[ CoursePig.com ] Graph-Powered Machine Learning, Video Edition

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种子哈希：bc5e1e07cd0cec6734439cfd3ad082117b7d0b62
文档大小：5.2 GB
文档个数：87个文档
下载次数：589次
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收录时间：2022-04-04
最近下载：2025-05-16
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文档列表

~Get Your Files Here !/28-Part 2 Recommendations.mp4 156.1 MB
~Get Your Files Here !/36-Chapter 5 Collaborative filtering.mp4 103.8 MB
~Get Your Files Here !/76-Chapter 12 Knowledge graph building - Entities.mp4 98.7 MB
~Get Your Files Here !/37-Chapter 5 Collaborative filtering recommendations.mp4 97.3 MB
~Get Your Files Here !/48-Chapter 7 Providing recommendations.mp4 90.1 MB
~Get Your Files Here !/49-Chapter 7 Providing recommendations.mp4 89.3 MB
~Get Your Files Here !/61-Chapter 9 Identifying fraudulent transactions.mp4 86.6 MB
~Get Your Files Here !/09-Chapter 2 Graph data engineering.mp4 86.0 MB
~Get Your Files Here !/44-Chapter 6 Providing recommendations.mp4 85.3 MB
~Get Your Files Here !/73-Chapter 11 NLP and graphs.mp4 84.4 MB
~Get Your Files Here !/16-Chapter 2 Native vs. non-native graph databases.mp4 83.8 MB
~Get Your Files Here !/63-Chapter 10 Social network analysis against fraud.mp4 83.5 MB
~Get Your Files Here !/19-Chapter 3 Managing data sources.mp4 81.1 MB
~Get Your Files Here !/13-Chapter 2 Graphs are valuable for master data management.mp4 79.3 MB
~Get Your Files Here !/08-Chapter 1 The role of graphs in machine learning.mp4 77.4 MB
~Get Your Files Here !/35-Chapter 4 Providing recommendations.mp4 76.1 MB
~Get Your Files Here !/07-Chapter 1 Graphs as models of networks.mp4 74.8 MB
~Get Your Files Here !/15-Chapter 2 Sharding.mp4 73.9 MB
~Get Your Files Here !/74-Chapter 11 NLP and graphs.mp4 73.4 MB
~Get Your Files Here !/02-Chapter 1 Machine learning and graphs - An introduction.mp4 73.1 MB
~Get Your Files Here !/38-Chapter 5 Computing the nearest neighbor network.mp4 72.4 MB
~Get Your Files Here !/58-Chapter 9 Proximity-based algorithms.mp4 72.3 MB
~Get Your Files Here !/77-Chapter 12 Knowledge graph building - Relationships.mp4 72.0 MB
~Get Your Files Here !/43-Chapter 6 The events chain and the session graph.mp4 71.7 MB
~Get Your Files Here !/46-Chapter 7 Context-aware and hybrid recommendations.mp4 70.9 MB
~Get Your Files Here !/29-Chapter 4 Content-based recommendations.mp4 70.8 MB
~Get Your Files Here !/34-Chapter 4 Providing recommendations.mp4 69.6 MB
~Get Your Files Here !/18-Chapter 3 Graphs in machine learning applications.mp4 69.1 MB
~Get Your Files Here !/69-Chapter 10 Cluster-based methods.mp4 68.8 MB
~Get Your Files Here !/82-Appendix A. Machine learning algorithms taxonomy.mp4 68.3 MB
~Get Your Files Here !/45-Chapter 6 Session-based k-NN.mp4 66.7 MB
~Get Your Files Here !/21-Chapter 3 Recommend items.mp4 66.6 MB
~Get Your Files Here !/30-Chapter 4 Representing item features.mp4 66.5 MB
~Get Your Files Here !/42-Chapter 6 Session-based recommendations.mp4 64.8 MB
~Get Your Files Here !/67-Chapter 10 Centrality metrics.mp4 64.2 MB
~Get Your Files Here !/31-Chapter 4 Representing item features.mp4 63.2 MB
~Get Your Files Here !/75-Chapter 12 Knowledge graphs.mp4 63.0 MB
~Get Your Files Here !/71-Chapter 11 Graph-based natural language processing.mp4 60.5 MB
~Get Your Files Here !/33-Chapter 4 Providing recommendations.mp4 59.5 MB
~Get Your Files Here !/25-Chapter 3 Monitoring a subject.mp4 58.2 MB
~Get Your Files Here !/56-Chapter 8 Warm-up - Basic approaches.mp4 58.2 MB
