4 Techniques for Dimensionality Reduction: PCA, AutoEncoder, TSNE, and UMAP
1:29
YouTubeRajistics - data science, AI, and machine learning
4 Techniques for Dimensionality Reduction: PCA, AutoEncoder, TSNE, and UMAP
4 ways to do Dimensionality Reduction - PCA, Autoencoders, TSNE, and UMAP Lots of reasons to do dimensionality reduction - you want to compress you data to save memory, compute, or build visualizations. Lots of resources online, go check it out ━━━━━━━━━━━━━━━━━━━━━━━━━ ★ Rajistics Social ...
4K viewsNov 10, 2024
Shorts
EXPERIENCIAS DE LAS UMAP
0:22
1.4K views
EXPERIENCIAS DE LAS UMAP
Vilaplana Films
tSNE UMAP TRIMAP colorization or Transformation using R script #tsne #flowcytometry #RNAseq #FlowJo
0:59
832 views
tSNE UMAP TRIMAP colorization or Transformation using R
Learn Innovatively with Me
Related Products
AML Tutorial
Gambar Tutorial Ml
Axes of Umap
#UMAP Visualization
Visualizing High Dimension Data Using UMAP Is A Piece Of Cake Now
Visualizing High Dimension Data Using UMAP Is A Piece Of Cake Now
YouTubeAug 16, 2022
UMAP explained | The best dimensionality reduction?
UMAP explained | The best dimensionality reduction?
YouTubeFeb 18, 2021
Top videos
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 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
Instagramai.pathwayy
2.4K views1 month ago
Exploring Latent Space in Stable Diffusion through UMAP Analysis
1:53
Exploring Latent Space in Stable Diffusion through UMAP Analysis
TikTokrajistics
23.7K viewsSep 14, 2022
Artificial Intelligence | AI 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 hier
1:26
Artificial Intelligence | AI 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 hier
Instagramgetintoai
10.7K views2 months ago
UMAP Tutorial
Introduction to uMap
12:31
Introduction to uMap
YouTubeOSM for History Buffs
6.3K viewsJan 13, 2021
UMAP Dimension Reduction, Main Ideas!!!
18:52
UMAP Dimension Reduction, Main Ideas!!!
YouTubeStatQuest with Josh Starmer
148.5K viewsMar 7, 2022
UMAP - simple explanation with an example!
11:39
UMAP - simple explanation with an example!
YouTubeBiostatsquid
6.1K views9 months ago
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
Exploring Latent Space in Stable Diffusion through UMAP Analysis
1:53
Exploring Latent Space in Stable Diffusion through UMAP Analysis
23.7K viewsSep 14, 2022
TikTokrajistics
Artificial Intelligence | AI 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 hier
1:26
Artificial Intelligence | AI on Instagram: "UMAP (Uniform Manif…
10.7K views2 months ago
Instagramgetintoai
EXPERIENCIAS DE LAS UMAP
0:22
EXPERIENCIAS DE LAS UMAP
1.4K views2 months ago
YouTubeVilaplana Films
tSNE UMAP TRIMAP colorization or Transformation using R script #tsne #flowcytometry #RNAseq #FlowJo
0:59
tSNE UMAP TRIMAP colorization or Transformation using R script #ts…
832 viewsJun 11, 2023
YouTubeLearn Innovatively with Me
Artificial Intelligence | AI 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
Artificial Intelligence | AI on Instagram: "UMAP (Uniform Manif…
9.4K views8 months ago
Instagraminfusewithai
Dimensionality Reduction in Machine Learning 🤯 | Simplify Your Data Like a Pro!
0:38
Dimensionality Reduction in Machine Learning 🤯 | Simplify Your …
1 views1 month ago
YouTubeAI Sensation
1:02
What is Dimensionality Reduction? | Data Science Interview Questions #6
2K views7 months ago
YouTubeSheryians AI School
0:50
Neural Network (MLP) Embedding Evolution of MNIST over Training (…
100 views5 months ago
YouTubeLatentScope
0:31
umap and xm8 combo ❤️
2 views1 month ago
YouTubeRISKY ESP
0:17
איך ה-M ב-UMAP קשורה לאיזומורפיזם במימד גבוה? #ai #umap #podcast #…
2 weeks ago
YouTubeExplAInable
0:18
למה תמיד כשאנחנו משתמשים בUMAP, קלאסטרים עם אותה כמות נקודות נראים …
2 weeks ago
YouTubeExplAInable
0:16
dosa
335 views1 month ago
YouTubeujwala umap
0:16
#lifeisbutadream
8 views1 month ago
YouTubeSonali Umap
0:17
mr beet
1 month ago
YouTubeAnisha Umap
0:16
#entertainment
1 month ago
YouTubeSandeep Umap
0:08
15 December 2025
1 week ago
YouTubeDnyanedhwar Umap
0:07
18 December 2025
1 week ago
YouTubeDnyanedhwar Umap
0:19
17 December 2025
1 week ago
YouTubeNitin A Umap
0:17
10 December 2025
13 views2 weeks ago
YouTubeDnyanedhwar Umap
0:10
October 26, 2025
10 views2 months ago
YouTubeDeepak Umap
0:19
samarth ♥️♥️♥️
2 views2 weeks ago
YouTubesamarth umap
0:16
#greenscreen #edit #nivetadhingramusic
105 views1 month ago
YouTubeSandeep Umap
13:55
Full Signature Makeup Process for ABS CBN Christmas Ball 2025
11.1M views4 weeks ago
TikTok_makeupbyjhuffandvon2328
3:11
Kiven Leano on TikTok
1.7M views3 weeks ago
TikTokkivenleano_
0:18
Tutorial de Efecto de Año Nuevo 2026 con CapCut
3.6M views2 weeks ago
TikTokzenghpabmqe
9:34
Boot Piping Neckline Tutorial: Step-by-Step Guide
2.1M views2 weeks ago
TikTokstitchingideas00
0:09
Thando's Snokonoko Dance Challenge Tutorial
2.5M views1 week ago
TikToktoddlerscorner
0:15
Trik Friction: Cara Nempelin Pulpen di Dinding
3.2M views2 weeks ago
TikToksenjaarindunii_awni
See more videos
Static thumbnail place holder