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LiveLessons - Calculus for Machine Learning (2021)

Posted By: ParRus
LiveLessons - Calculus for Machine Learning (2021)

LiveLessons - Calculus for Machine Learning
WEBRip | English | MP4 + Project Files | 1280 x 720 | AVC ~4033 kbps | 30 fps
AAC | 317 Kbps | 48.0 KHz | 2 channels | 06:13:39 | 10.9 GB
Genre: eLearning Video / Development, Machine Learning, Calculus

Much of machine learning is built around the idea of loss functions and optimizing for them. To understand them, you first need to understand Calculus.

Proceedings of 2020 International Top-Level Forum on Engineering Science and Technology Development Strategy

Posted By: AvaxGenius
Proceedings of 2020 International Top-Level Forum on Engineering Science and Technology Development Strategy

Proceedings of 2020 International Top-Level Forum on Engineering Science and Technology Development Strategy and The 5th PURPLE MOUNTAIN FORUM (PMF2020) by Yusheng Xue
English | PDF | 2021 | 1022 Pages | ISBN : 9811597456 | 76.8 MB

This book includes original, peer-reviewed research papers from the 2020 International Top-Level Forum on Engineering Science and Technology Development Strategy – the 5th PURPLE MOUNTAIN FORUM on Smart Grid Protection and Control(PMF2020), held in Nanjing, China, on August 15-16, 2020. Hot topics and cutting edge technologies are included:

Emerging Trends in ICT for Sustainable Development: The Proceedings of NICE2020 International Conference

Posted By: AvaxGenius
Emerging Trends in ICT for Sustainable Development: The Proceedings of NICE2020 International Conference

Emerging Trends in ICT for Sustainable Development: The Proceedings of NICE2020 International Conference by Mohamed Ben Ahmed
English | PDF | 2021 | 406 Pages | ISBN : 3030534391 | 24.6 MB

This book features original research and recent advances in ICT fields related to sustainable development. Based the International Conference on Networks, Intelligent systems, Computing & Environmental Informatics for Sustainable Development, held in Marrakech in April 2020, it features peer-reviewed chapters authored by prominent researchers from around the globe. As such it is an invaluable resource for courses in computer science, electrical engineering and urban sciences for sustainable development.

Design and Construction of Smart Cities: Toward Sustainable Community

Posted By: AvaxGenius
Design and Construction of Smart Cities: Toward Sustainable Community

Design and Construction of Smart Cities: Toward Sustainable Community by Ibrahim El Dimeery
English | PDF | 2021 | 405 Pages | ISBN : 303064216X | 50.2 MB

This book focuses on how to maintain environmental sustainability as one of its main principles, and it addresses how smart cities serve to diminish wastes and maintain natural resources by having clean green energy that is operated by new smart technology designs. Living in a smart city is not something of the future anymore, it is here, and it is being implemented all over the world.

Machine Learning and Intelligent Communications

Posted By: AvaxGenius
Machine Learning and Intelligent Communications

Machine Learning and Intelligent Communications: 5th International Conference, MLICOM 2020, Shenzhen, China, September 26-27, 2020, Proceedings by Mingxiang Guan
English | PDF | 2021 | 538 Pages | ISBN : 3030667847 | 64.1 MB

This volume constitutes the refereed post-conference proceedings of the 5th International Conference on Machine Learning and Intelligent Communications, MLICOM 2020, held in Shenzhen, China, in September 2020. Due to COVID-19 pandemic the conference was held virtually.

C# 9.0 Pocket Reference: Instant Help for C# 9.0 Programmers

Posted By: First1
C# 9.0 Pocket Reference: Instant Help for C# 9.0 Programmers

C# 9.0 Pocket Reference: Instant Help for C# 9.0 Programmers by Joseph Albahari, Ben Albahari
English | February 2nd, 2021 | ISBN: 1098101138 | 264 pages | True EPUB | 2.27 MB

When you have questions about C# 9.0 or .NET 5, this best-selling guide has the answers you need. C# is a language of unusual flexibility and breadth, but with its continual growth there's so much more to learn. In the tradition of O'Reilly's Nutshell guides, this thoroughly updated edition is simply the best one-volume reference to the C# language available today.

Advances in Vehicular Networks

Posted By: AvaxGenius
Advances in Vehicular Networks

Advances in Vehicular Networks by Barbara Mavì Masini
English | PDF | 2020 | 140 Pages | ISBN : 3039437992 | 16.1 MB

Connected and automated vehicles have revolutionized the way we move, granting new services on roads. This Special Issue collects contributions that address reliable and ultra-low-latency vehicular applications that range from advancements at the access layer, such as using the visible light spectrum to accommodate ultra-low-latency applications, to data dissemination solutions. Further, articles discuss edge computing, neural network-based techniques, and the use of reconfigurable intelligent surfaces (RIS) to boost throughput and enhance coverage.

