Latent Dirichlet Allocation

About to Latent Dirichlet Allocation

This video is a short, theoretical introduction to defining the This is the twentieth lecture in the Probabilistic ML class of Prof. Dr. Philipp Hennig, updated for the Summer Term 2021 at the ... Do want personal support with your research? Join my free community now: For R Programming for Complete Data Science and ML ... Topic Models are a type of statistical language models used for finding hidden structures in a collection of texts. For example ... Pritchard et al., 2000: Griffiths & Steyvers 2004: ...

This is a single lecture from a course. If you you like the material and want more context (e.g., the lectures that came before), check ... In this video, Professor Chris Bail gives an introduction to topic models- a method for identifying

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Probabilistic ML — Lecture 20 — Latent Dirichlet Allocation
Topic Modeling Explained (LDA, BERT, Machine Learning)🤯📚🔍
LDA Algorithm Description
What is Laten Dirichlet Allocation LDA (Topic Modeling for Digital Humanities 03.01)
Tutorial 25: Topic Modeling using Latent Dirichlet Allocation (LDA) Theory | LDA TOPIC MODELING
Latent Dirichlet Allocation (LDA) with Gibbs Sampling Explained
Topic modeling using LDA: Understand Latent Dirichlet Allocation and some best practices
TOPIC MODELING | LATENT DIRICHLET ALLOCATION ( LDA ) | IN DEPTH | BY YASHVI PATEL
Training Latent Dirichlet Allocation: Gibbs Sampling (Part 2 of 2)
NLP Demystified 9: Automatically Finding Topics in Documents with Latent Dirichlet Allocation
Latent Dirichlet Allocation (LDA) - 3/3 - MCMC
Latent Dirichlet Allocation (LDA) - 2/3 - Variational Inference

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Last Updated: May 21, 2026

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Latent Dirichlet Allocation (Part 1 of 2)

Latent Dirichlet Allocation

Latent Dirichlet Allocation

Editorial 26:57 157,949 views 12 Desember 2025

Intuition behind Latent Dirichlet Allocation (LDA) for Topic Modeling

Intuition behind Latent Dirichlet Allocation for Topic Modeling

LDA

Editorial 6:01 153,417 views 27 November 2025

Latent Dirichlet Allocation (LDA) | Topic Modeling | Machine Learning

Latent Dirichlet Allocation | Topic Modeling | Machine Learning

This video is a short, theoretical introduction to defining the

Editorial 9:07 27,289 views 26 Februari 2026

Latent Dirichlet Allocation (LDA) - 1/3 - Introduction

Latent Dirichlet Allocation - 1/3 - Introduction

VI Playlist: https://www.youtube.com/watch?v=A9WmgK9qpm0&list=PLJ71tqAZr196GJ5G36s64xifr1tURUCSJ MCMC Playlist: ...

Editorial 14:32 705 views 08 November 2025

Probabilistic ML — Lecture 20 — Latent Dirichlet Allocation

Probabilistic ML — Lecture 20 — Latent Dirichlet Allocation

This is the twentieth lecture in the Probabilistic ML class of Prof. Dr. Philipp Hennig, updated for the Summer Term 2021 at the ...

Editorial 1:21:59 9,068 views 30 September 2025

Topic Modeling Explained (LDA, BERT, Machine Learning)🤯📚🔍

Topic Modeling Explained 🤯📚🔍

Do want personal support with your research? Join my free community now: https://shribe.eu/research-lab ...

Editorial 10:38 9,344 views 26 April 2026

LDA Algorithm Description

LDA Algorithm Description

Algorithm description for

Editorial 9:40 90,617 views 17 Februari 2026

What is Laten Dirichlet Allocation LDA (Topic Modeling for Digital Humanities 03.01)

What is Laten Dirichlet Allocation LDA

In this video, we explore

Editorial 5:56 16,261 views 27 November 2025

Tutorial 25: Topic Modeling using Latent Dirichlet Allocation (LDA) Theory | LDA TOPIC MODELING

Tutorial 25: Topic Modeling using Latent Dirichlet Allocation Theory | LDA TOPIC MODELING

For R Programming for Complete Data Science and ML ...

Editorial 17:48 9,495 views 25 April 2026

Latent Dirichlet Allocation (LDA) with Gibbs Sampling Explained

Latent Dirichlet Allocation with Gibbs Sampling Explained

Support the channel ❤️ https://www.youtube.com/channel/UCkzW5JSFwvKRjXABI-UTAkQ/join In this video I explain

Editorial 33:09 11,096 views 09 April 2026

Topic modeling using LDA:  Understand Latent Dirichlet Allocation and some best practices

Topic modeling using LDA: Understand Latent Dirichlet Allocation and some best practices

This episode provides a guide to understanding

Editorial 10:32 46 views 26 Maret 2026

TOPIC MODELING | LATENT DIRICHLET ALLOCATION ( LDA ) | IN DEPTH | BY YASHVI PATEL

TOPIC MODELING | LATENT DIRICHLET ALLOCATION | IN DEPTH | BY YASHVI PATEL

Topic Models are a type of statistical language models used for finding hidden structures in a collection of texts. For example ...

Editorial 5:36 23,332 views 18 September 2025

Training Latent Dirichlet Allocation: Gibbs Sampling (Part 2 of 2)

Training Latent Dirichlet Allocation: Gibbs Sampling

This is the second of a series of two videos on

Editorial 26:31 62,407 views 06 Mei 2026

NLP Demystified 9: Automatically Finding Topics in Documents with Latent Dirichlet Allocation

NLP Demystified 9: Automatically Finding Topics in Documents with Latent Dirichlet Allocation

Course playlist: https://www.youtube.com/playlist?list=PLw3N0OFSAYSEC_XokEcX8uzJmEZSoNGuS What do you do when you ...

Editorial 47:05 14,271 views 13 Februari 2026

Latent Dirichlet Allocation (LDA) - 3/3 - MCMC

Latent Dirichlet Allocation - 3/3 - MCMC

Pritchard et al., 2000: https://pmc.ncbi.nlm.nih.gov/articles/PMC1461096/ Griffiths & Steyvers 2004: ...

Editorial 15:46 163 views 15 Februari 2026

Latent Dirichlet Allocation (LDA) - 2/3 - Variational Inference

Latent Dirichlet Allocation - 2/3 - Variational Inference

Blei et al. 2003: https://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf Hoffman et al.

Editorial 14:58 184 views 07 Februari 2026

2018 1 STAT542 8 11 Latent Dirichlet Allocation Model h264 540

2018 1 STAT542 8 11 Latent Dirichlet Allocation Model h264 540

So what is the

Editorial 8:41 102 views 28 Oktober 2025

Topic Models: Variational Inference for Latent Dirichlet Allocation (with Xanda Schofield)

Topic Models: Variational Inference for Latent Dirichlet Allocation

This is a single lecture from a course. If you you like the material and want more context (e.g., the lectures that came before), check ...

Editorial 21:34 3,172 views 10 Februari 2026

An Introduction to Topic Modeling

An Introduction to Topic Modeling

In this video, Professor Chris Bail gives an introduction to topic models- a method for identifying

Editorial 26:39 82,017 views 25 Agustus 2025