找回密碼
 To register

QQ登錄

只需一步,快速開始

掃一掃,訪問微社區(qū)

打印 上一主題 下一主題

Titlebook: Machine Learning with Python; Theory and Implement Amin Zollanvari Textbook 2023 The Editor(s) (if applicable) and The Author(s), under exc

[復(fù)制鏈接]
查看: 20535|回復(fù): 53
樓主
發(fā)表于 2025-3-21 16:34:17 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Machine Learning with Python
副標(biāo)題Theory and Implement
編輯Amin Zollanvari
視頻videohttp://file.papertrans.cn/621/620717/620717.mp4
概述This textbook focuses on the most essential elements and practically useful techniques in Machine Learning.Strikes a balance between the theory of Machine Learning and implementation in Python.Supplem
圖書封面Titlebook: Machine Learning with Python; Theory and Implement Amin Zollanvari Textbook 2023 The Editor(s) (if applicable) and The Author(s), under exc
描述This book is meant as a textbook for undergraduate and graduate students who are willing to understand essential elements of machine learning from both a theoretical and a practical perspective. The choice of the topics in the book is made based on one criterion: whether the practical utility of a certain method justifies its theoretical elaboration for students with a typical mathematical background in engineering and other quantitative fields. As a result, not only does the book contain practically useful techniques, it also presents them in a mathematical language that is accessible to both graduate and advanced undergraduate students.?.The textbook covers a range of topics including nearest neighbors, linear models, decision trees, ensemble learning, model evaluation and selection,?dimensionality reduction, assembling various learning stages, clustering, and deep learning along with an introduction to fundamental Python packages for data science and machine learning such as NumPy, Pandas, Matplotlib, Scikit-Learn, XGBoost, and Keras with TensorFlow backend.?.Given the current dominant role of the Python programming language for machine learning, the book complements the theoret
出版日期Textbook 2023
關(guān)鍵詞Keras-TensorFlow; Clustering; Convolutional Neural Networks; Decision Trees; Deep Learning; Ensemble Lear
版次1
doihttps://doi.org/10.1007/978-3-031-33342-2
isbn_softcover978-3-031-33344-6
isbn_ebook978-3-031-33342-2
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

書目名稱Machine Learning with Python影響因子(影響力)




書目名稱Machine Learning with Python影響因子(影響力)學(xué)科排名




書目名稱Machine Learning with Python網(wǎng)絡(luò)公開度




書目名稱Machine Learning with Python網(wǎng)絡(luò)公開度學(xué)科排名




書目名稱Machine Learning with Python被引頻次




書目名稱Machine Learning with Python被引頻次學(xué)科排名




書目名稱Machine Learning with Python年度引用




書目名稱Machine Learning with Python年度引用學(xué)科排名




書目名稱Machine Learning with Python讀者反饋




書目名稱Machine Learning with Python讀者反饋學(xué)科排名




單選投票, 共有 0 人參與投票
 

0票 0%

Perfect with Aesthetics

 

0票 0%

Better Implies Difficulty

 

0票 0%

Good and Satisfactory

 

0票 0%

Adverse Performance

 

0票 0%

Disdainful Garbage

您所在的用戶組沒有投票權(quán)限
沙發(fā)
發(fā)表于 2025-3-21 23:41:01 | 只看該作者
板凳
發(fā)表于 2025-3-22 03:13:42 | 只看該作者
https://doi.org/10.1007/978-3-031-33342-2Keras-TensorFlow; Clustering; Convolutional Neural Networks; Decision Trees; Deep Learning; Ensemble Lear
地板
發(fā)表于 2025-3-22 05:31:41 | 只看該作者
5#
發(fā)表于 2025-3-22 10:38:19 | 只看該作者
6#
發(fā)表于 2025-3-22 16:52:27 | 只看該作者
k-Nearest Neighbors, kNN (short for k-Nearest Neighbors) not only because of its simplicity, but also due to its long history in machine learning. As a result, in this chapter we formalize the kNN mechanism for both classification and regression and we will see various forms of kNN.
7#
發(fā)表于 2025-3-22 19:49:37 | 只看該作者
Amin Zollanvarie excitations, the excitonic polaritons. It helps to obtain evidence for the predictions made by Hopfield and others of some extraordinary properties of these objects. Let us mention, for instance, the dispersive, multiple Brillouin peaks, the AS/S ratio in RBS larger than unity, the disappearence o
8#
發(fā)表于 2025-3-22 23:55:36 | 只看該作者
Amin Zollanvariented of experimental Raman scattering studies and their interpretation based on models of the lattice dynamics of pristine and intercalated graphite. The periodic layer structure of intercalation compounds makes it possible to model the dynamical matrix by a Brillouin zone folding of the pristine g
9#
發(fā)表于 2025-3-23 05:26:25 | 只看該作者
Amin Zollanvarie excitations, the excitonic polaritons. It helps to obtain evidence for the predictions made by Hopfield and others of some extraordinary properties of these objects. Let us mention, for instance, the dispersive, multiple Brillouin peaks, the AS/S ratio in RBS larger than unity, the disappearence o
10#
發(fā)表于 2025-3-23 08:30:45 | 只看該作者
 關(guān)于派博傳思  派博傳思旗下網(wǎng)站  友情鏈接
派博傳思介紹 公司地理位置 論文服務(wù)流程 影響因子官網(wǎng) 吾愛論文網(wǎng) 大講堂 北京大學(xué) Oxford Uni. Harvard Uni.
發(fā)展歷史沿革 期刊點(diǎn)評 投稿經(jīng)驗(yàn)總結(jié) SCIENCEGARD IMPACTFACTOR 派博系數(shù) 清華大學(xué) Yale Uni. Stanford Uni.
QQ|Archiver|手機(jī)版|小黑屋| 派博傳思國際 ( 京公網(wǎng)安備110108008328) GMT+8, 2025-10-29 19:59
Copyright © 2001-2015 派博傳思   京公網(wǎng)安備110108008328 版權(quán)所有 All rights reserved
快速回復(fù) 返回頂部 返回列表
岑巩县| 澳门| 四平市| 富川| 泾源县| 阜康市| 镇巴县| 靖远县| 武邑县| 贡山| 德阳市| 孝昌县| 桐梓县| 天等县| 沈阳市| 德惠市| 灌云县| 汪清县| 四川省| 武城县| 抚顺县| 仁化县| 文化| 海南省| 曲松县| 铜鼓县| 蒲城县| 淮北市| 永顺县| 襄垣县| 周至县| 根河市| 扬州市| 乐昌市| 雅江县| 西藏| 澜沧| 堆龙德庆县| 华池县| 大同县| 嘉兴市|