| 000 -LEADER |
|---|
| fixed length control field |
nam a22 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
240213b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9789393330345 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.312 |
| Item number |
ARO |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Arora, Sandhya |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Data science and analytics with python |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Hyderabad : |
| Name of publisher, distributor, etc |
Universities Press, |
| Date of publication, distribution, etc |
2023 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
x, 488 p. ; |
| Other physical details |
ill., |
| Dimensions |
25 cm. |
| 365 ## - TRADE PRICE |
|---|
| Price amount |
750.00 |
| Price type code |
INR |
| Unit of pricing |
01 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Data Science and Machine Learning are the leading buzzwords of today. This book covers all aspects of these subjects, from data definition and categorization, classification techniques, clustering and ML algorithms to data stream and association rule mining, language data processing and neural networks. It explains descriptive and inferential statistical analysis, probability distribution and density functions as well as time series. It also describes the fundamentals of Python programming, the Python environment and libraries such as scikit-learn, NumPy and pandas, and takes a deep dive into data visualization modules and tools. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Computer science and technology |
|
|---|
| Topical term or geographic name as entry element |
NumPy and pandas |
|
|---|
| Topical term or geographic name as entry element |
Data visualization |
|
|---|
| Topical term or geographic name as entry element |
Machine learning and data pre-processing |
|
|---|
| Topical term or geographic name as entry element |
Data stream mining |
|
|---|
| Topical term or geographic name as entry element |
Apriori algorithm |
|
|---|
| Topical term or geographic name as entry element |
Clustering |
|
|---|
| Topical term or geographic name as entry element |
Deep neural network |
|
|---|
| Topical term or geographic name as entry element |
Convolutional neural network |
|
|---|
| Topical term or geographic name as entry element |
Data stream mining |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Malik, Latesh |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
Books |