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#pymc ผลการค้นหา

pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
10 ต.ค.

Can AI run your marketing engine? Join #PyMC Labs, Plan.Net Group & THE MARCOM ENGINE at #InnoDay25 to explore how Bayesian agents orchestrate the entire marketing value chain — turning marketing into a measurable growth engine. 🔗 dub.link/w9cogEJ

pymc_labs's tweet image. Can AI run your marketing engine? Join #PyMC Labs, Plan.Net Group & THE MARCOM ENGINE at #InnoDay25 to explore how Bayesian agents orchestrate the entire marketing value chain — turning marketing into a measurable growth engine. 🔗 dub.link/w9cogEJ
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
10 ต.ค.

What if your next product test didn’t need a human panel? New research by #PyMC Labs & #Colgate-Palmolive shows LLMs can replicate human survey patterns with 90%+ accuracy—no fine-tuning, no panels, no bias. Read the white paper: dub.link/ECczk6S #SyntheticConsumers

pymc_labs's tweet card. AI-based Customer Research: Faster & Cheaper Surveys with Synthetic Consumers
AI-based Customer Research: Faster & Cheaper Surveys with Synthetic Consumers
แหล่งที่มา: pymc-labs.com
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
2 ต.ค.

You’ve been saying you’ll learn #Bayesian modeling someday. Make someday 𝐭𝐨𝐝𝐚𝐲. The next 𝐀𝐩𝐩𝐥𝐢𝐞𝐝 𝐁𝐚𝐲𝐞𝐬𝐢𝐚𝐧 𝐌𝐨𝐝𝐞𝐥𝐢𝐧𝐠 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 from #PyMC Labs begins October 6 and registration closes this week. Secure your spot now: dub.link/ngodkW9

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ArtHappyMuseum's profile picture. 趣味：統計・Python・機械学習＆数学・ベイズ・生成AI・学び・大喜利・詩🍀 データ分析・統計のブログ「のんびり統計」を読んでね！ ★総合目次 https://t.co/MYPTtNeScO ★統計検定２級 https://t.co/5cm1ZET3Pa
ネイピアDS
@ArtHappyMuseum
26 มิ.ย.

書籍「RとStanではじめるベイズ統計モデリングによるデータ分析入門」をPythonとPyMCとBambiで。 第５部 状態空間モデルに突入！ ローカルレベルモデルはうまく行きました！ この先、AR()とGaussianRandomWalk()で乗り切れるか、ちょっと心配😅 （続く） #のんびり統計 #PyMC #ベイズモデリング

ArtHappyMuseum's tweet image. 書籍「RとStanではじめるベイズ統計モデリングによるデータ分析入門」をPythonとPyMCとBambiで。 第５部 状態空間モデルに突入！ ローカルレベルモデルはうまく行きました！ この先、AR()とGaussianRandomWalk()で乗り切れるか、ちょっと心配😅 （続く） #のんびり統計 #PyMC #ベイズモデリング
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twiecki's profile picture. Founder of @pymc_labs - The Bayesian Consultancy https://t.co/pOpveNUsa3 @pymc_devs author.
Thomas Wiecki
 @twiecki
20 พ.ย. 2023

Not a fan of #PyMC's `with pm.Model()` context API? Interesting new API idea for a function based API by @zaxtax. Implementation is just a few lines of code and it integrates seamlessly with the rest of the API. zinkov.com/posts/2023-alt…

twiecki's tweet image. Not a fan of #PyMC's `with pm.Model()` context API? Interesting new API idea for a function based API by @zaxtax. Implementation is just a few lines of code and it integrates seamlessly with the rest of the API. zinkov.com/posts/2023-alt…
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
28 ก.ค.

Your model isn’t enough if it can’t be trusted. Learn how to build robust, decision-ready Bayesian models in our live workshop. 🚨 Last chance! Seats close this week. 👉 Save your spot dub.link/pzkZPEL Featuring @AllenDowney (Think Bayes). #BayesianModeling #PyMC

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PydataKampala's profile picture. A community of developers and users of open source data, science and engineering tools in Kampala, Uganda. | https://t.co/yg7Zhfu9bt
PyData Kampala
 @PydataKampala
27 ส.ค.

#PyMC #PyDataKampala Probabilistic programming in Python confers a number of advantages including; 1. multi-platform compatibility 2. an expressive yet clean and readable syntax 3. easy integration with other scientific libraries, and extensibility via C, C++, Fortran or Cython

PydataKampala's tweet image. #PyMC #PyDataKampala Probabilistic programming in Python confers a number of advantages including; 1. multi-platform compatibility 2. an expressive yet clean and readable syntax 3. easy integration with other scientific libraries, and extensibility via C, C++, Fortran or Cython
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kieran_mcgee's profile picture. University of Sydney PhD Candidate, Archaeology, Grindstones, photogrammetry, modelling, python, Bayesian statistics. trying my best
Kieran Mcgee
 @kieran_mcgee
27 มิ.ย. 2024

multi-output spatial gaussian process is finally going brrr #pymc

kieran_mcgee's tweet image. multi-output spatial gaussian process is finally going brrr #pymc
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
18 ก.ย.

Most ML models predict, but don’t show how certain those predictions are. #Bayesian methods with #PyMC change that. Tonight in Montreal, Christopher Fonnesbeck will show how to model uncertainty with practical workflows + live coding. 🔗 dub.link/YoRz04P

pymc_labs's tweet image. Most ML models predict, but don’t show how certain those predictions are. #Bayesian methods with #PyMC change that. Tonight in Montreal, Christopher Fonnesbeck will show how to model uncertainty with practical workflows + live coding. 🔗 dub.link/YoRz04P
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
4 ก.ย.

Stop waiting weeks for modeling answers! Our new Expert Access Program (EAP) gives your team direct access to our #Bayesian and #PyMC experts for timely answers, guidance, and confidence to move faster. Learn more👉 dub.link/BAbeiyf

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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
24 ก.ย.

