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
Dimensionality Reduction in ML | PCA vs t-SNE vs UMAP | Unsupervised Learning | Ch 5 – Pt 2
14:33
Dimensionality Reduction in ML | PCA vs t-SNE vs UMAP | Unsuper…
808 views1 month ago
YouTubePractical AI Pro
Cuba: La brutal lección de China y Bulgaria sobre homosexuales #shorts
1:09
Cuba: La brutal lección de China y Bulgaria sobre homosexuales #sh…
43 views1 week ago
YouTubeDarwin Santana
UMAP is one of the most powerful dimensionality-reduction techniques in AI
1:27
UMAP is one of the most powerful dimensionality-reduction techniqu…
1 views1 week ago
YouTubeAiInclusive
Soledad Galli | Data Scientist on Instagram: "Ever wondered how algorithms like UMAP turn complex, high-dimensional data into something we can see in 2D or 3D? 🌌 It works by preserving the key relationships and patterns between data points, capturing the shape (or manifold) your data creates in higher dimensions. In our Clustering & Dimensionality Reduction course, you’ll learn how this magic happens step-by-step from theory to Python implementation. 🧠💻 🎓 Learn more - link in bio/comments. #
1:49
Soledad Galli | Data Scientist on Instagram: "Ever wondered how al…
141 views1 month ago
Instagramsoledadgalli_
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
6:39
UMAP Algorithm Overview
10.2K viewsOct 31, 2020
YouTubeAdrien Leroy
Globally Consistent and Tightly Coupled 3D LiDAR Inertial Mappin…
4.1K viewsFeb 1, 2022
YouTubeSmart Mobility Research Team@AIST
Unibap CSO Lars Asplund demonstrates how the intelligent …
7.2K viewsAug 15, 2017
FacebookAMD
How To Use UMAP and HDBScan To Surface Insights and Discover Iss…
3.8K viewsApr 26, 2023
YouTubeArize AI
Mauro Maggioni - On exploiting compositional structure: one bit o…
527 viewsNov 18, 2024
YouTubeInstitute for Pure & Applied Mathematics (IPAM)
1:59
tutorial umap
2K viewsFeb 20, 2019
YouTubeProject e-hand
1:27
Simulink Onramp Overview
7.5K viewsMar 4, 2021
YouTubeMATLAB
12:31
Introduction to uMap
6.3K viewsJan 13, 2021
YouTubeOSM for History Buffs
10:03
McIntosh MA5300 Integrated Amp Review
85.9K viewsDec 13, 2019
YouTubeAudio Advice
13:23
Intel EMA Remote Management Quick-Start Guide | Intel Business
26K viewsApr 22, 2020
YouTubeIntel Business
5:49
IPMA Demo: Running the Importance-Performance Map Ana…
16.1K viewsFeb 1, 2016
YouTubeSmartPLS
3:03
What is integrative medicine?
NATIONALLY RATED HOSPITAL
About this channel
YouTubeUCI Health
2:14
Kaiser Permanente's Integrated H…
NATIONALLY RATED HOSPITAL
About this channel
YouTubeKaiser Permanente
12:17
scRNA-seq: Dimension reduction (PCA, tSNE, UMAP)
27.9K viewsMay 5, 2020
YouTubeChipster Tutorials
2:28
IBM Cloud Pak for Integration in 2 mins
14K viewsJul 29, 2021
YouTubeIBM Technology
3:58
Utility Workers Military Assistance Program (U-MAP)
1.2K viewsJan 9, 2017
VimeoUtility Workers
6:30
Live Demo: FlowSOM, tSNE, and UMAP Plugins in FlowJo
6.7K viewsMay 30, 2019
YouTubeEric Clambey
26:06
UMAP Uniform Manifold Approximation and Projection for …
110.6K viewsJul 13, 2018
YouTubeEnthought
Practical Integrator - Application of Op-Amp - Linear Integrated Circuits
20.7K viewsJun 27, 2019
YouTubeEkeeda
7:38
Running LAMMPS on cloud using gpu and mpi | Google Colaborator…
7.3K viewsJun 12, 2021
YouTubeAbdullah Arafat
14:01
What is Integrated Science? | Introduction of Integrated Scienc…
26.7K viewsSep 21, 2020
YouTubeDuke Kunshan University
1:32
What is an Integrated Assessment Model and why do we use them?
9.7K viewsOct 2, 2018
YouTubeCarbon Brief
13:09
Interaktive Karten mit uMap erstellen | die kleine verwaltungsle…
8.5K viewsApr 21, 2020
YouTubetemporärhaus
See more videos
Static thumbnail place holder