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18,483 results

Stanford Online
Lecture 12 - Debugging ML Models and Error Analysis | Stanford CS229: Machine Learning (Autumn 2018)

For more information about Stanford's Artificial Intelligence professional and graduate programs, visit: https://stanford.io/ai Andrew ...

1:18:55
Lecture 12 - Debugging ML Models and Error Analysis | Stanford CS229: Machine Learning (Autumn 2018)

120,405 views

6 years ago

GAIA
We Need to Talk About ML Debugging by Juliano Tusi Amaral Laganá Pinto

We Need to Talk About ML Debugging by Juliano Tusi Amaral Laganá Pinto at the 2026 GAIA Conference. Machine learning ...

41:25
We Need to Talk About ML Debugging by Juliano Tusi Amaral Laganá Pinto

90 views

1 month ago

Sharcnet HPC
Debugging and Optimization of PyTorch Models

Deep learning models are often viewed as uninterpretable "black boxes". As researchers, we often extend this thinking to the ...

43:30
Debugging and Optimization of PyTorch Models

2,704 views

1 year ago

PyData
Debugging machine learning - Michał Łopuszyński

Description Debugging machine learning apps is hard. I feel that this topic is important, however, relatively rarely touched ...

30:39
Debugging machine learning - Michał Łopuszyński

1,271 views

8 years ago

PyData
Clara Hoffmann:  I broke the PyTorch model - Debugging custom PyTorch models in a structured manner

When building PyTorch models for custom applications from scratch there's usually one problem: The model does not learn ...

38:32
Clara Hoffmann: I broke the PyTorch model - Debugging custom PyTorch models in a structured manner

1,655 views

3 years ago

InfoQ
Debugging ML Models? Build a Feature Platform That Actually Works

Tired of endless debugging cycles in your machine learning models? This video dives deep into how building a robust feature ...

47:17
Debugging ML Models? Build a Feature Platform That Actually Works

508 views

1 year ago

Scale AI
Debugging Model Performance with Scale Nucleus

In this Tech Talk, we will show how you can achieve the concept of “Operation Vacation” for the models you create, and make sure ...

27:17
Debugging Model Performance with Scale Nucleus

556 views

4 years ago

Stanford Online
RL Debugging and Diagnostics | Stanford CS229: Machine Learning Andrew Ng - Lecture 20 (Autumn 2018)

For more information about Stanford's Artificial Intelligence professional and graduate programs, visit: https://stanford.io/ai Andrew ...

1:12:43
RL Debugging and Diagnostics | Stanford CS229: Machine Learning Andrew Ng - Lecture 20 (Autumn 2018)

84,905 views

6 years ago

Microsoft Research
Techniques for ML Model Transparency and Debugging

Without good models and the right tools to interpret them, data scientists risk making decisions based on hidden biases, spurious ...

1:37:20
Techniques for ML Model Transparency and Debugging

1,394 views

6 years ago

The Julia Programming Language
How to Debug Julia Simulation Codes (ODEs, Optimization, etc.!) | Chris Rackauckas | JuliaCon 2022

The ODE solver spit out dt less than dtmin, what do you do? MethodError Dual{...}, what does it mean? Plenty of people ask these ...

50:56
How to Debug Julia Simulation Codes (ODEs, Optimization, etc.!) | Chris Rackauckas | JuliaCon 2022

12,159 views

3 years ago

techWebinarNepal
Debugging Machine Learning Models with Python - Ali Madani - #techWebinarNepal Series-63

Debugging Machine Learning Models with Python: Bridging the gap between beginners and experts in machine learning ...

51:14
Debugging Machine Learning Models with Python - Ali Madani - #techWebinarNepal Series-63

248 views

2 years ago

Daliana Liu
How to debug machine learning models, from Apple to startup-Gabriel Bayomi-theDataScientistShow#055

Gabriel Bayomi is the Co-Founder at OpenLayer, a tool that tests & debugs machine learning models. OpenLayer was in the ...

1:24:02
How to debug machine learning models, from Apple to startup-Gabriel Bayomi-theDataScientistShow#055

2,136 views

3 years ago

PyCon 2018
Debugging PySpark -- Or trying to make sense of a JVM stack trace when you were minding your own bus

Speaker: Holden Karau Apache Spark is one of the most popular big data projects, offering greatly improved performance over ...

25:58
Debugging PySpark -- Or trying to make sense of a JVM stack trace when you were minding your own bus

2,551 views

8 years ago

Snorkel AI
ML Research Review: SliceLine for Fast Debugging

ML Whiteboard is an informal session where data scientists, machine learning engineers, and developers along with Snorkel AI ...

39:36
ML Research Review: SliceLine for Fast Debugging

451 views

4 years ago

Edan Meyer
Can OpenAI Codex Debug Its Own Code?

OpenAI Codex is OpenAI's latest GPT-based language based model for GitHub Copilot that generates code. Here we test if Codex ...

26:32
Can OpenAI Codex Debug Its Own Code?

10,757 views

4 years ago

CNCF [Cloud Native Computing Foundation]
Debugging Machine Learning on the Edge with MLExray - Michelle Nquyen, Stanford

Debugging Machine Learning on the Edge with MLExray - Michelle Nquyen, Stanford.

26:37
Debugging Machine Learning on the Edge with MLExray - Michelle Nquyen, Stanford

101 views

4 years ago

Ruth Yakubu
Responsible AI:  Debugging AI models for errors, fairness and explainability

This is an ODSC webinar that illustrates how to use model Error Analysis, Data Analysis, Explainability/Interpretability, ...

53:53
Responsible AI: Debugging AI models for errors, fairness and explainability

92 views

3 years ago

NLP Zurich
Shreya Shankar (Machine Learning Engineer): Debugging Machine Learning in Production

NLP Zurich: Meetup.com: https://www.meetup.com/NLP-Zurich/ Linkedin: https://www.linkedin.com/company/nlp-zurich Summary: ...

40:36
Shreya Shankar (Machine Learning Engineer): Debugging Machine Learning in Production

644 views

5 years ago

GPU MODE
Building resilient ML Engineering skills

Speaker: Stas Bekman Abstract: With the aid of the ML Engineering open book we will explore foundational ML engineering skills ...

1:54:11
Building resilient ML Engineering skills

7,875 views

Streamed 5 months ago

Toronto Machine Learning Series (TMLS)
Patrick Hall - Real-World Strategies for Model Debugging

Speaker Bio - Patrick Hall is the Principal Scientist at bnh.ai. - Talk Abstract - You used cross-validation, early stopping, grid ...

50:02
Patrick Hall - Real-World Strategies for Model Debugging

652 views

2 years ago