𝐎𝐩𝐞𝐧 𝐬𝐨𝐮𝐫𝐜𝐞 𝐠𝐫𝐨𝐰𝐬 𝐟𝐚𝐬𝐭𝐞𝐫 𝐰𝐡𝐞𝐧 𝐰𝐞 𝐛𝐮𝐢𝐥𝐝 𝐭𝐨𝐠𝐞𝐭𝐡𝐞𝐫. Join Rob Zinkov at @pydataamsterdam 10th Anniversary on Sep 26, 1:20 PM for a beginner-friendly #PyMC sprint. Learn, contribute, and connect with the community! #PyTensor

pymc_labs's tweet image. 𝐎𝐩𝐞𝐧 𝐬𝐨𝐮𝐫𝐜𝐞 𝐠𝐫𝐨𝐰𝐬 𝐟𝐚𝐬𝐭𝐞𝐫 𝐰𝐡𝐞𝐧 𝐰𝐞 𝐛𝐮𝐢𝐥𝐝 𝐭𝐨𝐠𝐞𝐭𝐡𝐞𝐫. Join Rob Zinkov at @pydataamsterdam 10th Anniversary on Sep 26, 1:20 PM for a beginner-friendly #PyMC sprint. Learn, contribute, and connect with the community! #PyTensor
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twiecki's profile picture. Founder of @pymc_labs - The Bayesian Consultancy https://t.co/pOpveNUsa3 @pymc_devs author.
Thomas Wiecki
 @twiecki
14 เม.ย. 2023

Convenient Bayesian Marketing Mix Modeling with #PyMC Marketing towardsdatascience.com/convenient-bay… by @robert_kubler

twiecki's tweet image. Convenient Bayesian Marketing Mix Modeling with #PyMC Marketing towardsdatascience.com/convenient-bay… by @robert_kubler
twiecki's tweet image. Convenient Bayesian Marketing Mix Modeling with #PyMC Marketing towardsdatascience.com/convenient-bay… by @robert_kubler
twiecki's tweet image. Convenient Bayesian Marketing Mix Modeling with #PyMC Marketing towardsdatascience.com/convenient-bay… by @robert_kubler
twiecki's tweet image. Convenient Bayesian Marketing Mix Modeling with #PyMC Marketing towardsdatascience.com/convenient-bay… by @robert_kubler
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
2 ก.ย.

Our Applied #Bayesian Modeling Workshop - October cohort is now open! After incredible feedback from August, we're running it again, starting Oct 6th. Learn directly from the creators of #PyMC in 4 weeks of hands-on training! Register before spots fill: dub.link/QWC7F2N

pymc_labs's tweet image. Our Applied #Bayesian Modeling Workshop - October cohort is now open! After incredible feedback from August, we're running it again, starting Oct 6th. Learn directly from the creators of #PyMC in 4 weeks of hands-on training! Register before spots fill: dub.link/QWC7F2N
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franbetteo's profile picture. applied AI/ML consultant https://t.co/RPTxmlUS1O $.5K 🏀 https://t.co/iECav4YX40 ▶️($300 MRR)
Fran Betteo
@franbetteo
26 ส.ค. 2023

A glass of wine and NUTS sampling. Trying first models on the data. #buildinpublic #pymc #bayesian

franbetteo's tweet image. A glass of wine and NUTS sampling. Trying first models on the data. #buildinpublic #pymc #bayesian
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CarcassiFausto's profile picture. Sardinian. Assistant prof at @illc_amsterdam. Language & cognition w/ models & experiments. Roughly Bayesian. Past: Tübingen, @UoE_CLE (He/Him)
Fausto Carcassi
 @CarcassiFausto
3 ม.ค. 2023

Beautiful feeling: reproducing the same modelling results as a paper (direct.mit.edu/opmi/article/d…) with a totally independent implementation (in #pymc) based just on the description in the text (first: paper, second: mine)

CarcassiFausto's tweet image. Beautiful feeling: reproducing the same modelling results as a paper (direct.mit.edu/opmi/article/d…) with a totally independent implementation (in #pymc) based just on the description in the text (first: paper, second: mine)
CarcassiFausto's tweet image. Beautiful feeling: reproducing the same modelling results as a paper (direct.mit.edu/opmi/article/d…) with a totally independent implementation (in #pymc) based just on the description in the text (first: paper, second: mine)
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
25 ก.ย.

Deadlines, complex models, new approaches... even strong teams hit roadblocks Our Expert Access Program (EAP) gives access to #PyMC and #Bayesian experts like Niall Oulton to solve tricky models, validate approaches, and strengthen your team. Learn more: dub.link/0wtmrRX

pymc_labs's tweet image. Deadlines, complex models, new approaches... even strong teams hit roadblocks Our Expert Access Program (EAP) gives access to #PyMC and #Bayesian experts like Niall Oulton to solve tricky models, validate approaches, and strengthen your team. Learn more: dub.link/0wtmrRX
pymc_labs's tweet image. Deadlines, complex models, new approaches... even strong teams hit roadblocks Our Expert Access Program (EAP) gives access to #PyMC and #Bayesian experts like Niall Oulton to solve tricky models, validate approaches, and strengthen your team. Learn more: dub.link/0wtmrRX
pymc_labs's tweet image. Deadlines, complex models, new approaches... even strong teams hit roadblocks Our Expert Access Program (EAP) gives access to #PyMC and #Bayesian experts like Niall Oulton to solve tricky models, validate approaches, and strengthen your team. Learn more: dub.link/0wtmrRX
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
23 ก.ย.

Last week we published the most comprehensive #PyMC-Marketing vs. #Meridian benchmark to date. On Oct 1, join our 𝐥𝐢𝐯𝐞 𝐰𝐞𝐛𝐢𝐧𝐚𝐫 to go deeper into the findings & their impact on #MMM. 🗓️ Register: dub.link/yuP0beh 👉Check the Benchmark: dub.link/XleG1eA

pymc_labs's tweet image. Last week we published the most comprehensive #PyMC-Marketing vs. #Meridian benchmark to date. On Oct 1, join our 𝐥𝐢𝐯𝐞 𝐰𝐞𝐛𝐢𝐧𝐚𝐫 to go deeper into the findings & their impact on #MMM. 🗓️ Register: dub.link/yuP0beh 👉Check the Benchmark: dub.link/XleG1eA
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kenken26679105's profile picture. 48歳。データサイエンス•機械学習•生成AI•Python•ワインを愛するベイジアン。 2021年からPythonの独学開始。国立大学大学院工学修士卒。 本業はマーケティングと事業開発。 Excel業務自動化やデータ分析、機械学習活用、その他ご相談はDMへお願いします。 Kaggle Expert(notebook)
kenken
@kenken26679105
18 ม.ค. 2024

