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[ CoursePig.com ] Graph-Powered Machine Learning, Video Edition
magnet:?xt=urn:btih:bc5e1e07cd0cec6734439cfd3ad082117b7d0b62&dn=[ CoursePig.com ] Graph-Powered Machine Learning, Video Edition
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bc5e1e07cd0cec6734439cfd3ad082117b7d0b62
infohash:
85
文件数量
4.83 GB
文件大小
2022-5-31 23:46
创建日期
2024-11-9 13:59
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CoursePig
com
Graph-Powered
Machine
Learning
Video
Edition
~Get Your Files Here !/01-Part 1 Introduction.mp4 21.31 MB
~Get Your Files Here !/02-Chapter 1 Machine learning and graphs - An introduction.mp4 69.7 MB
~Get Your Files Here !/03-Chapter 1 Business understanding.mp4 39.1 MB
~Get Your Files Here !/04-Chapter 1 Machine learning challenges.mp4 49.84 MB
~Get Your Files Here !/05-Chapter 1 Performance.mp4 53.14 MB
~Get Your Files Here !/06-Chapter 1 Graphs.mp4 33.32 MB
~Get Your Files Here !/07-Chapter 1 Graphs as models of networks.mp4 71.29 MB
~Get Your Files Here !/08-Chapter 1 The role of graphs in machine learning.mp4 73.83 MB
~Get Your Files Here !/09-Chapter 2 Graph data engineering.mp4 82.01 MB
~Get Your Files Here !/10-Chapter 2 Velocity.mp4 50.81 MB
~Get Your Files Here !/11-Chapter 2 Graphs in the big data platform.mp4 49.38 MB
~Get Your Files Here !/12-Chapter 2 Graphs are valuable for big data.mp4 43.18 MB
~Get Your Files Here !/13-Chapter 2 Graphs are valuable for master data management.mp4 75.67 MB
~Get Your Files Here !/14-Chapter 2 Graph databases.mp4 52.12 MB
~Get Your Files Here !/15-Chapter 2 Sharding.mp4 70.52 MB
~Get Your Files Here !/16-Chapter 2 Native vs. non-native graph databases.mp4 79.92 MB
~Get Your Files Here !/17-Chapter 2 Label property graphs.mp4 37.69 MB
~Get Your Files Here !/18-Chapter 3 Graphs in machine learning applications.mp4 65.87 MB
~Get Your Files Here !/19-Chapter 3 Managing data sources.mp4 77.36 MB
~Get Your Files Here !/20-Chapter 3 Detect a fraud.mp4 52.33 MB
~Get Your Files Here !/21-Chapter 3 Recommend items.mp4 63.56 MB
~Get Your Files Here !/22-Chapter 3 Algorithms.mp4 48.19 MB
~Get Your Files Here !/23-Chapter 3 Find keywords in a document.mp4 53.6 MB
~Get Your Files Here !/24-Chapter 3 Storing and accessing machine learning models.mp4 31.38 MB
~Get Your Files Here !/25-Chapter 3 Monitoring a subject.mp4 55.54 MB
~Get Your Files Here !/26-Chapter 3 Visualization.mp4 37.9 MB
~Get Your Files Here !/27-Chapter 3 Leftover - Deep learning and graph neural networks.mp4 52.78 MB
~Get Your Files Here !/28-Part 2 Recommendations.mp4 148.91 MB
~Get Your Files Here !/29-Chapter 4 Content-based recommendations.mp4 67.48 MB
~Get Your Files Here !/30-Chapter 4 Representing item features.mp4 63.39 MB
~Get Your Files Here !/31-Chapter 4 Representing item features.mp4 60.23 MB
~Get Your Files Here !/32-Chapter 4 User modeling.mp4 33.57 MB
~Get Your Files Here !/33-Chapter 4 Providing recommendations.mp4 56.79 MB
~Get Your Files Here !/34-Chapter 4 Providing recommendations.mp4 66.34 MB
~Get Your Files Here !/35-Chapter 4 Providing recommendations.mp4 72.6 MB
~Get Your Files Here !/36-Chapter 5 Collaborative filtering.mp4 98.97 MB
~Get Your Files Here !/37-Chapter 5 Collaborative filtering recommendations.mp4 92.75 MB
~Get Your Files Here !/38-Chapter 5 Computing the nearest neighbor network.mp4 69.04 MB
~Get Your Files Here !/39-Chapter 5 Computing the nearest neighbor network.mp4 47.87 MB
~Get Your Files Here !/40-Chapter 5 Providing recommendations.mp4 53.76 MB
~Get Your Files Here !/41-Chapter 5 Dealing with the cold-start problem.mp4 40.18 MB
