PCA, t-SNE, and UMAP are key techniques in bioinformatics and machine learning that simplify complex biological data and reveal hidden patterns. 🔍 PCA: Reduces dimensionality by identifying key features and trends, ideal for data exploration. 📍 t-SNE: Preserves local similarities to uncover clusters and subgroups in non-linear data. 🌐 UMAP: Balances speed and accuracy, maintaining both local and global structures for large, interpretable datasets. These techniques are essential for AI and ML
0:40
PCA, t-SNE, and UMAP are key techniques in bioinformatics and …
37 views1 month ago
FacebookOmicsLogic Inc
UMAP - FlowJo Documentation
UMAP - FlowJo Documentation
Mar 17, 2023
flowjo.com
Creating Visualizations for UMAP Results Using Loops in R
2:12
Creating Visualizations for UMAP Results Using Loops in R
1 views3 months ago
YouTubevlogize
Leland McInnes - DataMapPlot: Rich Tools for UMAP | SciPy 2025
28:49
Leland McInnes - DataMapPlot: Rich Tools for UMAP | SciPy 2025
132 views3 months ago
YouTubeSciPy
AI | Machine Learning | Tech on Instagram: "UMAP (Uniform Manifold Approximation and Projection) is a dimensionality reduction technique used to simplify complex, high-dimensional data—making it easier to visualize in just 2 or 3 dimensions. Imagine you have a dataset that is difficult to understand since there are many features (such as height, age, weight, etc.). UMAP projects this data for visualization, in a 2D or 3D plot for instance. UMAP works by maintaining key spatial features and hiera
1:26
AI | Machine Learning | Tech on Instagram: "UMAP (Uniform Manif…
2.4K views1 month ago
Instagramai.pathwayy
UMAP Algorithm Overview
6:39
UMAP Algorithm Overview
10.2K viewsOct 31, 2020
YouTubeAdrien Leroy
tutorial umap
1:59
tutorial umap
2K viewsFeb 20, 2019
YouTubeProject e-hand
12:31
Introduction to uMap
6.3K viewsJan 13, 2021
YouTubeOSM for History Buffs
8:31
Map Projections: A Video Lecture
65.2K viewsSep 2, 2014
YouTubeGIScience
8:32
How to Interpret Ramachandran Plots
93.6K viewsApr 20, 2019
YouTubeCatalyst University
8:34
Multidimensional Scaling Analysis using SPSS # Perceptual Maps
44.5K viewsAug 27, 2020
YouTubeMy Easy Statistics
1:00:59
JMP Academic Series: Creating and Customizing Graphs
27.2K viewsNov 11, 2020
YouTubeRuth M Hummel
12:17
scRNA-seq: Dimension reduction (PCA, tSNE, UMAP)
27.9K viewsMay 5, 2020
YouTubeChipster Tutorials
5:42
t-SNE Cluster Labeling | scRNA-Seq Analysis in Seurat
16.1K viewsMay 18, 2019
YouTubemath et al
22:11
PCA : the basics - explained super simple
76K viewsFeb 7, 2021
YouTubeTileStats
1:51
JMP Tutorial: Side-by-Side Box Plots
11.9K viewsNov 15, 2012
YouTubeRamon Leon [email protected]
26:06
UMAP Uniform Manifold Approximation and Projection for …
110.6K viewsJul 13, 2018
YouTubeEnthought
6:51
How to plot graphs in Origin Pro for Journal Paper Publication
162.1K viewsJul 6, 2021
YouTubeDIGITEK KEYS
1:25
Instagram
46.4K views10 months ago
Instagramaibutsimple
1:43
how to import excel data into arcgis quickly
78.6K viewsFeb 8, 2020
YouTubeCivil Tycoon
1:21:20
Tutorial on tSNE and FlowSOM Step-by-Step tool usage in FlowJo V10
42K viewsApr 3, 2020
YouTubeUC Merced SCIF Stem Cell Instrumentation Fo…
15:50
MetaboAnalystを用いた主成分分析とエンリッチメント解析 @ 第6回質 …
5.1K viewsAug 5, 2021
YouTubeTogoTV
15:02
Tutoriel - Umap / Openstreetmap (carte enrichie) (+ 2e tuto plus sim…
59.8K viewsMay 16, 2018
YouTubeNALLET Johann
10:09
Umap - Créer une carte sur l'application Umap à partir de don…
8.9K viewsJun 27, 2020
YouTubeGeneatech
3:51
UMAP
6.6K viewsOct 4, 2021
YouTubeDe Novo Software - FCS Express
3:40
FlowJo [STATISTICS]
16.3K viewsFeb 15, 2022
YouTubeAja Rieger Flow Cytometry
6:28
Principal Component Analysis (PCA)
374.6K viewsSep 29, 2021
YouTubeVisually Explained
9:37
UMAP Basics for Cytometry
628 viewsNov 28, 2024
YouTubeTeiko
1:03:06
UMAP vs. PCA
1.9K viewsJul 27, 2024
YouTubeprobabl
20:42
Machine Learning | t-SNE
12.5K viewsMar 26, 2020
YouTubeRANJI RAJ
See more videos
Static thumbnail place holder