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Details for:
Graph-Powered Machine Learning, Video Edition
graph powered machine learning video edition
Type:
Other
Files:
171
Size:
4.9 GB
Uploaded On:
April 17, 2022, 6:26 a.m.
Added By:
tuts756
Seeders:
1
Leechers:
0
Info Hash:
13437B45D502B5CB1006E1984FBA94B00CFDC8F0
Get This Torrent
Description Upgrade your machine learning models with graph-based algorithms, the perfect structure for complex and interlinked data In Graph-Powered Machine Learning you will learn The lifecycle of a machine learning project Graphs in big data platforms Data source modeling using graphs Graph-based natural language processing, recommendations, and fraud detection techniques Graph algorithms Working with Neo4J Graph-Powered Machine Learning teaches to use graph-based algorithms and data organization strategies to develop superior machine learning applications. You’ll dive into the role of graphs in machine learning and big data platforms, and take an in-depth look at data source modeling, algorithm design, recommendations, and fraud detection. Explore end-to-end projects that illustrate architectures and help you optimize with best design practices. Author Alessandro Negro’s extensive experience shines through in every chapter, as you learn from examples and concrete scenarios based on his work with real clients! about the technology Identifying relationships is the foundation of machine learning. By recognizing and analyzing the connections in your data, graph-centric algorithms like K-nearest neighbor or PageRank radically improve the effectiveness of ML applications. Graph-based machine learning techniques offer a powerful new perspective for machine learning in social networking, fraud detection, natural language processing, and recommendation systems. about the book Graph-Powered Machine Learning teaches you how to exploit the natural relationships in structured and unstructured datasets using graph-oriented machine learning algorithms and tools. In this authoritative book, you’ll master the architectures and design practices of graphs, and avoid common pitfalls. Author Alessandro Negro explores examples from real-world applications that connect GraphML concepts to real world tasks. about the audience For readers comfortable with machine learning basics. Published 9/2021
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/28-Part 2 Recommendations.mp4
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TutsNode.com.txt
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/36-Chapter 5 Collaborative filtering.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/76-Chapter 12 Knowledge graph building - Entities.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/37-Chapter 5 Collaborative filtering recommendations.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/48-Chapter 7 Providing recommendations.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/49-Chapter 7 Providing recommendations.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/61-Chapter 9 Identifying fraudulent transactions.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/09-Chapter 2 Graph data engineering.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/44-Chapter 6 Providing recommendations.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/73-Chapter 11 NLP and graphs.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/16-Chapter 2 Native vs. non-native graph databases.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/63-Chapter 10 Social network analysis against fraud.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/19-Chapter 3 Managing data sources.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/13-Chapter 2 Graphs are valuable for master data management.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/08-Chapter 1 The role of graphs in machine learning.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/35-Chapter 4 Providing recommendations.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/07-Chapter 1 Graphs as models of networks.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/15-Chapter 2 Sharding.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/74-Chapter 11 NLP and graphs.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/02-Chapter 1 Machine learning and graphs - An introduction.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/38-Chapter 5 Computing the nearest neighbor network.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/58-Chapter 9 Proximity-based algorithms.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/77-Chapter 12 Knowledge graph building - Relationships.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/43-Chapter 6 The events chain and the session graph.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/46-Chapter 7 Context-aware and hybrid recommendations.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/29-Chapter 4 Content-based recommendations.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/34-Chapter 4 Providing recommendations.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/18-Chapter 3 Graphs in machine learning applications.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/69-Chapter 10 Cluster-based methods.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/82-Appendix A. Machine learning algorithms taxonomy.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/45-Chapter 6 Session-based k-NN.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/21-Chapter 3 Recommend items.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/30-Chapter 4 Representing item features.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/42-Chapter 6 Session-based recommendations.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/67-Chapter 10 Centrality metrics.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/31-Chapter 4 Representing item features.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/75-Chapter 12 Knowledge graphs.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/71-Chapter 11 Graph-based natural language processing.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/33-Chapter 4 Providing recommendations.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/25-Chapter 3 Monitoring a subject.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/56-Chapter 8 Warm-up - Basic approaches.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/40-Chapter 5 Providing recommendations.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/23-Chapter 3 Find keywords in a document.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/72-Chapter 11 A basic approach - Store and access sequence of words.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/05-Chapter 1 Performance.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/79-Chapter 12 Unsupervised keyword extraction.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/27-Chapter 3 Leftover - Deep learning and graph neural networks.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/20-Chapter 3 Detect a fraud.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/14-Chapter 2 Graph databases.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/60-Chapter 9 Creating the k-nearest neighbors graph.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/50-Chapter 7 Advantages of the graph approach.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/10-Chapter 2 Velocity.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/68-Chapter 10 Collective inference algorithms.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/81-Chapter 12 Keyword co-occurrence graph.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/84-Appendix C Graphs for defining complex processing workflows.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/59-Chapter 9 Distance-based approach.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/04-Chapter 1 Machine learning challenges.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/11-Chapter 2 Graphs in the big data platform.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/53-Chapter 8 Basic approaches to graph-powered fraud detection.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/22-Chapter 3 Algorithms.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/39-Chapter 5 Computing the nearest neighbor network.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/55-Chapter 8 The role of graphs in fighting fraud.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/57-Chapter 8 Identifying a fraud ring.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/64-Chapter 10 Social network analysis concepts.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/66-Chapter 10 Neighborhood metrics.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/54-Chapter 8 Fraud prevention and detection.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/83-Appendix C Graphs for processing patterns and workflows.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/12-Chapter 2 Graphs are valuable for big data.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/47-Chapter 7 Representing contextual information.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/85-Appendix D. Representing graphs.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/41-Chapter 5 Dealing with the cold-start problem.mp4
40.2 MB
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/03-Chapter 1 Business understanding.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/51-Chapter 7 Providing recommendations.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/78-Chapter 12 Semantic networks.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/26-Chapter 3 Visualization.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/17-Chapter 2 Label property graphs.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/80-Chapter 12 Unsupervised keyword extraction.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/52-Part 3 Fighting fraud.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/32-Chapter 4 User modeling.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/06-Chapter 1 Graphs.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/62-Chapter 9 Identifying fraudulent transactions.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/65-Chapter 10 Score-based methods.mp4
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/24-Chapter 3 Storing and accessing machine learning models.mp4
31.4 MB
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/70-Part 4 Taming text with graphs.mp4
24.5 MB
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[TutsNode.com] - Graph-Powered Machine Learning, Video Edition/01-Part 1 Introduction.mp4
21.3 MB
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