Leland McInnes is a senior researcher at the Tutte Institute for Mathematics and Computing. His work focuses on unsupervised learning and topological data analysis.
McInnes received his education at the National Institute for Research in Computer Science and Control, Carnegie Mellon University, Bielefeld University, University of California, Berkeley, and Université Catholique de Louvain - UCLouvain.
McInnes has published several papers on dimensionality reduction techniques, manifold learning, and clustering algorithms. Some of his notable works include:
Youtube Title: Leland McInnes - Data Mapping for Data Exploration | PyData Seattle 2023
Youtube Link: link
Youtube Channel Name: PyData
Youtube Channel Link: https://www.youtube.com/@PyDataTV
Leland McInnes - Data Mapping for Data Exploration | PyData Seattle 2023
Youtube Title: A Bluffer's Guide to Dimension Reduction - Leland McInnes
Youtube Link: link
Youtube Channel Name: PyData
Youtube Channel Link: https://www.youtube.com/@PyDataTV
A Bluffer's Guide to Dimension Reduction - Leland McInnes
Youtube Title: High Quality, High Performance Clustering with HDBSCAN | SciPy 2016 | Leland McInnes
Youtube Link: link
Youtube Channel Name: Enthought
Youtube Channel Link: https://www.youtube.com/@enthought
High Quality, High Performance Clustering with HDBSCAN | SciPy 2016 | Leland McInnes
Youtube Title: Leland McInnes, John Healy | Clustering: A Guide for the Perplexed
Youtube Link: link
Youtube Channel Name: PyData
Youtube Channel Link: https://www.youtube.com/@PyDataTV
Leland McInnes, John Healy | Clustering: A Guide for the Perplexed
Youtube Title: Topology and Language | AI & Topology | Leland McInnes
Youtube Link: link
Youtube Channel Name: Applied Machine Learning Days
Youtube Channel Link: https://www.youtube.com/@AppliedMachineLearningDays
Topology and Language | AI & Topology | Leland McInnes
Youtube Title: MIA: Leland McInnes, Low dim embeddings of words and docs; Hoon Cho, Density-aware visualization
Youtube Link: link
Youtube Channel Name: Broad Institute
Youtube Channel Link: https://www.youtube.com/@broadinstitute
MIA: Leland McInnes, Low dim embeddings of words and docs; Hoon Cho, Density-aware visualization
Youtube Title: M4CSA Leland McInnes: UMAP Theory and Practice
Youtube Link: link
Youtube Channel Name: M4CSA Seminar
Youtube Channel Link: https://www.youtube.com/@m4csaseminar579
M4CSA Leland McInnes: UMAP Theory and Practice
Youtube Title: Leland Mcinnes: Topological Techniques for Unsupervised Learning | PyData LA 2019
Youtube Link: link
Youtube Channel Name: PyData
Youtube Channel Link: https://www.youtube.com/@PyDataTV
Leland Mcinnes: Topological Techniques for Unsupervised Learning | PyData LA 2019
Youtube Title: "Learning Topology: Topological Approaches for Unsupervised Learning" by Leland McInnes
Youtube Link: link
Youtube Channel Name: PyData Montreal
Youtube Channel Link: https://www.youtube.com/@PyDataMontreal
"Learning Topology: Topological Approaches for Unsupervised Learning" by Leland McInnes
Youtube Title: Algo Hour - Nearest Neighbor Descent (and friends) | Dr. Leland McInnes
Youtube Link: link
Youtube Channel Name: Stitch Fix Multithreaded
Youtube Channel Link: https://www.youtube.com/@stitchfixmultithreaded5212
Algo Hour - Nearest Neighbor Descent (and friends) | Dr. Leland McInnes
Youtube Title: Vectors & Embeddings Roundtable
Youtube Link: link
Youtube Channel Name: OpenTeams
Youtube Channel Link: https://www.youtube.com/@openteams6924
Vectors & Embeddings Roundtable
Youtube Title: Moving towards KDearestNeighbors with Leland McInnes - creator of UMAP
Youtube Link: link
Youtube Channel Name: :probabl.
Youtube Channel Link: https://www.youtube.com/@probabl_ai
Moving towards KDearestNeighbors with Leland McInnes - creator of UMAP
Youtube Title: PyData Ann Arbor: Leland McInnes | PCA, t-SNE, and UMAP: Modern Approaches to Dimension Reduction
Youtube Link: link
Youtube Channel Name: PyData
Youtube Channel Link: https://www.youtube.com/@PyDataTV
PyData Ann Arbor: Leland McInnes | PCA, t-SNE, and UMAP: Modern Approaches to Dimension Reduction
Youtube Title: Leland McInnes & John Healy | The Python Exchange for DOE Employees (DOEPy) 2-22-2023
Youtube Link: link
Youtube Channel Name: Don't Use This Code • James Powell
Youtube Channel Link: https://www.youtube.com/@dutctv
Leland McInnes & John Healy | The Python Exchange for DOE Employees (DOEPy) 2-22-2023
Youtube Title: How To Use UMAP and HDBScan To Surface Insights and Discover Issues
Youtube Link: link
Youtube Channel Name: Arize AI
Youtube Channel Link: https://www.youtube.com/@arizeai
How To Use UMAP and HDBScan To Surface Insights and Discover Issues
Youtube Title: Panel discussion with Q&A session | AI & Topology
Youtube Link: link
Youtube Channel Name: Applied Machine Learning Days
Youtube Channel Link: https://www.youtube.com/@AppliedMachineLearningDays
Panel discussion with Q&A session | AI & Topology
Youtube Title: DataMapPlot for building data maps of your clustered data
Youtube Link: link
Youtube Channel Name: Rajistics - data science, AI, and machine learning
Youtube Channel Link: https://www.youtube.com/@Rajistics
DataMapPlot for building data maps of your clustered data
Youtube Title: UMAP Uniform Manifold Approximation and Projection for Dimension Reduction | SciPy 2018 |
Youtube Link: link
Youtube Channel Name: Enthought
Youtube Channel Link: https://www.youtube.com/@enthought
UMAP Uniform Manifold Approximation and Projection for Dimension Reduction | SciPy 2018 |