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 …
33 views3 weeks ago
FacebookOmicsLogic Inc
PCA, t-SNE & UMAP help simplify complex omics data—revealing clusters, patterns & key biological insights. 🔥 Join our AI & ML in Bioinformatics Program to learn supervised/unsupervised learning, deep learning, dimensionality reduction & LLMs with hands-on omics projects. 🔗 https://forms.gle/iEizsYKVwbrS7H6f9 | OmicsLogic Inc
PCA, t-SNE & UMAP help simplify complex omics data—revealing cl…
16 views1 month ago
FacebookOmicsLogic Inc
¿Cuál es la diferencia entre UMAP y PCA en visualización? #MachineLearning
6:28
¿Cuál es la diferencia entre UMAP y PCA en visualización? #MachineL…
1.9K viewsAug 13, 2020
YouTubeEscuela de Datos Vivos
What Is The Difference Between UMAP And PCA For Cluster Visualization? - The Friendly Statistician
4:42
What Is The Difference Between UMAP And PCA For Cluster Visual…
3 months ago
YouTubeThe Friendly Statistician
UMAP vs. PCA
1:03:06
UMAP vs. PCA
1.9K viewsJul 27, 2024
YouTubeprobabl
Complete Tutorial of PCA in Python Sklearn with Example - MLK - Machine Learning Knowledge
Complete Tutorial of PCA in Python Sklearn with Example - MLK - Mac…
Oct 14, 2021
machinelearningknowledge.ai
PCA vs UMAP vs t-SNE and when to use them
10:21
PCA vs UMAP vs t-SNE and when to use them
5.2K views9 months ago
YouTubeBiostatsquid
14:33
Dimensionality Reduction in ML | PCA vs t-SNE vs UMAP | Unsuper…
808 views3 weeks ago
YouTubePractical AI Pro
20:50
UMAP explained simply
533 views1 month ago
YouTubeTileStats
29:41
371 - Advanced Dimensionality Reduction: t-SNE vs UMAP vs PC…
1.1K views1 month ago
YouTubeDigitalSreeni
18:46
Latent Space Visualisation: PCA, t-SNE, UMAP | Deep Learning Anim…
140.4K viewsAug 5, 2024
YouTubeDeepia
8:49
Principal Component Analysis (PCA) Explained: Simplify Comple…
73.2K viewsJun 10, 2024
YouTubeIBM Technology
PCA (Principal Component Analysis) in ML | Simply Explained...
977 viewsDec 17, 2023
YouTubeThe ML Mine
1:58
PCA、t-SNE、UMAP三种降维和可视化方法比较
20.4K viewsJan 27, 2023
bilibili让生信AI更简单
0:57
Machine Learning -Visualization with PCA
649 viewsDec 27, 2015
YouTubealessio palma
16:14
Dimensionality Reduction using PCA vs LDA vs t-SNE vs UMAP | P…
6.9K viewsJun 23, 2022
YouTubeHackers Realm
21:58
StatQuest: Principal Component Analysis (PCA), Step-by-Step
3.4M viewsApr 2, 2018
YouTubeStatQuest with Josh Starmer
1:29
4 Techniques for Dimensionality Reduction: PCA, AutoEncoder, TS…
4K viewsNov 10, 2024
YouTubeRajistics - data science, AI, and machine learning
Principal Component Analysis Python | pca python | pca Visualiz…
3.5K viewsAug 16, 2020
YouTubeMachine Mantra
14:06
Lec-46: Principal Component Analysis (PCA) Explained | Machin…
227.2K views8 months ago
YouTubeGate Smashers
22:11
PCA : the basics - explained super simple
75.5K viewsFeb 7, 2021
YouTubeTileStats
7:44
Dimensionality Reduction: PCA vs LDA Comparison for Machine Lear…
847 views11 months ago
YouTubeDataMites
43:53
PCA and UMAP with tidymodels and cocktail recipes
14K viewsMay 27, 2020
YouTubeJulia Silge
9:58
PCA vs LDA: The Key Steps for Classification Mastery
21 views10 months ago
YouTubeData & Analytics
10:18
PCA Algorithm | Principal Component Analysis Algorithm | P…
160.9K viewsNov 7, 2023
YouTubeMahesh Huddar
1:39
Using SHAP Values to Explain a PCA-Selected Dataset in Machine …
23 views8 months ago
YouTubevlogize
20:11
Machine Learning | Principal Component Analysis
12.6K viewsMar 6, 2020
YouTubeRANJI RAJ
10:56
Principal Component Analysis (PCA) - easy and practical explana…
142.5K viewsNov 13, 2022
YouTubeBiostatsquid
12:17
scRNA-seq: Dimension reduction (PCA, tSNE, UMAP)
27.9K viewsMay 5, 2020
YouTubeChipster Tutorials
0:57
PCA、t-SNE与UMAP如何选择？
145 views2 weeks ago
bilibili爱基百客
See more videos
Static thumbnail place holder