朝活でMCMCが収束しなかった問題・・・ お昼休憩に珈琲を飲みながら、色々と試してたら、見事に解決できた😆✌️ 二項分布を使って、観測しきれなかった「真の観測数を推論」するというアプローチ、非常に面白いですね🤔 時系列なのも僕好み(笑) 詳細は・・・ ↓ #Python #ベイズ #PyMC #データ分析

kenken26679105's tweet image. 朝活でMCMCが収束しなかった問題・・・ お昼休憩に珈琲を飲みながら、色々と試してたら、見事に解決できた😆✌️ 二項分布を使って、観測しきれなかった「真の観測数を推論」するというアプローチ、非常に面白いですね🤔 時系列なのも僕好み(笑) 詳細は・・・ ↓ #Python #ベイズ #PyMC #データ分析
kenken26679105's tweet image. 朝活でMCMCが収束しなかった問題・・・ お昼休憩に珈琲を飲みながら、色々と試してたら、見事に解決できた😆✌️ 二項分布を使って、観測しきれなかった「真の観測数を推論」するというアプローチ、非常に面白いですね🤔 時系列なのも僕好み(笑) 詳細は・・・ ↓ #Python #ベイズ #PyMC #データ分析
kenken26679105's tweet image. 朝活でMCMCが収束しなかった問題・・・ お昼休憩に珈琲を飲みながら、色々と試してたら、見事に解決できた😆✌️ 二項分布を使って、観測しきれなかった「真の観測数を推論」するというアプローチ、非常に面白いですね🤔 時系列なのも僕好み(笑) 詳細は・・・ ↓ #Python #ベイズ #PyMC #データ分析
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twiecki's profile picture. Founder of @pymc_labs - The Bayesian Consultancy https://t.co/pOpveNUsa3 @pymc_devs author.
Thomas Wiecki
 @twiecki
5 ม.ค. 2023

Flexible Cohort Retention Analysis with BART in #PyMC Instead of a linear model to estimate the retention rate, uses a flexible non-parametric model (BART) that estimates complex relationships between response and predictors. juanitorduz.github.io/retention_bart/ by @juanitorduz @pymc_devs

twiecki's tweet image. Flexible Cohort Retention Analysis with BART in #PyMC Instead of a linear model to estimate the retention rate, uses a flexible non-parametric model (BART) that estimates complex relationships between response and predictors. juanitorduz.github.io/retention_bart/ by @juanitorduz @pymc_devs
twiecki's tweet image. Flexible Cohort Retention Analysis with BART in #PyMC Instead of a linear model to estimate the retention rate, uses a flexible non-parametric model (BART) that estimates complex relationships between response and predictors. juanitorduz.github.io/retention_bart/ by @juanitorduz @pymc_devs
twiecki's tweet image. Flexible Cohort Retention Analysis with BART in #PyMC Instead of a linear model to estimate the retention rate, uses a flexible non-parametric model (BART) that estimates complex relationships between response and predictors. juanitorduz.github.io/retention_bart/ by @juanitorduz @pymc_devs
twiecki's tweet image. Flexible Cohort Retention Analysis with BART in #PyMC Instead of a linear model to estimate the retention rate, uses a flexible non-parametric model (BART) that estimates complex relationships between response and predictors. juanitorduz.github.io/retention_bart/ by @juanitorduz @pymc_devs
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Athlyticz's profile picture. Unleashing Data Science Through A Customized Learning Environment
Athlyticz
@Athlyticz
10 ต.ค.

Introducing AthlyticZ Live Interactive instruction on our custom LMS with industry experts. First up: PyMC expert Alex Andorra leading sports-data case studies. Learn live and keep progressing on-platform: athlyticz.com/cohorts/alex-a… #python #PyMC #sportsanalytics

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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
10 ต.ค.

Can AI run your marketing engine? Join #PyMC Labs, Plan.Net Group & THE MARCOM ENGINE at #InnoDay25 to explore how Bayesian agents orchestrate the entire marketing value chain — turning marketing into a measurable growth engine. 🔗 dub.link/w9cogEJ

pymc_labs's tweet image. Can AI run your marketing engine? Join #PyMC Labs, Plan.Net Group & THE MARCOM ENGINE at #InnoDay25 to explore how Bayesian agents orchestrate the entire marketing value chain — turning marketing into a measurable growth engine. 🔗 dub.link/w9cogEJ
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
10 ต.ค.

What if your next product test didn’t need a human panel? New research by #PyMC Labs & #Colgate-Palmolive shows LLMs can replicate human survey patterns with 90%+ accuracy—no fine-tuning, no panels, no bias. Read the white paper: dub.link/ECczk6S #SyntheticConsumers

pymc_labs's tweet card. AI-based Customer Research: Faster & Cheaper Surveys with Synthetic Consumers
AI-based Customer Research: Faster & Cheaper Surveys with Synthetic Consumers
แหล่งที่มา: pymc-labs.com
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
6 ต.ค.

Can #LLMs really estimate prices, and why does it matter for business? At #PyMC Labs, we built a “Price is Right” inspired benchmark testing models’ price knowledge & strategy. Results show accuracy isn’t enough; reasoning matters. Explore 👉dub.link/eSu9sVm

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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
2 ต.ค.

You’ve been saying you’ll learn #Bayesian modeling someday. Make someday 𝐭𝐨𝐝𝐚𝐲. The next 𝐀𝐩𝐩𝐥𝐢𝐞𝐝 𝐁𝐚𝐲𝐞𝐬𝐢𝐚𝐧 𝐌𝐨𝐝𝐞𝐥𝐢𝐧𝐠 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 from #PyMC Labs begins October 6 and registration closes this week. Secure your spot now: dub.link/ngodkW9

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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
1 ต.ค.

Final session of our #PyTensor Workshop is live! Discover custom rewrites, speed up diagonal matrix inversions 80x, and see a mini-PyMC in action - one graph powering the full Bayesian workflow. Watch here: dub.link/MeFg68hgf #PyMC #Python #ML #DataScience

pymc_labs's tweet card. PyTensor Workshop #3 | Custom Rewrites & Building a Mini-PyMC

youtube.com

YouTube

PyTensor Workshop #3 | Custom Rewrites & Building a Mini-PyMC

แหล่งที่มา: youtube.com
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
25 ก.ย.

Deadlines, complex models, new approaches... even strong teams hit roadblocks Our Expert Access Program (EAP) gives access to #PyMC and #Bayesian experts like Niall Oulton to solve tricky models, validate approaches, and strengthen your team. Learn more: dub.link/0wtmrRX

pymc_labs's tweet image. Deadlines, complex models, new approaches... even strong teams hit roadblocks Our Expert Access Program (EAP) gives access to #PyMC and #Bayesian experts like Niall Oulton to solve tricky models, validate approaches, and strengthen your team. Learn more: dub.link/0wtmrRX
pymc_labs's tweet image. Deadlines, complex models, new approaches... even strong teams hit roadblocks Our Expert Access Program (EAP) gives access to #PyMC and #Bayesian experts like Niall Oulton to solve tricky models, validate approaches, and strengthen your team. Learn more: dub.link/0wtmrRX
pymc_labs's tweet image. Deadlines, complex models, new approaches... even strong teams hit roadblocks Our Expert Access Program (EAP) gives access to #PyMC and #Bayesian experts like Niall Oulton to solve tricky models, validate approaches, and strengthen your team. Learn more: dub.link/0wtmrRX
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
24 ก.ย.

