Data Mining: A Knowledge Discovery Approach

Name: Data Mining: A Knowledge Discovery Approach
Rating: 5 (1 reviews)

Krzysztof J. Cios · Witold Pedrycz · Roman W. Swiniarski · Lukasz Andrzej Kurgan

ଅକ୍ଟୋବର 2007 · Springer Science & Business Media

5.0

1ଟି ସମୀକ୍ଷା

ଇବୁକ୍

606

ପୃଷ୍ଠାଗୁଡ଼ିକ

ରେଟିଂ ଓ ସମୀକ୍ଷାଗୁଡ଼ିକୁ ଯାଞ୍ଚ କରାଯାଇନାହିଁ ଅଧିକ ଜାଣନ୍ତୁ

ଏହି ଇବୁକ୍ ବିଷୟରେ

“If you torture the data long enough, Nature will confess,” said 1991 Nobel-winning economist Ronald Coase. The statement is still true. However, achieving this lofty goal is not easy. First, “long enough” may, in practice, be “too long” in many applications and thus unacceptable. Second, to get “confession” from large data sets one needs to use state-of-the-art “torturing” tools. Third, Nature is very stubborn — not yielding easily or unwilling to reveal its secrets at all. Fortunately, while being aware of the above facts, the reader (a data miner) will find several efficient data mining tools described in this excellent book. The book discusses various issues connecting the whole spectrum of approaches, methods, techniques and algorithms falling under the umbrella of data mining. It starts with data understanding and preprocessing, then goes through a set of methods for supervised and unsupervised learning, and concludes with model assessment, data security and privacy issues. It is this specific approach of using the knowledge discovery process that makes this book a rare one indeed, and thus an indispensable addition to many other books on data mining. To be more precise, this is a book on knowledge discovery from data. As for the data sets, the easy-to-make statement is that there is no part of modern human activity left untouched by both the need and the desire to collect data. The consequence of such a state of affairs is obvious.

ମୂଲ୍ୟାଙ୍କନ ଓ ସମୀକ୍ଷା

5.0

1ଟି ସମୀକ୍ଷା

ଏହି ଇବୁକ୍‍କୁ ମୂଲ୍ୟାଙ୍କନ କରନ୍ତୁ

ଆପଣ କଣ ଭାବୁଛନ୍ତି ତାହା ଆମକୁ ଜଣାନ୍ତୁ।

ପଢ଼ିବା ପାଇଁ ତଥ୍ୟ

ସ୍ମାର୍ଟଫୋନ ଓ ଟାବଲେଟ

Google Play Books ଆପ୍କୁ, Android ଓ iPad/iPhone ପାଇଁ ଇନଷ୍ଟଲ୍ କରନ୍ତୁ। ଏହା ସ୍ଵଚାଳିତ ଭାବେ ଆପଣଙ୍କ ଆକାଉଣ୍ଟରେ ସିଙ୍କ ହୋ‍ଇଯିବ ଏବଂ ଆପଣ ଯେଉଁଠି ଥାଆନ୍ତୁ ନା କାହିଁକି ଆନଲାଇନ୍ କିମ୍ବା ଅଫଲାଇନ୍‍ରେ ପଢ଼ିବା ପାଇଁ ଅନୁମତି ଦେବ।

ଲାପଟପ ଓ କମ୍ପ୍ୟୁଟର

ନିଜର କମ୍ପ୍ୟୁଟର୍‍ରେ ଥିବା ୱେବ୍ ବ୍ରାଉଜର୍‍କୁ ବ୍ୟବହାର କରି Google Playରୁ କିଣିଥିବା ଅଡିଓବୁକ୍‍କୁ ଆପଣ ଶୁଣିପାରିବେ।

ଇ-ରିଡର୍ ଓ ଅନ୍ୟ ଡିଭାଇସ୍‍ଗୁଡ଼ିକ

Kobo eReaders ପରି e-ink ଡିଭାଇସଗୁଡ଼ିକରେ ପଢ଼ିବା ପାଇଁ, ଆପଣଙ୍କୁ ଏକ ଫାଇଲ ଡାଉନଲୋଡ କରି ଏହାକୁ ଆପଣଙ୍କ ଡିଭାଇସକୁ ଟ୍ରାନ୍ସଫର କରିବାକୁ ହେବ। ସମର୍ଥିତ eReadersକୁ ଫାଇଲଗୁଡ଼ିକ ଟ୍ରାନ୍ସଫର କରିବା ପାଇଁ ସହାୟତା କେନ୍ଦ୍ରରେ ଥିବା ସବିଶେଷ ନିର୍ଦ୍ଦେଶାବଳୀକୁ ଅନୁସରଣ କରନ୍ତୁ।

ବେଆଇନ ବିଷୟବସ୍ତୁର ରିପୋର୍ଟ କର