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Data Science: Grundlagen, Statistik und maschinelles Lernen

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Data Science: Grundlagen, Statistik und maschinelles Lernen

Data Science: Grundlagen, Statistik und maschinelles Lernen by Matthias Plaue
Deutsch | PDF | 2021 | 326 Pages | ISBN : 3662634880 | 37.4 MB

Dieses Lehrbuch bietet eine gut verständliche Einführung in mathematische Konzepte und algorithmische Verfahren, die der Data Science zugrunde liegen. Es deckt hierfür wesentliche Teile der Datenorganisation, der deskriptiven und inferenziellen Statistik, der Wahrscheinlichkeitstheorie und des maschinellen Lernens ab.

Image and Graphics

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Image and Graphics

Image and Graphics: 11th International Conference, ICIG 2021, Haikou, China, August 6–8, 2021, Proceedings, Part I by Yuxin Peng
English | PDF | 2021 | 830 Pages | ISBN : 3030873544 | 170.1 MB

This three-volume set LNCS 12888, 12898, and 12890 constitutes the refereed conference proceedings of the 11th International Conference on Image and Graphics, ICIG 2021, held in Haikou, China, in August 2021.*

Image and Graphics

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Image and Graphics

Image and Graphics: 11th International Conference, ICIG 2021, Haikou, China, August 6–8, 2021, Proceedings, Part III by Yuxin Peng
English | PDF | 2021 | 840 Pages | ISBN : 3030873609 | 149.9 MB

This three-volume set LNCS 12888, 12898, and 12890 constitutes the refereed conference proceedings of the 11th International Conference on Image and Graphics, ICIG 2021, held in Haikou, China, in August 2021.*

KI 2021: Advances in Artificial Intelligence

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KI 2021: Advances in Artificial Intelligence

KI 2021: Advances in Artificial Intelligence: 44th German Conference on AI, Virtual Event, September 27 – October 1, 2021, Proceedings by Stefan Edelkamp
English | PDF | 2021 | 388 Pages | ISBN : 303087625X | 32.7 MB

This book constitutes the refereed proceedings of the 44th German Conference on Artificial Intelligence, KI 2021, held in September/October 2021. Due to COVID-19 pandemic the conference was held virtually.

Computational Collective Intelligence

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Computational Collective Intelligence

Computational Collective Intelligence: 13th International Conference, ICCCI 2021, Rhodes, Greece, September 29 – October 1, 2021, Proceedings by Ngoc Thanh Nguyen
English | PDF | 2021 | 817 Pages | ISBN : 303088080X | 58.9 MB

This book constitutes the refereed proceedings of the 13th International Conference on Computational Collective Intelligence, ICCCI 2021, held in September/October 2021. The conference was held virtually due to the COVID-19 pandemic.

Deep Generative Models, and Data Augmentation, Labelling, and Imperfections

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Deep Generative Models, and Data Augmentation, Labelling, and Imperfections

Deep Generative Models, and Data Augmentation, Labelling, and Imperfections: First Workshop, DGM4MICCAI 2021, and First Workshop, DALI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings by andy Engelhardt
English | PDF | 2021 | 285 Pages | ISBN : 3030882098 | 50 MB

This book constitutes the refereed proceedings of the First MICCAI Workshop on Deep Generative Models, DG4MICCAI 2021, and the First MICCAI Workshop on Data Augmentation, Labelling, and Imperfections, DALI 2021, held in conjunction with MICCAI 2021, in October 2021. The workshops were planned to take place in Strasbourg, France, but were held virtually due to the COVID-19 pandemic.

Learn NumPy in 1 hour: Your First Steps Into Data Science

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Learn NumPy in 1 hour: Your First Steps Into Data Science

Learn NumPy in 1 hour: Your First Steps Into Data Science
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 323 MB | Duration: 1h 6m

Numpy with Python is simple enough for beginners, powerful for the pros. Use it for maths, statistics and data science.

Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health

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Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health

Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health: Third MICCAI Workshop, DART 2021, and First MICCAI Workshop, FAIR 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27 and October 1, 2021, Proceedings by Shadi Albarqouni
English | PDF | 2021 | 276 Pages | ISBN : 3030877213 | 44.1 MB

This book constitutes the refereed proceedings of the Third MICCAI Workshop on Domain Adaptation and Representation Transfer, DART 2021, and the First MICCAI Workshop on Affordable Healthcare and AI for Resource Diverse Global Health, FAIR 2021, held in conjunction with MICCAI 2021, in September/October 2021. The workshops were planned to take place in Strasbourg, France, but were held virtually due to the COVID-19 pandemic.

Machine Learning in Clinical Neuroimaging

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Machine Learning in Clinical Neuroimaging

Machine Learning in Clinical Neuroimaging: 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings by Ahmed Abdulkadir
English | PDF | 2021 | 185 Pages | ISBN : 3030875857 | 38.7 MB

This book constitutes the refereed proceedings of the 4th International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2021, held on September 27, 2021, in conjunction with MICCAI 2021. The workshop was held virtually due to the COVID-19 pandemic.

Bayesian Optimization with Application to Computer Experiments

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Bayesian Optimization with Application to Computer Experiments

Bayesian Optimization with Application to Computer Experiments by Tony Pourmohamad
English | PDF,EPUB | 2021 | 113 Pages | ISBN : 3030824578 | 29.1 MB

This book introduces readers to Bayesian optimization, highlighting advances in the field and showcasing its successful applications to computer experiments. R code is available as online supplementary material for most included examples, so that readers can better comprehend and reproduce methods.

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021

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Medical Image Computing and Computer Assisted Intervention – MICCAI 2021

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021: 24th International Conference, Strasbourg, France, September 27 – October 1, 2021, Proceedings, Part V by Marleen de Bruijne
English | PDF | 2021 | 872 Pages | ISBN : 3030872394 | 114 MB

The eight-volume set LNCS 12901, 12902, 12903, 12904, 12905, 12906, 12907, and 12908 constitutes the refereed proceedings of the 24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021, held in Strasbourg, France, in September/October 2021.*

Amazon SageMaker Best Practices: Proven tips and tricks to build successful machine learning solutions on Amazon SageMaker

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Amazon SageMaker Best Practices: Proven tips and tricks to build successful machine learning solutions on Amazon SageMaker

Amazon SageMaker Best Practices
by Sireesha Muppala, PhD, Randy DeFauw and Shelbee Eigenbrode

English | 2021 | ISBN: ‎ 1801070520 | 348 pages | True (PDF EPUB MOBI) | 76.79 MB

Building Data-Driven Applications with Danfo.js: A practical guide to data analysis and machine learning using JavaScript

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Building Data-Driven Applications with Danfo.js: A practical guide to data analysis and machine learning using JavaScript

Building Data-Driven Applications with Danfo.js
by Rising Odegua, Stephen Oni

English | 2021 | ISBN: ‎ 1801070857 | 477 pages | True (PDF EPUB, MOBI) | 56.23 MB

Building Data Science Applications with FastAPI: Develop, manage and deploy efficient machine learning applications with Python

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Building Data Science Applications with FastAPI: Develop, manage and deploy efficient machine learning applications with Python

Building Data Science Applications with FastAPI
by Voron, Francois;

English | 2021 | ISBN: ‎ 1801079218 | 426 pages | True PDF | 5.27 MB

Artificial Neural Networks and Machine Learning – ICANN 2021

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Artificial Neural Networks and Machine Learning – ICANN 2021

Artificial Neural Networks and Machine Learning – ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14–17, 2021, Proceedings, Part I by Igor Farkaš
English | PDF | 2021 | 630 Pages | ISBN : 3030863611 | 68.2 MB

The proceedings set LNCS 12891, LNCS 12892, LNCS 12893, LNCS 12894 and LNCS 12895 constitute the proceedings of the 30th International Conference on Artificial Neural Networks, ICANN 2021, held in Bratislava, Slovakia, in September 2021.* The total of 265 full papers presented in these proceedings was carefully reviewed and selected from 496 submissions, and organized in 5 volumes.