Executive Development Programme in Graph Analytics
-- ViewingNowThe Executive Development Programme in Graph Analytics is a certificate course designed to empower professionals with the latest skills in data analysis. This programme emphasizes the importance of graph analytics, a rapidly growing field that uses graph structures to model and analyze complex relationships between data points.
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โข Introduction to Graph Analytics: Basics of graph theory, data structures, graph algorithms, and their applications
โข Data Preparation for Graph Analytics: Data cleaning, transformation, and loading for graph data
โข Graph Databases and Query Languages: Overview of graph databases, Neo4j, and Cypher query language
โข Graph Analytics Tools and Libraries: Overview of tools like NetworkX, GraphX, and libraries like Apache Spark, R, and Python
โข Social Network Analysis: Analyzing social networks, influence maximization, community detection
โข Fraud Detection using Graph Analytics: Identifying anomalies, patterns, and fraud in financial networks
โข Recommendation Systems: Building recommendation systems using graph analytics
โข Graph Neural Networks: Introduction to neural networks for graphs, graph convolutional networks, and their applications
โข Real-world Graph Analytics Use Cases: Case studies on supply chain optimization, cybersecurity, and marketing.
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