𝐎𝐩𝐞𝐧 𝐬𝐨𝐮𝐫𝐜𝐞 𝐠𝐫𝐨𝐰𝐬 𝐟𝐚𝐬𝐭𝐞𝐫 𝐰𝐡𝐞𝐧 𝐰𝐞 𝐛𝐮𝐢𝐥𝐝 𝐭𝐨𝐠𝐞𝐭𝐡𝐞𝐫. Join Rob Zinkov at @pydataamsterdam 10th Anniversary on Sep 26, 1:20 PM for a beginner-friendly #PyMC sprint. Learn, contribute, and connect with the community! #PyTensor

pymc_labs's tweet image. 𝐎𝐩𝐞𝐧 𝐬𝐨𝐮𝐫𝐜𝐞 𝐠𝐫𝐨𝐰𝐬 𝐟𝐚𝐬𝐭𝐞𝐫 𝐰𝐡𝐞𝐧 𝐰𝐞 𝐛𝐮𝐢𝐥𝐝 𝐭𝐨𝐠𝐞𝐭𝐡𝐞𝐫. Join Rob Zinkov at @pydataamsterdam 10th Anniversary on Sep 26, 1:20 PM for a beginner-friendly #PyMC sprint. Learn, contribute, and connect with the community! #PyTensor
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
23 ก.ย.

Last week we published the most comprehensive #PyMC-Marketing vs. #Meridian benchmark to date. On Oct 1, join our 𝐥𝐢𝐯𝐞 𝐰𝐞𝐛𝐢𝐧𝐚𝐫 to go deeper into the findings & their impact on #MMM. 🗓️ Register: dub.link/yuP0beh 👉Check the Benchmark: dub.link/XleG1eA

pymc_labs's tweet image. Last week we published the most comprehensive #PyMC-Marketing vs. #Meridian benchmark to date. On Oct 1, join our 𝐥𝐢𝐯𝐞 𝐰𝐞𝐛𝐢𝐧𝐚𝐫 to go deeper into the findings & their impact on #MMM. 🗓️ Register: dub.link/yuP0beh 👉Check the Benchmark: dub.link/XleG1eA
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
18 ก.ย.

Most ML models predict, but don’t show how certain those predictions are. #Bayesian methods with #PyMC change that. Tonight in Montreal, Christopher Fonnesbeck will show how to model uncertainty with practical workflows + live coding. 🔗 dub.link/YoRz04P

pymc_labs's tweet image. Most ML models predict, but don’t show how certain those predictions are. #Bayesian methods with #PyMC change that. Tonight in Montreal, Christopher Fonnesbeck will show how to model uncertainty with practical workflows + live coding. 🔗 dub.link/YoRz04P
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
17 ก.ย.

Session 2 of our #PyTensor workshop dives into 𝐆𝐫𝐚𝐩𝐡 𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐚𝐭𝐢𝐨𝐧𝐬! Learn eager vs. lazy transformations, autodiff under the hood, and Normalizing Flows. Watch the full session here dub.link/CR3WDRf #PyMC #ML

pymc_labs's tweet card. PyTensor Workshop#2 | Advanced Graph Transformations & Normalizing...

youtube.com

YouTube

PyTensor Workshop#2 | Advanced Graph Transformations & Normalizing...

แหล่งที่มา: youtube.com
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
16 ก.ย.

𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐁𝐚𝐲𝐞𝐬𝐢𝐚𝐧 𝐌𝐨𝐝𝐞𝐥𝐢𝐧𝐠 𝐨𝐧 𝐲𝐨𝐮𝐫 𝐨𝐰𝐧 𝐜𝐚𝐧 𝐛𝐞 𝐬𝐥𝐨𝐰. Hear how Leonardo leveled up in the Applied Bayesian Modeling Workshop. Next cohort starting Oct 6: dub.link/XvOzGAq #BayesianModeling #PyMC #MCMC

pymc_labs's tweet image. 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐁𝐚𝐲𝐞𝐬𝐢𝐚𝐧 𝐌𝐨𝐝𝐞𝐥𝐢𝐧𝐠 𝐨𝐧 𝐲𝐨𝐮𝐫 𝐨𝐰𝐧 𝐜𝐚𝐧 𝐛𝐞 𝐬𝐥𝐨𝐰. Hear how Leonardo leveled up in the Applied Bayesian Modeling Workshop. Next cohort starting Oct 6: dub.link/XvOzGAq #BayesianModeling #PyMC #MCMC
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
11 ก.ย.

We just dropped the most comprehensive #PyMC-Marketing vs. #Meridian 𝐐𝐮𝐚𝐧𝐭𝐢𝐭𝐚𝐭𝐢𝐯𝐞 𝐂𝐨𝐦𝐩𝐚𝐫𝐢𝐬𝐨𝐧 ever conducted! Check out our findings & code 👇👇 dub.link/XleG1eA #MMM #MarketingMixModel #PyMCMarketing #Meridian

pymc_labs's tweet card. This benchmark study directly compares PyMC-Marketing and Google’s Meridian on realistic synthetic datasets, from startup-scale to enterprise-level. Using aligned priors and identical configurations,...
PyMC-Marketing vs. Meridian: A Quantitative Comparison of Open Source MMM Libraries
แหล่งที่มา: pymc-labs.com
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
10 ก.ย.

Behind every #PyMC model is #PyTensor — a computational graph library for speed, flexibility & autodiff. Session 1 of our PyTensor Workshop is live 🎥 👉 dub.link/pytensor-graphs #PyMC #Python #MachineLearning

pymc_labs's tweet card. PyTensor Workshop #1 | A Deep Dive into Computational Graphs

youtube.com

YouTube

PyTensor Workshop #1 | A Deep Dive into Computational Graphs

แหล่งที่มา: youtube.com
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
4 ก.ย.

Stop waiting weeks for modeling answers! Our new Expert Access Program (EAP) gives your team direct access to our #Bayesian and #PyMC experts for timely answers, guidance, and confidence to move faster. Learn more👉 dub.link/BAbeiyf

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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
2 ก.ย.

Our Applied #Bayesian Modeling Workshop - October cohort is now open! After incredible feedback from August, we're running it again, starting Oct 6th. Learn directly from the creators of #PyMC in 4 weeks of hands-on training! Register before spots fill: dub.link/QWC7F2N

pymc_labs's tweet image. Our Applied #Bayesian Modeling Workshop - October cohort is now open! After incredible feedback from August, we're running it again, starting Oct 6th. Learn directly from the creators of #PyMC in 4 weeks of hands-on training! Register before spots fill: dub.link/QWC7F2N
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
26 ส.ค.

