Machine learning : hands-on for developers and technical professionals
Machine Learning: Hands-On for Developers and Technical Professionals provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. The book contains a breakdown of each ML variant, explaining how it wor...
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| Main Author: | |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Indianapolis, Indiana :
John Wiley & Sons, Inc.,
2020
|
| Edition: | Second edition. |
| Series: | ITpro collection
|
| Subjects: | |
| ISBN: | 9781119642183 1119642183 9781119642251 1119642256 9781119642190 1119642191 1523133066 9781523133062 9781119642145 1119642140 |
| Physical Description: | 1 online resource. |
Cover
Table of contents
| LEADER | 03582cam a2200469 i 4500 | ||
|---|---|---|---|
| 001 | kn-on1141520623 | ||
| 003 | OCoLC | ||
| 005 | 20240717213016.0 | ||
| 006 | m o d | ||
| 007 | cr cn||||||||| | ||
| 008 | 200222s2020 inu ob 001 0 eng d | ||
| 040 | |a EBLCP |b eng |e rda |e pn |c EBLCP |d UKMGB |d OCLCO |d YDXIT |d YDX |d N$T |d OCLCQ |d OCLCF |d UKAHL |d UMI |d SFB |d UAB |d OCLCO |d OCLCQ |d OCLCO |d OCLCQ |d TOH |d TXI |d K6U |d OCL |d OCLCO |d OCLCL |d OCLCQ |d ZCU |d OCLCO |d GZM |d U3W |d OCLCQ | ||
| 020 | |a 9781119642183 |q (electronic book) | ||
| 020 | |a 1119642183 |q (electronic book) | ||
| 020 | |a 9781119642251 |q (electronic book) | ||
| 020 | |a 1119642256 |q (electronic book) | ||
| 020 | |a 9781119642190 |q (electronic bk.) | ||
| 020 | |a 1119642191 |q (electronic book) | ||
| 020 | |a 1523133066 | ||
| 020 | |a 9781523133062 | ||
| 020 | |z 9781119642145 |q (pbk.) | ||
| 020 | |z 1119642140 |q (pbk.) | ||
| 035 | |a (OCoLC)1141520623 |z (OCoLC)1141143984 |z (OCoLC)1147829218 |z (OCoLC)1224862712 |z (OCoLC)1225562743 |z (OCoLC)1228510554 |z (OCoLC)1232249122 |z (OCoLC)1341685323 | ||
| 100 | 1 | |a Bell, Jason |c (Computer scientist), |e author |1 https://id.oclc.org/worldcat/entity/E39PCjygbxtJcKyYhGvBgb96mm | |
| 245 | 1 | 0 | |a Machine learning : |b hands-on for developers and technical professionals / |c Jason Bell. |
| 250 | |a Second edition. | ||
| 264 | 1 | |a Indianapolis, Indiana : |b John Wiley & Sons, Inc., |c 2020 | |
| 300 | |a 1 online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 0 | |a ITpro collection | |
| 504 | |a Includes bibliographical references and index. | ||
| 506 | |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty | ||
| 520 | |a Machine Learning: Hands-On for Developers and Technical Professionals provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. The book contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers to incorporate the presented techniques into their own work as they follow along. A core tenant of machine learning is a strong focus on data preparation, and a full exploration of the various types of learning algorithms illustrates how the proper tools can help any developer extract information and insights from existing data. The book includes a full complement of Instructor's Materials to facilitate use in the classroom, making this resource useful for students and as a professional reference. | ||
| 505 | 0 | |a What is machine learning? -- Planning for machine learning -- Data acquisition techniques -- Statistics, linear regression, and randomness -- Working with decision trees -- Clustering -- Association rules learning -- Support vector machines -- Artificial neural networks -- Machine learning with text documents -- Machine learning with images -- Machine learning streaming with Kafka -- Apache Spark -- Machine learning with R. | |
| 590 | |a Knovel |b Knovel (All titles) | ||
| 650 | 0 | |a Machine learning. | |
| 655 | 7 | |a elektronické knihy |7 fd186907 |2 czenas | |
| 655 | 9 | |a electronic books |2 eczenas | |
| 776 | 0 | 8 | |i Print version: |a Bell, Jason. |t Machine Learning : Hands-On for Developers and Technical Professionals. |d Newark : John Wiley & Sons, Incorporated, ©2020 |z 9781119642145 |
| 856 | 4 | 0 | |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpMLHODTP1/machine-learning-hands?kpromoter=marc |y Full text |
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