Basic Python and fundamental ML knowledge are recommended.The course introduces graph theory and GNN concepts gradually.Hands-on labs guide ...
Yes, includes end-to-end GNN projects for link prediction and node classification.Covers graph embeddings, supervised/unsupervised tasks, and ...
Tech, social media, and recommendation systems.Finance: fraud detection and network analytics.Biotech: biological network and drug ...
Focused specifically on graphs and networked data, not tabular or image data.Covers embeddings, GNN architectures, and knowledge graph ...
Graph Data Engineer or ML Engineer.Data Scientist specializing in networked data.AI researcher focusing on GNNs and knowledge graphs....
Basic Python and Pandas familiarity is recommended.No prior experience with Seaborn or advanced analytics is required.Hands-on projects ...
Yes, covers customization of aesthetics, themes, color palettes, and annotations.Includes distribution, relational, categorical, and matrix ...
Tech, finance, healthcare, and consulting industries.Roles include Data Analyst, BI Developer, and Visualization Engineer.Useful for ...
Focused on statistical plotting, EDA workflows, and plot customization.Combines Seaborn and Matplotlib for flexibility and advanced styling....
Yes, supports building clear, interactive-ready visualizations for reporting.Enables summarization of datasets and presentation to ...