We're excited to announce the launch of our Expert Access Program (EAP) Get direct access to #PyMC experts for guidance, validation, & problem-solving without adding headcount! dub.link/TqmSFiC

pymc_labs's tweet card. Teams face critical deadlines where models must be rigorous, but hiring consultants or adding headcount only solves problems temporarily. This is why we created the Expert Access Program — to give...
Announcing the Expert Access Program (EAP)
แหล่งที่มา: pymc-labs.com
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
25 ส.ค.

Market share predictions fail when models ignore how markets really work. At @pydataberlin , @forde_nathaniel shows how PyMC Marketing’s new Consumer Choice module uses Bayesian models for realistic substitution. 🗓️ Sept 1, 4:20 PM | 📍 Room B05-B06 #BayesianStats #PyMC

pymc_labs's tweet image. Market share predictions fail when models ignore how markets really work. At @pydataberlin , @forde_nathaniel shows how PyMC Marketing’s new Consumer Choice module uses Bayesian models for realistic substitution. 🗓️ Sept 1, 4:20 PM | 📍 Room B05-B06 #BayesianStats #PyMC
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
21 ส.ค.

Most budget planning is just expensive guessing 🎯 @cetagostini tackles this in "Risk Budget Optimization for Causal Mix Models" @PyDataBerlin 2025! 📅 Sept 1st, 5:00-5:30 PM Turn uncertainty into strategic advantage. #PyDataBerlin #BudgetOptimization #PyMC

pymc_labs's tweet image. Most budget planning is just expensive guessing 🎯 @cetagostini tackles this in "Risk Budget Optimization for Causal Mix Models" @PyDataBerlin 2025! 📅 Sept 1st, 5:00-5:30 PM Turn uncertainty into strategic advantage. #PyDataBerlin #BudgetOptimization #PyMC
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
7 ส.ค.

Can LLMs make business decisions you'd actually trust? @twiecki joins @hugobowne to share how #PyMC Labs is building GenAI systems for clients like Colgate 🧪 Real-world use cases 📊 90% accuracy 🔁 Closed-loop systems 🔗 dub.link/genai-decision #GenAI #LLMsystems

pymc_labs's tweet image. Can LLMs make business decisions you'd actually trust? @twiecki joins @hugobowne to share how #PyMC Labs is building GenAI systems for clients like Colgate 🧪 Real-world use cases 📊 90% accuracy 🔁 Closed-loop systems 🔗 dub.link/genai-decision #GenAI #LLMsystems
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ArtHappyMuseum's profile picture. 趣味：統計・Python・機械学習＆数学・ベイズ・生成AI・学び・大喜利・詩🍀 データ分析・統計のブログ「のんびり統計」を読んでね！ ★総合目次 https://t.co/MYPTtNeScO ★統計検定２級 https://t.co/5cm1ZET3Pa
ネイピアDS
@ArtHappyMuseum
30 ธ.ค. 2023

たのしいベイズモデリング２が楽しい！ 第18章は項目反応ツリーモデル。 項目反応理論に様々なモデルがあるのですね！ brmsによるモデリングのPyMC5化にはBambiを利用。 テキストと結果が合わず１日苦戦… マッピング行列での変換処理で目的変数がobject型になってたｗ #のんびり統計 #ベイズ #PyMC

ArtHappyMuseum's tweet image. たのしいベイズモデリング２が楽しい！ 第18章は項目反応ツリーモデル。 項目反応理論に様々なモデルがあるのですね！ brmsによるモデリングのPyMC5化にはBambiを利用。 テキストと結果が合わず１日苦戦… マッピング行列での変換処理で目的変数がobject型になってたｗ #のんびり統計 #ベイズ #PyMC
ArtHappyMuseum's tweet image. たのしいベイズモデリング２が楽しい！ 第18章は項目反応ツリーモデル。 項目反応理論に様々なモデルがあるのですね！ brmsによるモデリングのPyMC5化にはBambiを利用。 テキストと結果が合わず１日苦戦… マッピング行列での変換処理で目的変数がobject型になってたｗ #のんびり統計 #ベイズ #PyMC
ArtHappyMuseum's tweet image. たのしいベイズモデリング２が楽しい！ 第18章は項目反応ツリーモデル。 項目反応理論に様々なモデルがあるのですね！ brmsによるモデリングのPyMC5化にはBambiを利用。 テキストと結果が合わず１日苦戦… マッピング行列での変換処理で目的変数がobject型になってたｗ #のんびり統計 #ベイズ #PyMC
ArtHappyMuseum's tweet image. たのしいベイズモデリング２が楽しい！ 第18章は項目反応ツリーモデル。 項目反応理論に様々なモデルがあるのですね！ brmsによるモデリングのPyMC5化にはBambiを利用。 テキストと結果が合わず１日苦戦… マッピング行列での変換処理で目的変数がobject型になってたｗ #のんびり統計 #ベイズ #PyMC
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ArtHappyMuseum's profile picture. 趣味：統計・Python・機械学習＆数学・ベイズ・生成AI・学び・大喜利・詩🍀 データ分析・統計のブログ「のんびり統計」を読んでね！ ★総合目次 https://t.co/MYPTtNeScO ★統計検定２級 https://t.co/5cm1ZET3Pa
ネイピアDS
@ArtHappyMuseum
26 มิ.ย.

書籍「RとStanではじめるベイズ統計モデリングによるデータ分析入門」をPythonとPyMCとBambiで。 第５部 状態空間モデルに突入！ ローカルレベルモデルはうまく行きました！ この先、AR()とGaussianRandomWalk()で乗り切れるか、ちょっと心配😅 （続く） #のんびり統計 #PyMC #ベイズモデリング

ArtHappyMuseum's tweet image. 書籍「RとStanではじめるベイズ統計モデリングによるデータ分析入門」をPythonとPyMCとBambiで。 第５部 状態空間モデルに突入！ ローカルレベルモデルはうまく行きました！ この先、AR()とGaussianRandomWalk()で乗り切れるか、ちょっと心配😅 （続く） #のんびり統計 #PyMC #ベイズモデリング
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twiecki's profile picture. Founder of @pymc_labs - The Bayesian Consultancy https://t.co/pOpveNUsa3 @pymc_devs author.
Thomas Wiecki
 @twiecki
14 เม.ย. 2023

