Machine learning for signal processing : data science, algorithms, and computational statistics / Max A. Little

بواسطة:

Little, Max A [author]

نوع المادة :

نصاللغة: الإنجليزية الناشر:Oxford ; New York, NY : Oxford University Press, 2019الطبعات:First editionوصف:xviii, 359 pages; illustrations ; 31 cmنوع المحتوى:

text

نوع الوسائط:

unmediated

نوع الناقل:

volume

تدمك:

0191024317
0191879185
9780191024313
9780191879180
9780198714934

الموضوع:

تنسيقات مادية إضافية:Print version:: Machine Learning for Signal Processing : Data Science, Algorithms, and Computational Statistics.تصنيف مكتبة الكونجرس:

Q325.5 .L584 2019

المحتويات:

Chapter 1: Mathematical foundations -- Chapter 2: Optimization -- Chapter 3: Random sampling -- Chapter 4: Statistical modelling and inference -- Chapter 5: Probabilistic graphical models -- Chapter 6: Statistical machine learning -- Chapter 7: Linear-Gaussian systems and signal processing -- Chapter 8: Discrete signals: sampling, quantization and coding -- Chapter 9: Nonlinear and non-Gaussian signal processing -- Chapter 10: Nonparametric Bayesian machine learning and signal processing

ملخص:Describes in detail the fundamental mathematics and algorithms of machine learning (an example of artificial intelligence) and signal processing, two of the most important and exciting technologies in the modern information economy. Builds up concepts gradually so that the ideas and algorithms can be implemented in practical software applications

المقتنيات
نوع المادة	المكتبة الحالية	رقم الطلب	رقم النسخة	حالة	تاريخ الإستحقاق	الباركود	حجوزات مادة
كتاب	UAE Federation Library \| مكتبة اتحاد الإمارات General Collection \| المجموعات العامة	Q325.5 .L584 2019 (إستعراض الرف(يفتح أدناه))	C.1	Library Use Only \| داخل المكتبة فقط		30030000019519
كتاب	UAE Federation Library \| مكتبة اتحاد الإمارات General Collection \| المجموعات العامة	Q325.5 .L584 2019 (إستعراض الرف(يفتح أدناه))	C.2	المتاح		30030000019594

إجمالي الحجوزات: 0

Browsing UAE Federation Library | مكتبة اتحاد الإمارات shelves, Shelving location: General Collection | المجموعات العامة إغلاق مستعرض الرف(يخفي مستعرض الرف)

السابق								التالي
السابق	Q325.5 .K56 2018 Network intrusion detection using Deep Learning : a feature learning approach /	Q325.5 .K863 2019 Machine learning quick reference : quick and essential machine learning hacks for training smart data models /	Q325.5 .K863 2019 Machine learning quick reference : quick and essential machine learning hacks for training smart data models /	Q325.5 .L584 2019 Machine learning for signal processing : data science, algorithms, and computational statistics /	Q325.5 .L584 2019 Machine learning for signal processing : data science, algorithms, and computational statistics /	Q325.5 .M3215 2012 Machine learning algorithms for problem solving in computational applications : intelligent techniques /	Q325.5 .M3215 2012 Machine learning algorithms for problem solving in computational applications : intelligent techniques /	التالي

Includes bibliographical references and index

Describes in detail the fundamental mathematics and algorithms of machine learning (an example of artificial intelligence) and signal processing, two of the most important and exciting technologies in the modern information economy. Builds up concepts gradually so that the ideas and algorithms can be implemented in practical software applications

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طباعة
وثق
أضف إلى سلتك (إزالة)
إرسال إلى جهاز
طلب مسح ضوئي
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