[ WebToolTip.com ] Udemy - Nonlinear Dimensionality Reduction - t-SNE, UMAP and Python

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Seeing the Structure PCA misses/1 - Uncovering Non-Linear Manifolds When Linear Methods Fail.mp4

168 MB

~Get Your Files Here !/1 - Seeing the Structure PCA misses/2 - Uncovering Non-Linear Manifolds When Linear Methods Fail (PART2).mp4

140 MB

~Get Your Files Here !/2 - Applying t-SNE and reading it correctly/3 - Mastering t-SNE Perplexity Tuning and Misinterpretation Pitfalls.mp4

276 MB

~Get Your Files Here !/3 - Applying UMAP for visualization and beyond/4 - Scaling Embeddings with UMAP Global Structure & Feature Projection.mp4

302 MB

~Get Your Files Here !/4 - Visualizing responsibly and debugging real embeddings/5 - Embedding Diagnostics Trustworthiness Metrics & Distortion Debugging.mp4

279 MB

~Get Your Files Here !/5 - Kernel Principal Component Analysis and Pre-Image Reconstruction Strategies/6 - Robust Topology.mp4

107 MB

~Get Your Files Here !/5 - Kernel Principal Component Analysis and Pre-Image Reconstruction Strategies/7 - Strengthening_Kernel_PCA_Backward_Mapping.mp4

53 MB

~Get Your Files Here !/5 - Kernel Principal Component Analysis and Pre-Image Reconstruction Strategies/8 - Topological Data Analysis.mp4

80 MB

~Get Your Files Here !/5 - Kernel Principal Component Analysis and Pre-Image Reconstruction Strategies/9 - Untangling_Reality_with_kPCA.mp4

62 MB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/01_embedding_pipeline_template.pdf

72 kB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/02_embedding_audit_checklist.pdf

44 kB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/03_faq_nonlinear_reduction.pdf

36 kB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/04_swipe_file_real_examples.pdf

42 kB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/05_action_plan_worksheet.pdf

46 kB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/06_hands_on_lab_workbook.pdf

55 kB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/10 - 01_Core_Pipeline_Script.pdf

4.9 kB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/10 - 02_Cheat_Sheet_and_Checklists.pdf

6.2 kB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/10 - 03_FAQ.pdf

4.3 kB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/10 - 04_Swipe_File_5_Real_Examples.pdf

4.1 kB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/10 - 05_Action_Plan_Worksheet.pdf

3.5 kB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/10 - 06_Final_Project_Brief_and_Rubric.pdf

3.4 kB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/10 - REAL-WORLD ASSETS (Downloadable).html

18 kB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/Nonlinear Dimensionality Reduction and Visualization.md

9.7 kB

~Get Your Files Here !/6 - REAL-WORLD ASSETS (Downloadable)/SKILL.md

3.7 kB

~Get Your Files Here !/Bonus Resources.txt

70 B