~Get Your Files Here !/42-Chapter 6 Session-based recommendations.mp4 61.79 MB
~Get Your Files Here !/43-Chapter 6 The events chain and the session graph.mp4 68.35 MB
~Get Your Files Here !/44-Chapter 6 Providing recommendations.mp4 81.3 MB
~Get Your Files Here !/45-Chapter 6 Session-based k-NN.mp4 63.6 MB
~Get Your Files Here !/46-Chapter 7 Context-aware and hybrid recommendations.mp4 67.6 MB
~Get Your Files Here !/47-Chapter 7 Representing contextual information.mp4 42.88 MB
~Get Your Files Here !/48-Chapter 7 Providing recommendations.mp4 85.94 MB
~Get Your Files Here !/49-Chapter 7 Providing recommendations.mp4 85.12 MB
~Get Your Files Here !/50-Chapter 7 Advantages of the graph approach.mp4 51.81 MB
~Get Your Files Here !/51-Chapter 7 Providing recommendations.mp4 38.56 MB
~Get Your Files Here !/52-Part 3 Fighting fraud.mp4 34.38 MB
~Get Your Files Here !/53-Chapter 8 Basic approaches to graph-powered fraud detection.mp4 48.49 MB
~Get Your Files Here !/54-Chapter 8 Fraud prevention and detection.mp4 45.24 MB
~Get Your Files Here !/55-Chapter 8 The role of graphs in fighting fraud.mp4 47.11 MB
~Get Your Files Here !/56-Chapter 8 Warm-up - Basic approaches.mp4 55.49 MB
~Get Your Files Here !/57-Chapter 8 Identifying a fraud ring.mp4 46.91 MB
~Get Your Files Here !/58-Chapter 9 Proximity-based algorithms.mp4 68.99 MB
~Get Your Files Here !/59-Chapter 9 Distance-based approach.mp4 49.88 MB
~Get Your Files Here !/60-Chapter 9 Creating the k-nearest neighbors graph.mp4 52.11 MB
~Get Your Files Here !/61-Chapter 9 Identifying fraudulent transactions.mp4 82.58 MB
~Get Your Files Here !/62-Chapter 9 Identifying fraudulent transactions.mp4 32.51 MB
~Get Your Files Here !/63-Chapter 10 Social network analysis against fraud.mp4 79.64 MB
~Get Your Files Here !/64-Chapter 10 Social network analysis concepts.mp4 46.44 MB
~Get Your Files Here !/65-Chapter 10 Score-based methods.mp4 32.24 MB
~Get Your Files Here !/66-Chapter 10 Neighborhood metrics.mp4 45.87 MB
~Get Your Files Here !/67-Chapter 10 Centrality metrics.mp4 61.27 MB
~Get Your Files Here !/68-Chapter 10 Collective inference algorithms.mp4 50.6 MB
~Get Your Files Here !/69-Chapter 10 Cluster-based methods.mp4 65.65 MB
~Get Your Files Here !/70-Part 4 Taming text with graphs.mp4 24.45 MB
~Get Your Files Here !/71-Chapter 11 Graph-based natural language processing.mp4 57.65 MB
~Get Your Files Here !/72-Chapter 11 A basic approach - Store and access sequence of words.mp4 53.54 MB
~Get Your Files Here !/73-Chapter 11 NLP and graphs.mp4 80.48 MB
~Get Your Files Here !/74-Chapter 11 NLP and graphs.mp4 70.02 MB
~Get Your Files Here !/75-Chapter 12 Knowledge graphs.mp4 60.09 MB
~Get Your Files Here !/76-Chapter 12 Knowledge graph building - Entities.mp4 94.08 MB
~Get Your Files Here !/77-Chapter 12 Knowledge graph building - Relationships.mp4 68.65 MB
~Get Your Files Here !/78-Chapter 12 Semantic networks.mp4 38.36 MB
~Get Your Files Here !/79-Chapter 12 Unsupervised keyword extraction.mp4 52.87 MB
~Get Your Files Here !/80-Chapter 12 Unsupervised keyword extraction.mp4 35.89 MB
~Get Your Files Here !/81-Chapter 12 Keyword co-occurrence graph.mp4 50.57 MB
~Get Your Files Here !/82-Appendix A. Machine learning algorithms taxonomy.mp4 65.16 MB
~Get Your Files Here !/83-Appendix C Graphs for processing patterns and workflows.mp4 43.83 MB
~Get Your Files Here !/84-Appendix C Graphs for defining complex processing workflows.mp4 50.43 MB
~Get Your Files Here !/85-Appendix D. Representing graphs.mp4 40.52 MB
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