~Get Your Files Here !/40-Chapter 5 Providing recommendations.mp4 56.4 MB
~Get Your Files Here !/23-Chapter 3 Find keywords in a document.mp4 56.2 MB
~Get Your Files Here !/72-Chapter 11 A basic approach - Store and access sequence of words.mp4 56.1 MB
~Get Your Files Here !/05-Chapter 1 Performance.mp4 55.7 MB
~Get Your Files Here !/79-Chapter 12 Unsupervised keyword extraction.mp4 55.4 MB
~Get Your Files Here !/27-Chapter 3 Leftover - Deep learning and graph neural networks.mp4 55.3 MB
~Get Your Files Here !/20-Chapter 3 Detect a fraud.mp4 54.9 MB
~Get Your Files Here !/14-Chapter 2 Graph databases.mp4 54.7 MB
~Get Your Files Here !/60-Chapter 9 Creating the k-nearest neighbors graph.mp4 54.6 MB
~Get Your Files Here !/50-Chapter 7 Advantages of the graph approach.mp4 54.3 MB
~Get Your Files Here !/10-Chapter 2 Velocity.mp4 53.3 MB
~Get Your Files Here !/68-Chapter 10 Collective inference algorithms.mp4 53.1 MB
~Get Your Files Here !/81-Chapter 12 Keyword co-occurrence graph.mp4 53.0 MB
~Get Your Files Here !/84-Appendix C Graphs for defining complex processing workflows.mp4 52.9 MB
~Get Your Files Here !/59-Chapter 9 Distance-based approach.mp4 52.3 MB
~Get Your Files Here !/04-Chapter 1 Machine learning challenges.mp4 52.3 MB
~Get Your Files Here !/11-Chapter 2 Graphs in the big data platform.mp4 51.8 MB
~Get Your Files Here !/53-Chapter 8 Basic approaches to graph-powered fraud detection.mp4 50.8 MB
~Get Your Files Here !/22-Chapter 3 Algorithms.mp4 50.5 MB
~Get Your Files Here !/39-Chapter 5 Computing the nearest neighbor network.mp4 50.2 MB
~Get Your Files Here !/55-Chapter 8 The role of graphs in fighting fraud.mp4 49.4 MB
~Get Your Files Here !/57-Chapter 8 Identifying a fraud ring.mp4 49.2 MB
~Get Your Files Here !/64-Chapter 10 Social network analysis concepts.mp4 48.7 MB
~Get Your Files Here !/66-Chapter 10 Neighborhood metrics.mp4 48.1 MB
~Get Your Files Here !/54-Chapter 8 Fraud prevention and detection.mp4 47.4 MB
~Get Your Files Here !/83-Appendix C Graphs for processing patterns and workflows.mp4 46.0 MB
~Get Your Files Here !/12-Chapter 2 Graphs are valuable for big data.mp4 45.3 MB
~Get Your Files Here !/47-Chapter 7 Representing contextual information.mp4 45.0 MB
~Get Your Files Here !/85-Appendix D. Representing graphs.mp4 42.5 MB
~Get Your Files Here !/41-Chapter 5 Dealing with the cold-start problem.mp4 42.1 MB
~Get Your Files Here !/03-Chapter 1 Business understanding.mp4 41.0 MB
~Get Your Files Here !/51-Chapter 7 Providing recommendations.mp4 40.4 MB
~Get Your Files Here !/78-Chapter 12 Semantic networks.mp4 40.2 MB
~Get Your Files Here !/26-Chapter 3 Visualization.mp4 39.7 MB
~Get Your Files Here !/17-Chapter 2 Label property graphs.mp4 39.5 MB
~Get Your Files Here !/80-Chapter 12 Unsupervised keyword extraction.mp4 37.6 MB
~Get Your Files Here !/52-Part 3 Fighting fraud.mp4 36.1 MB
~Get Your Files Here !/32-Chapter 4 User modeling.mp4 35.2 MB
~Get Your Files Here !/06-Chapter 1 Graphs.mp4 34.9 MB
~Get Your Files Here !/62-Chapter 9 Identifying fraudulent transactions.mp4 34.1 MB
~Get Your Files Here !/65-Chapter 10 Score-based methods.mp4 33.8 MB
~Get Your Files Here !/24-Chapter 3 Storing and accessing machine learning models.mp4 32.9 MB
~Get Your Files Here !/70-Part 4 Taming text with graphs.mp4 25.6 MB
~Get Your Files Here !/01-Part 1 Introduction.mp4 22.3 MB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 179 Bytes

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