Cybersecurity Research Analysis Report for Europe and Japan: Cybersecurity and Privacy Dialogue Between Europe and Japan

Posted By: AvaxGenius
Cybersecurity Research Analysis Report for Europe and Japan: Cybersecurity and Privacy Dialogue Between Europe and Japan

Cybersecurity Research Analysis Report for Europe and Japan: Cybersecurity and Privacy Dialogue Between Europe and Japan by Anna Felkner
English | EPUB | 2021 | 181 Pages | ISBN : 3030623114 | 4.9 MB

This book contains the key findings related to cybersecurity research analysis for Europe and Japan collected during the EUNITY project.

Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences

Posted By: AvaxGenius
Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences

Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences by António Gaspar-Cunha
English | EPUB | 2021 | 435 Pages | ISBN : 3030574210 | 71.8MB

This book presents improved and extended versions of selected papers from EUROGEN 2019, a conference with interest on developing or applying evolutionary and deterministic methods in optimization of design and emphasizing on industrial and societal applications.

New Developments in Unsupervised Outlier Detection: Algorithms and Applications

Posted By: AvaxGenius
New Developments in Unsupervised Outlier Detection: Algorithms and Applications

New Developments in Unsupervised Outlier Detection: Algorithms and Applications by Xiaochun Wang
English | EPUB | 2021 | 287 Pages | ISBN : 9811595186 | 45 MB

This book enriches unsupervised outlier detection research by proposing several new distance-based and density-based outlier scores in a k-nearest neighbors’ setting. The respective chapters highlight the latest developments in k-nearest neighbor-based outlier detection research and cover such topics as our present understanding of unsupervised outlier detection in general; distance-based and density-based outlier detection in particular; and the applications of the latest findings to boundary point detection and novel object detection.

Machine Learning in Social Networks: Embedding Nodes, Edges, Communities, and Graphs

Posted By: AvaxGenius
Machine Learning in Social Networks: Embedding Nodes, Edges, Communities, and Graphs

Machine Learning in Social Networks: Embedding Nodes, Edges, Communities, and Graphs by Manasvi Aggarwal
English | EPUB | 2021 | 121 Pages | ISBN : 9813340215 | 8.2 MB

This book deals with network representation learning. It deals with embedding nodes, edges, subgraphs and graphs. There is a growing interest in understanding complex systems in different domains including health, education, agriculture and transportation.

Machine Intelligence and Soft Computing: Proceedings of ICMISC 2020

Posted By: AvaxGenius
Machine Intelligence and Soft Computing: Proceedings of ICMISC 2020

Machine Intelligence and Soft Computing: Proceedings of ICMISC 2020 by Debnath Bhattacharyya
English | PDF | 2021 | 504 Pages | ISBN : 9811595151 | 23.7 MB

This book gathers selected papers presented at the International Conference on Machine Intelligence and Soft Computing (ICMISC 2020), held jointly by Vignan’s Institute of Information Technology, Visakhapatnam, India and VFSTR Deemed to be University, Guntur, AP, India during 03-04 September 2020.

Collaborative Computing: Networking, Applications and Worksharing

Posted By: AvaxGenius
Collaborative Computing: Networking, Applications and Worksharing

Collaborative Computing: Networking, Applications and Worksharing: 16th EAI International Conference, CollaborateCom 2020, Shanghai, China, October 16–18, 2020, Proceedings, Part II by Honghao Gao
English | PDF | 2021 | 588 Pages | ISBN : 3030675394 | 69.3 MB

This two-volume set constitutes the refereed proceedings of the 16th International Conference on Collaborative Computing: Networking, Applications, and Worksharing, CollaborateCom 2020, held in Shanghai, China, in October 2020.

Collaborative Computing: Networking, Applications and Worksharing

Posted By: AvaxGenius
Collaborative Computing: Networking, Applications and Worksharing

Collaborative Computing: Networking, Applications and Worksharing: 16th EAI International Conference, CollaborateCom 2020, Shanghai, China, October 16–18, 2020, Proceedings, Part I by Honghao Gao
English | PDF | 2021 | 697 Pages | ISBN : 303067536X | 84.9 MB

This two-volume set constitutes the refereed proceedings of the 16th International Conference on Collaborative Computing: Networking, Applications, and Worksharing, CollaborateCom 2020, held in Shanghai, China, in October 2020.

Computer-Human Interaction Research and Applications

Posted By: AvaxGenius
Computer-Human Interaction Research and Applications

Computer-Human Interaction Research and Applications: Second International Conference, CHIRA 2018, Seville, Spain, September 19-21, 2018 and Third International Conference, CHIRA 2019, Vienna, Austria, September 20-21, 2019, Revised Selected Papers by Maria Jose Escalona
English | PDF | 2021 | 152 Pages | ISBN : 3030671070 | 30.3 MB

This book constitutes selected papers of the Second International Conference on Computer-Human Interaction Research and Applications, CHIRA 2018, held in Seville, Spain, in September 2018, and Third International Conference on Computer-Human Interaction Research and Applications, CHIRA 2019, held in Vienna, Austria, in September 2019.