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Gaussian Processes For Machine Learning

Gaussian Processes for Machine Learning  eBooks & eLearning

Posted by step778 at March 14, 2019
Gaussian Processes for Machine Learning

Carl Edward Rasmussen, Christopher K. I. Williams, "Gaussian Processes for Machine Learning"
2005 | pages: 259 | ISBN: 026218253X | DJVU | 2,8 mb

Coursera - Bayesian Methods for Machine Learning (Higher School of Economics)  eBooks & eLearning

Posted by ParRus at April 30, 2020
Coursera - Bayesian Methods for Machine Learning (Higher School of Economics)

Coursera - Bayesian Methods for Machine Learning (Higher School of Economics)
WEBRip | English | MP4 | 1280 x 720 | AVC ~614 kbps | 25 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | Subs: English (.srt) | 09:40:48 | 2.2 GB
Genre: eLearning Video / Computer Science, Machine Learning, Artificial Intelligence

People apply Bayesian methods in many areas: from game development to drug discovery. They give superpowers to many machine learning algorithms: handling missing data, extracting much more information from small datasets. Bayesian methods also allow us to estimate uncertainty in predictions, which is a desirable feature for fields like medicine.

Mathematics for Machine Learning  eBooks & eLearning

Posted by hill0 at Jan. 2, 2020
7450594
Mathematics for Machine Learning
by Marc Peter Deisenroth

English | 2020 | ISBN: 1108470041, 110845514X | 417 Pages | PDF | 16 MB

Julia for Machine Learning  eBooks & eLearning

Posted by hill0 at May 20, 2020
Julia for Machine Learning

Julia for Machine Learning
by Zacharias Voulgaris

English | 2020 | ISBN: 1634628136 | 296 Pages | EPUB | 1.45 MB
Algorithmic Advances in Riemannian Geometry and Applications: For Machine Learning, Computer Vision, Statistics

Hà Quang Minh, Vittorio Murino, "Algorithmic Advances in Riemannian Geometry and Applications: For Machine Learning, Computer Vision, Statistics, and Optimization"
English | 2016 | ISBN-10: 3319450255 | 208 pages | EPUB | 5 MB
Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition (Repost)

Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition by Serkan Kiranyaz
English | PDF | 2014 | 343 Pages | ISBN : 3642378455 | 18.48 MB

For many engineering problems we require optimization processes with dynamic adaptation as we aim to establish the dimension of the search space where the optimum solution resides and develop robust techniques to avoid the local optima usually associated with multimodal problems. This book explores multidimensional particle swarm optimization, a technique developed by the authors that addresses these requirements in a well-defined algorithmic approach.
Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition

Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition (Adaptation, Learning, and Optimization) by Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2013 | ISBN: 3642378455, 3642437621 | English | 321 pages | EPUB | 7 MB

Scala for Machine Learning - Second Edition  eBooks & eLearning

Posted by hill0 at Jan. 24, 2020
Scala for Machine Learning - Second Edition

Scala for Machine Learning - Second Edition:
Build systems for data processing, machine learning, and deep learning
by Patrick R. Nicolas

English | 2017 | ISBN: 1787122387 | 740 Pages | EPUB | 10.53 MB
Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition (Repost)

Serkan Kiranyaz, Turker Ince, Moncef Gabbouj, "Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition"
English | 2013 | ISBN: 3642378455 | 270 pages | PDF | 18.01 MB

Data Analysis in Pandas & Scikit-learn For Machine Learning  eBooks & eLearning

Posted by Sigha at April 25, 2020
Data Analysis in Pandas & Scikit-learn For Machine Learning

Data Analysis in Pandas & Scikit-learn For Machine Learning
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 6.08 GB
Genre: eLearning Video | Duration: 147 lectures (16 hour, 39 mins) | Language: English

Learn in demand skill Pandas, Sci-kit Learn, Numpy For Data Science & Machine Learning : Seaborn | MatplotLib, |Python.