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
FacebookOmicsLogic Inc
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
OmicsLogic Inc. OmicsLogic Inc · Original audio. 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 ...
33 views3 weeks ago
UMAP Visualization
UMAP - FlowJo Documentation
UMAP - FlowJo Documentation
flowjo.com
Nov 3, 2021
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 | Unsupervised Learning | Ch 5 – Pt 2
YouTubePractical AI Pro
808 views4 weeks ago
UMAP Algorithm Overview
6:39
UMAP Algorithm Overview
YouTubeAdrien Leroy
10.2K viewsOct 31, 2020
Top videos
Data Analysis with LLMs
Data Analysis with LLMs
oreilly.com
2 months ago
#datascientist #tecnologicodemonterrey #thelearninggate #datascience #machinelearning #unsupervisedlearning #clustering #umap #kmeans #featureengineering #scikitlearn #analytics #tecdemonterrey… | Marco Armando Escobar
#datascientist #tecnologicodemonterrey #thelearninggate #datascience #machinelearning #unsupervisedlearning #clustering #umap #kmeans #featureengineering #scikitlearn #analytics #tecdemonterrey… | Marco Armando Escobar
linkedin.com
1 month ago
From Data Modeling to MLOps For LLMS: Lessons from the DEML Summit
From Data Modeling to MLOps For LLMS: Lessons from the DEML Summit
substack.com
100K viewsNov 29, 2023
UMAP Tutorial
Tutorial: OpAmp (Operational Amplifier)
Tutorial: OpAmp (Operational Amplifier)
electronicsforu.com
97.6K viewsJun 16, 2016
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 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
Instagraminfusewithai
9.4K views8 months ago
MATLAB Onramp Overview
1:18
MATLAB Onramp Overview
YouTubeMATLAB
9.4K viewsMar 3, 2021
Data Analysis with LLMs
Data Analysis with LLMs
2 months ago
oreilly.com
#datascientist #tecnologicodemonterrey #thelearninggate #datascience #machinelearning #unsupervisedlearning #clustering #umap #kmeans #featureengineering #scikitlearn #analytics #tecdemonterrey… | Marco Armando Escobar
#datascientist #tecnologicodemonterrey #thelear…
1 month ago
linkedin.com
From Data Modeling to MLOps For LLMS: Lessons from the DEML Summit
From Data Modeling to MLOps For LLMS: Lessons from the DEML Su…
100K viewsNov 29, 2023
substack.com
Data Preparation and Visualisation for Fine-tuning LLMs
Data Preparation and Visualisation for Fine-tuning LLMs
1K views8 months ago
substack.com
Unsupervised Learning in AI: A Beginner’s Guide (2025)
6:56
Unsupervised Learning in AI: A Beginner’s Guide (2025)
4 views1 month ago
YouTubeTouseef Shaik
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 views4 weeks ago
YouTubePractical AI Pro
Hands-On LLM: Building Applications, Implementation, and Techniques
11:48
Hands-On LLM: Building Applications, Implementation, an…
1 month ago
YouTubeAnasup Consulting
28:27
Data Analysis with LLMs: Text, tables, images and sound
14 views3 months ago
YouTubeCyberSecurity Summary
55:02
How to Systematically Improve LLM Applications
14.1K views3 months ago
YouTubeDave Ebbelaar
50:25
6.9 Dimensionality Reduction in ML | Hindi
215 views3 months ago
YouTubeDecode AiML
7:08
LLM Observability Dashboards & Core Metrics — Monitoring AI in P…
4 views1 month ago
YouTubeUplatz
28:49
Leland McInnes - DataMapPlot: Rich Tools for UMAP | SciPy 2025
132 views2 months ago
YouTubeSciPy
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
8:42
Master LLMs: Top Strategies to Evaluate LLM Performance
8.3K viewsOct 29, 2023
YouTubeWhat's AI by Louis-François Bouchard
LLM evaluation methods and metrics
5.6K viewsDec 6, 2024
YouTubeEvidently AI
Leveraging Graph-Based Techniques for Enhanced Learnin…
77 viewsDec 3, 2024
YouTubeDSN - Data Science Nigeria
43:21
Coding the entire LLM Pre-training Loop
11K viewsNov 4, 2024
YouTubeVizuara
Generate LLM Embeddings On Your Local Machine
26K viewsJan 13, 2024
YouTubeNeuralNine
1:07:04
High Dimensional analysis with Phenograph and UMAP - Aug 15, 2…
388 viewsOct 2, 2024
YouTubeFlowJo Media
3:36
Lean Manufacturing - Visual Management
54.6K viewsMay 20, 2020
YouTubeVector Solutions Industrial
12:31
Introduction to uMap
6.3K viewsJan 13, 2021
YouTubeOSM for History Buffs
10:02
LabelImg Tutorial- Annotating Your Custom Dataset
37.4K viewsAug 1, 2020
YouTubeData Explained
5:01
How To Label Data For Deep Learning
46.9K viewsNov 4, 2019
YouTubeMATLAB
3:17
A.I. Experiments: Visualizing High-Dimensional Space
1.3M viewsNov 15, 2016
YouTubeGoogle for Developers
12:17
scRNA-seq: Dimension reduction (PCA, tSNE, UMAP)
27.9K viewsMay 5, 2020
YouTubeChipster Tutorials
55:47
Training UiPath Document Understanding ML Models - Data …
20.7K viewsJun 19, 2021
YouTubeLahiru Fernando
26:06
UMAP Uniform Manifold Approximation and Projection for …
108.6K viewsJul 13, 2018
YouTubeEnthought
13:30
Tutorial UMAP
3.2K viewsFeb 21, 2019
YouTubeStella Perrone
See more videos
Static thumbnail place holder