Convenient Bayesian Marketing Mix Modeling with #PyMC Marketing towardsdatascience.com/convenient-bay… by @robert_kubler

twiecki's tweet image. Convenient Bayesian Marketing Mix Modeling with #PyMC Marketing towardsdatascience.com/convenient-bay… by @robert_kubler
twiecki's tweet image. Convenient Bayesian Marketing Mix Modeling with #PyMC Marketing towardsdatascience.com/convenient-bay… by @robert_kubler
twiecki's tweet image. Convenient Bayesian Marketing Mix Modeling with #PyMC Marketing towardsdatascience.com/convenient-bay… by @robert_kubler
twiecki's tweet image. Convenient Bayesian Marketing Mix Modeling with #PyMC Marketing towardsdatascience.com/convenient-bay… by @robert_kubler
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twiecki's profile picture. Founder of @pymc_labs - The Bayesian Consultancy https://t.co/pOpveNUsa3 @pymc_devs author.
Thomas Wiecki
 @twiecki
20 พ.ย. 2023

Not a fan of #PyMC's `with pm.Model()` context API? Interesting new API idea for a function based API by @zaxtax. Implementation is just a few lines of code and it integrates seamlessly with the rest of the API. zinkov.com/posts/2023-alt…

twiecki's tweet image. Not a fan of #PyMC's `with pm.Model()` context API? Interesting new API idea for a function based API by @zaxtax. Implementation is just a few lines of code and it integrates seamlessly with the rest of the API. zinkov.com/posts/2023-alt…
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kenken26679105's profile picture. 48歳。データサイエンス•機械学習•生成AI•Python•ワインを愛するベイジアン。 2021年からPythonの独学開始。国立大学大学院工学修士卒。 本業はマーケティングと事業開発。 Excel業務自動化やデータ分析、機械学習活用、その他ご相談はDMへお願いします。 Kaggle Expert(notebook)
kenken
@kenken26679105
15 ธ.ค. 2023

「StanとRでベイズ統計モデリング」ですが、 RとStanは興味ないので、PyMC5で翻訳しながら進めているのですが・・・ Rって便利そうですね🤔 PyMC5だと、こんな風にカテゴリ変数でソートして、描画の時にはスライシングしないと・・・ こんな比較描画が一発でできない😩 #Python #PyMC #ベイズ統計

kenken26679105's tweet image. 「StanとRでベイズ統計モデリング」ですが、 RとStanは興味ないので、PyMC5で翻訳しながら進めているのですが・・・ Rって便利そうですね🤔 PyMC5だと、こんな風にカテゴリ変数でソートして、描画の時にはスライシングしないと・・・ こんな比較描画が一発でできない😩 #Python #PyMC #ベイズ統計
kenken26679105's tweet image. 「StanとRでベイズ統計モデリング」ですが、 RとStanは興味ないので、PyMC5で翻訳しながら進めているのですが・・・ Rって便利そうですね🤔 PyMC5だと、こんな風にカテゴリ変数でソートして、描画の時にはスライシングしないと・・・ こんな比較描画が一発でできない😩 #Python #PyMC #ベイズ統計
kenken26679105's tweet image. 「StanとRでベイズ統計モデリング」ですが、 RとStanは興味ないので、PyMC5で翻訳しながら進めているのですが・・・ Rって便利そうですね🤔 PyMC5だと、こんな風にカテゴリ変数でソートして、描画の時にはスライシングしないと・・・ こんな比較描画が一発でできない😩 #Python #PyMC #ベイズ統計
kenken26679105's tweet image. 「StanとRでベイズ統計モデリング」ですが、 RとStanは興味ないので、PyMC5で翻訳しながら進めているのですが・・・ Rって便利そうですね🤔 PyMC5だと、こんな風にカテゴリ変数でソートして、描画の時にはスライシングしないと・・・ こんな比較描画が一発でできない😩 #Python #PyMC #ベイズ統計
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
10 ต.ค.

Can AI run your marketing engine? Join #PyMC Labs, Plan.Net Group & THE MARCOM ENGINE at #InnoDay25 to explore how Bayesian agents orchestrate the entire marketing value chain — turning marketing into a measurable growth engine. 🔗 dub.link/w9cogEJ

pymc_labs's tweet image. Can AI run your marketing engine? Join #PyMC Labs, Plan.Net Group & THE MARCOM ENGINE at #InnoDay25 to explore how Bayesian agents orchestrate the entire marketing value chain — turning marketing into a measurable growth engine. 🔗 dub.link/w9cogEJ
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ArtHappyMuseum's profile picture. 趣味：統計・Python・機械学習＆数学・ベイズ・生成AI・学び・大喜利・詩🍀 データ分析・統計のブログ「のんびり統計」を読んでね！ ★総合目次 https://t.co/MYPTtNeScO ★統計検定２級 https://t.co/5cm1ZET3Pa
ネイピアDS
@ArtHappyMuseum
30 ธ.ค. 2023

ちなみにマッピング行列での変換処理は・・・ ①画像：分析データ ②画像：マッピング行列 ③画像：変換関数（Rのdendrify関数相当を手組み。ループだらけ😎） ④画像：変換処理・変換後データ ③の整数化漏れに気づくのに１日かかりました。 #のんびり統計 #ベイズ #PyMC

ArtHappyMuseum's tweet image. ちなみにマッピング行列での変換処理は・・・ ①画像：分析データ ②画像：マッピング行列 ③画像：変換関数（Rのdendrify関数相当を手組み。ループだらけ😎） ④画像：変換処理・変換後データ ③の整数化漏れに気づくのに１日かかりました。 #のんびり統計 #ベイズ #PyMC
ArtHappyMuseum's tweet image. ちなみにマッピング行列での変換処理は・・・ ①画像：分析データ ②画像：マッピング行列 ③画像：変換関数（Rのdendrify関数相当を手組み。ループだらけ😎） ④画像：変換処理・変換後データ ③の整数化漏れに気づくのに１日かかりました。 #のんびり統計 #ベイズ #PyMC
ArtHappyMuseum's tweet image. ちなみにマッピング行列での変換処理は・・・ ①画像：分析データ ②画像：マッピング行列 ③画像：変換関数（Rのdendrify関数相当を手組み。ループだらけ😎） ④画像：変換処理・変換後データ ③の整数化漏れに気づくのに１日かかりました。 #のんびり統計 #ベイズ #PyMC
ArtHappyMuseum's tweet image. ちなみにマッピング行列での変換処理は・・・ ①画像：分析データ ②画像：マッピング行列 ③画像：変換関数（Rのdendrify関数相当を手組み。ループだらけ😎） ④画像：変換処理・変換後データ ③の整数化漏れに気づくのに１日かかりました。 #のんびり統計 #ベイズ #PyMC
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
3 ก.ค.

