurrencies but now covers many more activities such as borrowing, lending, saving, decentralized exchanges, and much more. NFT market brings you the unique opportunity to start making money from things once untradeable - digital music, art, and even your tweets on Twitter. Millionaires are being made because of this new opening in the market. 
In this collection you will know all the secrets to start making moeny in this new world! If you're interested in learning more and grabbing these opportunities with both hands, then this audiobook is for you. By the end of this guide, you will have all the tools necessary to start earning passive income. 
Scroll to the top of the page and click the “buy now” button to discover all the secrets!

Show book

The Wolverine Way

Douglas H. Chadwick, Rick Ridgeway

Glutton, demon of destruction, symbol of slaughter, mightiest of wilderness villains . . . The wolverine comes marked with a reputation based on myth and fancy. Yet this enigmatic animal is more complex than the legends that surround it. With a shrinking wilderness and global warming, the future of the wolverine is uncertain. The Wolverine Way reveals the natural history of this species and the forces that threaten its future, engagingly told by Douglas Chadwick, who volunteered with the Glacier Wolverine Project. This five-year study in Glacier National Park—which involved dealing with blizzards, grizzlies, sheer mountain walls, and other daily challenges to survival—uncovered key missing information about the wolverine's habitat, social structure, and reproduction habits. Wolverines, according to Chadwick, are the land equivalent of polar bears in regard to the impacts of global warming. The plight of wolverines adds to the call for wildlife corridors that connect existing habitat that is proposed by the Freedom to Roam coalition.

Show book

Clamor - How Noise Took Over the...

Chris Berdik

An eye- (and ear-) opening investigation into how the cacophony of our ever-noisier world affects our health, our well-being, and our planet. 
 
 
 
Early-morning jackhammering from construction down the block. The dull roar of jet overflights. Your officemate's phone conversations. Noise is everywhere, disrupting our sleep, ratcheting up our stress, destroying our concentration—yet it's a problem that many of us shrug off once the immediate annoyance passes. In Clamor, Chris Berdik reveals noise as one of the most pervasive, yet underacknowledged, pollutants in our daily lives, the harms of which extend far beyond our hearing, from our children's learning outcomes to our longevity to the natural world around us. 
 
 
 
We systemically neglect life's sonic dimension at our peril—not only driving up the racket but failing to harness sound's great potential. Berdik introduces us to the researchers, rock stars, architects, and many others who are finding surprising ways to make our world sound not only less bad, but better. Rising above the ever-increasing din, Clamor is an urgent—and ultimately inspiring—call to reconsider our relationship to our world's soundscapes.

Show book