| 000 -LEADER |
|---|
| fixed length control field |
01760nam a22002057a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| ISBN |
9780443158469 (ebk) |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.312 |
| Item number |
N723 2025 |
| 100 ## - MAIN ENTRY--AUTHOR NAME |
|---|
| Personal name |
Nisbet, Robert, author. |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Handbook of statistical analysis : AI and ML applications / Robert Nisbet, Keith McCormick, Gary Miner. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
3rd edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication |
London ; |
| Name of publisher |
Academic Press : |
| Year of publication |
©2024. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Number of Pages |
1 online resource, 650 pages : |
| Other physical details |
color illustrations |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Handbook of Statistical Analysis: AI and ML Applications, third edition, is a comprehensive introduction to all stages of data analysis, data preparation, model building, and model evaluation. This valuable resource is useful to students and professionals across a variety of fields and settings: business analysts, scientists, engineers, and researchers in academia and industry. General descriptions of algorithms together with case studies help readers understand technical and business problems, weigh the strengths and weaknesses of modern data analysis algorithms, and employ the right analytical methods for practical application. This resource is an ideal guide for users who want to address massive and complex datasets with many standard analytical approaches and be able to evaluate analyses and solutions objectively. It includes clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques; offers accessible tutorials; and discusses their application to real-world problems |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Data mining -- Statistical analysis |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Machine learning -- Artificial intelligence |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Predictive analytics -- Data science |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Miner, Gary D., author. |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
McCormick, Keith, author. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Electronic Books |
CSU-Carig