📉 Market data is messy. Traditional models assume too much. With PyMC, finance teams can: ✅ Quantify uncertainty ✅ Handle skewed, fat-tailed data ✅ Improve VaR, pricing & more 👉 dub.link/eonSuxd 📬 Need help applying this? DM us or email [email protected] #pymc

pymc_labs's tweet image. 📉 Market data is messy. Traditional models assume too much. With PyMC, finance teams can: ✅ Quantify uncertainty ✅ Handle skewed, fat-tailed data ✅ Improve VaR, pricing & more 👉 dub.link/eonSuxd 📬 Need help applying this? DM us or email info@pymc-labs.com #pymc
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
2 ก.ย.

Our Applied #Bayesian Modeling Workshop - October cohort is now open! After incredible feedback from August, we're running it again, starting Oct 6th. Learn directly from the creators of #PyMC in 4 weeks of hands-on training! Register before spots fill: dub.link/QWC7F2N

pymc_labs's tweet image. Our Applied #Bayesian Modeling Workshop - October cohort is now open! After incredible feedback from August, we're running it again, starting Oct 6th. Learn directly from the creators of #PyMC in 4 weeks of hands-on training! Register before spots fill: dub.link/QWC7F2N
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ArtHappyMuseum's profile picture. 趣味：統計・Python・機械学習＆数学・ベイズ・生成AI・学び・大喜利・詩🍀 データ分析・統計のブログ「のんびり統計」を読んでね！ ★総合目次 https://t.co/MYPTtNeScO ★統計検定２級 https://t.co/5cm1ZET3Pa
ネイピアDS
@ArtHappyMuseum
2 พ.ค. 2024

GW中の目標の１つ「たのしいベイズモデリング２ブログの原稿完成」を達成しました！ 超うれし✨️ 執筆の先生方の熱意・真剣さ・愛情にやられています。 ありがとうございました。 さて次は？ 因果推論を往復、反実仮想機械学習に進む、異常検知ブログを描く… #のんびり統計 #ベイズ #PyMC

ArtHappyMuseum's tweet image. GW中の目標の１つ「たのしいベイズモデリング２ブログの原稿完成」を達成しました！ 超うれし✨️ 執筆の先生方の熱意・真剣さ・愛情にやられています。 ありがとうございました。 さて次は？ 因果推論を往復、反実仮想機械学習に進む、異常検知ブログを描く… #のんびり統計 #ベイズ #PyMC
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
18 ก.ย.

Most ML models predict, but don’t show how certain those predictions are. #Bayesian methods with #PyMC change that. Tonight in Montreal, Christopher Fonnesbeck will show how to model uncertainty with practical workflows + live coding. 🔗 dub.link/YoRz04P

pymc_labs's tweet image. Most ML models predict, but don’t show how certain those predictions are. #Bayesian methods with #PyMC change that. Tonight in Montreal, Christopher Fonnesbeck will show how to model uncertainty with practical workflows + live coding. 🔗 dub.link/YoRz04P
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kieran_mcgee's profile picture. University of Sydney PhD Candidate, Archaeology, Grindstones, photogrammetry, modelling, python, Bayesian statistics. trying my best
Kieran Mcgee
 @kieran_mcgee
27 มิ.ย. 2024

multi-output spatial gaussian process is finally going brrr #pymc

kieran_mcgee's tweet image. multi-output spatial gaussian process is finally going brrr #pymc
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twiecki's profile picture. Founder of @pymc_labs - The Bayesian Consultancy https://t.co/pOpveNUsa3 @pymc_devs author.
Thomas Wiecki
 @twiecki
5 ม.ค. 2023

Flexible Cohort Retention Analysis with BART in #PyMC Instead of a linear model to estimate the retention rate, uses a flexible non-parametric model (BART) that estimates complex relationships between response and predictors. juanitorduz.github.io/retention_bart/ by @juanitorduz @pymc_devs

twiecki's tweet image. Flexible Cohort Retention Analysis with BART in #PyMC Instead of a linear model to estimate the retention rate, uses a flexible non-parametric model (BART) that estimates complex relationships between response and predictors. juanitorduz.github.io/retention_bart/ by @juanitorduz @pymc_devs
twiecki's tweet image. Flexible Cohort Retention Analysis with BART in #PyMC Instead of a linear model to estimate the retention rate, uses a flexible non-parametric model (BART) that estimates complex relationships between response and predictors. juanitorduz.github.io/retention_bart/ by @juanitorduz @pymc_devs
twiecki's tweet image. Flexible Cohort Retention Analysis with BART in #PyMC Instead of a linear model to estimate the retention rate, uses a flexible non-parametric model (BART) that estimates complex relationships between response and predictors. juanitorduz.github.io/retention_bart/ by @juanitorduz @pymc_devs
twiecki's tweet image. Flexible Cohort Retention Analysis with BART in #PyMC Instead of a linear model to estimate the retention rate, uses a flexible non-parametric model (BART) that estimates complex relationships between response and predictors. juanitorduz.github.io/retention_bart/ by @juanitorduz @pymc_devs
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franbetteo's profile picture. applied AI/ML consultant https://t.co/RPTxmlUS1O $.5K 🏀 https://t.co/iECav4YX40 ▶️($300 MRR)
Fran Betteo
@franbetteo
26 ส.ค. 2023

A glass of wine and NUTS sampling. Trying first models on the data. #buildinpublic #pymc #bayesian

franbetteo's tweet image. A glass of wine and NUTS sampling. Trying first models on the data. #buildinpublic #pymc #bayesian
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
15 ก.ค.

🔥 PyMC-Marketing release is live! → No repeat transactions? Bring covariates for better predictions. → Zero-spend channels breaking your MMM? Fixed. → Scaled channel contributions now computed post-sampling — faster & nutpie-ready! 🔗 dub.link/pymc_marketing #PyMC #MMM

pymc_labs's tweet image. 🔥 PyMC-Marketing release is live! → No repeat transactions? Bring covariates for better predictions. → Zero-spend channels breaking your MMM? Fixed. → Scaled channel contributions now computed post-sampling — faster & nutpie-ready! 🔗 dub.link/pymc_marketing #PyMC #MMM
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pymc_labs's profile picture. The Bayesian Consultancy • Using PyMC (@pymc_devs) to solve your most challenging data science problems • https://t.co/Tnl7mlPMG4
PyMC Labs
 @pymc_labs
25 ก.ย.

