SKU: 76973024549

Introduction to Machine Learning, fourth edition

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Introduction to Machine Learning, fourth editionBy: Ethem Alpaydin Series: Adaptive Computation and Machine Learning series A substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep learning and neural networks. The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Machine learning underlies such exciting new technologies as self driving cars, speech recognition, and

By: Ethem Alpaydin   | Series: Adaptive Computation and Machine Learning series 
A substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep learning and neural networks.

The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Machine learning underlies such exciting new technologies as self-driving cars, speech recognition, and translation applications. This substantially revised fourth edition of a comprehensive, widely used machine learning textbook offers new coverage of recent advances in the field in both theory and practice, including developments in deep learning and neural networks.

The book covers a broad array of topics not usually included in introductory machine learning texts, including supervised learning, Bayesian decision theory, parametric methods, semiparametric methods, nonparametric methods, multivariate analysis, hidden Markov models, reinforcement learning, kernel machines, graphical models, Bayesian estimation, and statistical testing. The fourth edition offers a new chapter on deep learning that discusses training, regularizing, and structuring deep neural networks such as convolutional and generative adversarial networks; new material in the chapter on reinforcement learning that covers the use of deep networks, the policy gradient methods, and deep reinforcement learning; new material in the chapter on multilayer perceptrons on autoencoders and the word2vec network; and discussion of a popular method of dimensionality reduction, t-SNE. New appendixes offer background material on linear algebra and optimization. End-of-chapter exercises help readers to apply concepts learned. Introduction to Machine Learning can be used in courses for advanced undergraduate and graduate students and as a reference for professionals.

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SKU: 76973024549

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Vicki T
Louisville, US
★★★★★ 5
Sturdy and classy
Size: 12*3*2 Inches, Color: Black(2PCS)
I purchased these individual mesh dividers to replace solid plastic dividers for three reasons - cleaning ability, function , and. appearance. I am extremely happy with this choice on all accounts. I am very happy with the mesh as crumbs etc fall through the dividers which eliminates trying to clean all 4 tiny corners of each divider Simply remove the dividers, vacuum the crumbs, wipe the drawer with cleaner, and return the dividers. Because these are individual dividers, they can be configured to your specific need or choice. Both of these reasons are as expected. In addition, they are sturdy and do not bend or warp. But what surprised me the most is the difference using the black color makes! The appearance when the drawer is opened looks classy and high quality. So, so glad I didn’t get the solid wood dividers as again I’d be cleaning tiny corners with a Q-tip. I would buy these again.
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Bought eons ago, still holding up.
Size: 9*3*2 Inches, Color: Grey(4PCS)
Easy to clean, sturdy, and there are little footies on the bottom (as long as you're not like me and accidentally wash them off). Fits well, works well, as we use them for sorting out utensils and keeping drawer gunk off of them.
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ocasio
Port Orchard, US
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Helps to be organized!
Size: 12*3*2 Inches, Color: Black(2PCS)
It helped me to get so organized! Wonderful product! I have always been a very organized person to the point of having OCD. These organizers have been a godsend. They are pretty long probably 12 in and probably 2 in wide. I fit pens, my stapler, rulers, etc in them. They fit perfectly into my top desk drawer. Such a difference instead of throwing your items haphazardly in your drawer. Very sturdy but thin. Made of metal so durable. Very easy to clean with a wipe if necessary. Not that expensive at all. Comes with 2 holders. Such a helpful product. Highly recommend!
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Easy to use and inexpensive.
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Great for organizing various items in your drawers.
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Trisha
Los Angeles, US
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They are good quality, no signs of rusting or flaking, & are built very sturdy. The measurements are a little inaccurate due to the tapered edges from bottom to top, so it may not fit as expected which happened in my case. The attachment edges don’t pair to other brands of organizers well so don’t expect them to stay attached. Nonetheless, worth the money for its need.
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Reviewed in the United States on November 4, 2024

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