{"product_id":"9783032094827","title":"MATLAB Random Signals and Processes Primer With an Introduction to Statistics and Machine Learning","description":"\u003ch1\u003eMATLAB Random Signals and Processes Primer\u003c\/h1\u003e\u003ch2\u003eWith an Introduction to Statistics and Machine Learning\u003c\/h2\u003e\u003ch3\u003eGordana Jovanovic Dolecek\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eTechnology \u0026amp; Engineering \/ Signals \u0026amp; Signal Processing\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp class=\"MsoNormal\" style=\"mso-margin-top-alt: auto; mso-margin-bottom-alt: auto; line-height: normal;\"\u003e\u003cspan style=\"mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-ansi-language: EN-IN; mso-fareast-language: EN-IN;\"\u003eThis book offers a clear and intuitive approach to the world of random signals and processes, relating them with fundamental statistics and machine learning techniques—all through the lens of MATLAB. It is specifically designed for readers who prefer clarity over complexity, demystifying key concepts in random signals and processes, statistics, and machine learning. Even with a minimal amount of mathematical background, readers can confidently engage with the book, as it focuses on concepts and related terms clearly and simply.\u003c\/span\u003e\u003c\/p\u003e\r\n\u003cul style=\"margin-top: 0cm;\" type=\"disc\"\u003e\r\n\u003cli class=\"MsoNormal\" style=\"color: #0e101a; margin-bottom: .0001pt; text-align: justify; line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eProvides a highly accessible introduction to the concepts and key terms related to probability, random variables and processes, statistics, and machine learning;\u003c\/span\u003e\u003c\/li\u003e\r\n\u003cli class=\"MsoNormal\" style=\"color: #0e101a; margin-bottom: .0001pt; text-align: justify; line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eAssumes minimal mathematical background and provides straightforward explanations of key terms, making the learning process comfortable and manageable;\u003c\/span\u003e\u003c\/li\u003e\r\n\u003cli class=\"MsoNormal\" style=\"color: #0e101a; margin-bottom: .0001pt; text-align: justify; line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eIntroduction to core statistical concepts, descriptive and inferential statistics;\u003c\/span\u003e\u003c\/li\u003e\r\n\u003cli class=\"MsoNormal\" style=\"color: #0e101a; margin-bottom: .0001pt; text-align: justify; line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eA clear and intuitive approach to regression techniques such as linear, polynomial, and multiple regression;\u003c\/span\u003e\u003c\/li\u003e\r\n\u003cli class=\"MsoNormal\" style=\"color: #0e101a; margin-bottom: .0001pt; text-align: justify; line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003ePrimer on machine learning techniques, explaining their crucial role and their relationship with probability, random signals, and statistics;\u003c\/span\u003e\u003c\/li\u003e\r\n\u003cli class=\"MsoNormal\" style=\"color: #0e101a; margin-bottom: .0001pt; text-align: justify; line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eAn intuitive and simplified approach to machine learning techniques such as logistic regression, naive Bayes, Gaussian naive Bayes, and KNN is provided;\u003c\/span\u003e\u003c\/li\u003e\r\n\u003cli class=\"MsoNormal\" style=\"color: #0e101a; margin-bottom: .0001pt; text-align: justify; line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;\"\u003eIncludes many examples in MATLAB, a variety of exercises, as well as\u003cstrong\u003e e\u003c\/strong\u003end-of-chapter quizzes for self-assessment, ensuring an interactive and engaging learning experience\u003cspan lang=\"EN-US\" style=\"font-size: 12.0pt; line-height: 115%; font-family: 'Times New Roman',serif; mso-fareast-font-family: 'Times New Roman'; color: #0e101a; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA;\"\u003e.\u003c\/span\u003e\n\u003c\/li\u003e\r\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: .0001pt; line-height: normal;\"\u003e\u003cstrong\u003e\u003cspan lang=\"EN-US\" style=\"mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; color: #0e101a;\"\u003eGordana Jovanovic Dolecek\u003c\/span\u003e\u003c\/strong\u003e\u003cspan lang=\"EN-US\" style=\"mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; color: #0e101a;\"\u003e received a BSc and Ph.D. degree from the University of Sarajevo, Bosnia and Herzegovina, and an MSc degree from the University of Belgrade, Serbia. In 1995, she joined the Institute INAOE, Department for Electronics, Puebla, Mexico, where she works as a full professor. She was a visiting researcher with UCSB, Santa Barbara, USA, in 2001-2002 and 2006, with SDSU, San Diego, USA, in 2008-2009, and with UCLA, Los Angeles, USA, in 2015-2016.\u003c\/span\u003e\u003c\/p\u003e\r\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: .0001pt; line-height: normal;\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; color: #0e101a;\"\u003eShe is the author\/coauthor of more than 90 journals and 500 conference papers. She was the Associate Editor for IEEE Transactions on Circuits and Systems-I: Regular Papers, IEEE Transactions on Circuits and Systems-II: Express Briefs, and IEEE Circuits and Systems Magazine. Actually, she is the Associate Editor for IET Signal Processing, and the Senior Editor for IEEE Transactions on Circuits and Systems-II: Express Brief. \u003c\/span\u003e\u003c\/p\u003e\r\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: .0001pt; line-height: normal;\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; color: #0e101a;\"\u003eShe was a committee member for more than 80 international conferences. She is a member of the CAS Digital Signal Processing (DSP) committee and Review committee (RC) DSP member for the IEEE ISCAS conferences. She was a Guest Editor for various journals, co-organizer of special sessions at international conferences, and gave many conferences and tutorials across the world.\u003c\/span\u003e\u003c\/p\u003e\r\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: .0001pt; line-height: normal;\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; color: #0e101a;\"\u003eHer research interests include Digital Signal Processing (DSP), Digital Communications, Education Methods for DSP and Digital Communications, Machine Learning (ML), and Deep Learning (DL) for DSP and Digital Communications.\u003c\/span\u003e\u003c\/p\u003e\r\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: .0001pt; line-height: normal;\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; color: #0e101a;\"\u003eShe is a member of the Mexican Academy of Sciences, SNI of Mexico, and a Life Senior Member, IEEE.\u003c\/span\u003e\u003c\/p\u003e\r\n\u003cp\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 11.0pt; line-height: 115%; font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; color: #0e101a; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA;\"\u003eIn 2024, she received the IEEE Circuits and Systems Society John Choma Education Award and the Best Associate Editor IEEE TCAS II award for 2023. Additionally, she received the Best Associate Editor IEEE TCAS I Award for 2022 and the 2020-2021 period. In 2022, she was the recipient of the IEEE Puebla award. In 2012, she received the Science and Technology Puebla State award for her research work in electronics.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e21 August 2026\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eSpringer Nature Switzerland\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eSpringer\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9783032094827\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Springer Nature Switzerland","offers":[{"title":"Default Title","offer_id":44523501191308,"sku":"9783032094827","price":125.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783032094827.jpg?v=1781087727","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783032094827","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}