Deadlines, complex models, new approaches... even strong teams hit roadblocks Our Expert Access Program (EAP) gives access to #PyMC and #Bayesian experts like Niall Oulton to solve tricky models, validate approaches, and strengthen your team. Learn more: dub.link/0wtmrRX

pymc_labs's tweet image. Deadlines, complex models, new approaches... even strong teams hit roadblocks Our Expert Access Program (EAP) gives access to #PyMC and #Bayesian experts like Niall Oulton to solve tricky models, validate approaches, and strengthen your team. Learn more: dub.link/0wtmrRX
pymc_labs's tweet image. Deadlines, complex models, new approaches... even strong teams hit roadblocks Our Expert Access Program (EAP) gives access to #PyMC and #Bayesian experts like Niall Oulton to solve tricky models, validate approaches, and strengthen your team. Learn more: dub.link/0wtmrRX
pymc_labs's tweet image. Deadlines, complex models, new approaches... even strong teams hit roadblocks Our Expert Access Program (EAP) gives access to #PyMC and #Bayesian experts like Niall Oulton to solve tricky models, validate approaches, and strengthen your team. Learn more: dub.link/0wtmrRX
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ArtHappyMuseum's profile picture. 趣味：統計・Python・機械学習＆数学・ベイズ・生成AI・学び・大喜利・詩🍀 データ分析・統計のブログ「のんびり統計」を読んでね！ ★総合目次 https://t.co/MYPTtNeScO ★統計検定２級 https://t.co/5cm1ZET3Pa
ネイピアDS
@ArtHappyMuseum
30 ธ.ค. 2023

たのしいベイズモデリング２の１周目完了！ 最終19章は収束するも事後分布統計量がテキストと合致しませんでした（汗） 添付の箱ひげ図は、介入前（青）と介入後（オレンジ）の目的変数の確認用です。 年明けから２周目＆ブログ化しようと思います。 #のんびり統計 #ベイズモデリング #PyMC

ArtHappyMuseum's tweet image. たのしいベイズモデリング２の１周目完了！ 最終19章は収束するも事後分布統計量がテキストと合致しませんでした（汗） 添付の箱ひげ図は、介入前（青）と介入後（オレンジ）の目的変数の確認用です。 年明けから２周目＆ブログ化しようと思います。 #のんびり統計 #ベイズモデリング #PyMC
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kenken26679105's profile picture. 48歳。データサイエンス•機械学習•生成AI•Python•ワインを愛するベイジアン。 2021年からPythonの独学開始。国立大学大学院工学修士卒。 本業はマーケティングと事業開発。 Excel業務自動化やデータ分析、機械学習活用、その他ご相談はDMへお願いします。 Kaggle Expert(notebook)
kenken
@kenken26679105
18 ม.ค. 2024

朝活でMCMCが収束しなかった問題・・・ お昼休憩に珈琲を飲みながら、色々と試してたら、見事に解決できた😆✌️ 二項分布を使って、観測しきれなかった「真の観測数を推論」するというアプローチ、非常に面白いですね🤔 時系列なのも僕好み(笑) 詳細は・・・ ↓ #Python #ベイズ #PyMC #データ分析

kenken26679105's tweet image. 朝活でMCMCが収束しなかった問題・・・ お昼休憩に珈琲を飲みながら、色々と試してたら、見事に解決できた😆✌️ 二項分布を使って、観測しきれなかった「真の観測数を推論」するというアプローチ、非常に面白いですね🤔 時系列なのも僕好み(笑) 詳細は・・・ ↓ #Python #ベイズ #PyMC #データ分析
kenken26679105's tweet image. 朝活でMCMCが収束しなかった問題・・・ お昼休憩に珈琲を飲みながら、色々と試してたら、見事に解決できた😆✌️ 二項分布を使って、観測しきれなかった「真の観測数を推論」するというアプローチ、非常に面白いですね🤔 時系列なのも僕好み(笑) 詳細は・・・ ↓ #Python #ベイズ #PyMC #データ分析
kenken26679105's tweet image. 朝活でMCMCが収束しなかった問題・・・ お昼休憩に珈琲を飲みながら、色々と試してたら、見事に解決できた😆✌️ 二項分布を使って、観測しきれなかった「真の観測数を推論」するというアプローチ、非常に面白いですね🤔 時系列なのも僕好み(笑) 詳細は・・・ ↓ #Python #ベイズ #PyMC #データ分析
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ArtHappyMuseum's profile picture. 趣味：統計・Python・機械学習＆数学・ベイズ・生成AI・学び・大喜利・詩🍀 データ分析・統計のブログ「のんびり統計」を読んでね！ ★総合目次 https://t.co/MYPTtNeScO ★統計検定２級 https://t.co/5cm1ZET3Pa
ネイピアDS
@ArtHappyMuseum
4 ก.พ. 2024

「StanとRでベイズ統計モデリング」の５章に突入しました。 5.1節の重回帰は写経に１日かかってしまいました。 特に時間を使ったのがグラフ群の描画。 難しかったです（頭の体操です）。 添付は最初の難関「手作り散布図行列」。 seabornでは太刀打ちできず… #のんびり統計 #ベイズ #PyMC

ArtHappyMuseum's tweet image. 「StanとRでベイズ統計モデリング」の５章に突入しました。 5.1節の重回帰は写経に１日かかってしまいました。 特に時間を使ったのがグラフ群の描画。 難しかったです（頭の体操です）。 添付は最初の難関「手作り散布図行列」。 seabornでは太刀打ちできず… #のんびり統計 #ベイズ #PyMC
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kenken26679105's profile picture. 48歳。データサイエンス•機械学習•生成AI•Python•ワインを愛するベイジアン。 2021年からPythonの独学開始。国立大学大学院工学修士卒。 本業はマーケティングと事業開発。 Excel業務自動化やデータ分析、機械学習活用、その他ご相談はDMへお願いします。 Kaggle Expert(notebook)
kenken
@kenken26679105
4 ม.ค. 2024

年始限定・第5回・kenken主催のKaggleのコンペも、締切まで残り3日となりました😆 ↓ kaggle.com/competitions/l… - 僕のベイズモデルを超えるのが目標 - 締切：1月8日の朝 - 現在29名参戦中 - 1日10回submission可能 - 僕のベースライン(notebook)を日本語で共有 誰でも超大歓迎です☺️ #Kaggle #PyMC

kenken26679105's tweet image. 年始限定・第5回・kenken主催のKaggleのコンペも、締切まで残り3日となりました😆 ↓ kaggle.com/competitions/l… - 僕のベイズモデルを超えるのが目標 - 締切：1月8日の朝 - 現在29名参戦中 - 1日10回submission可能 - 僕のベースライン(notebook)を日本語で共有 誰でも超大歓迎です☺️ #Kaggle #PyMC
kenken26679105's tweet image. 年始限定・第5回・kenken主催のKaggleのコンペも、締切まで残り3日となりました😆 ↓ kaggle.com/competitions/l… - 僕のベイズモデルを超えるのが目標 - 締切：1月8日の朝 - 現在29名参戦中 - 1日10回submission可能 - 僕のベースライン(notebook)を日本語で共有 誰でも超大歓迎です☺️ #Kaggle #PyMC
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