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2,222 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)

120,591 views

6y 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

6y ago

ByteByteGo
Debugging Like A Pro

Check out our weekly system design newsletter: https://bit.ly/3tfAlYD Checkout our bestselling System Design Interview books: ...

5:48
Debugging Like A Pro

165,887 views

3y 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)

85,115 views

6y ago

Google Cloud Tech
Evaluating and Debugging Non-Deterministic AI Agents

Evaluate your ADK Agents → https://goo.gle/3EID0TM Evaluate Gen AI agents | Generative AI on Vertex AI ...

7:14
Evaluating and Debugging Non-Deterministic AI Agents

12,195 views

1y ago

Strange Loop Conference
"Finding Bugs in Deep Learning Programs" by Foutse Khomh

Foutse Khomh is a Full Professor of Software Engineering at Polytechnique Montréal, Canada CIFAR AI Chair on Trustworthy ...

7:11
"Finding Bugs in Deep Learning Programs" by Foutse Khomh

3,001 views

3y ago

neptune_ai
Monitoring and Debugging When Training LLMs

What does it take to train a foundation model? In the State of LLM Training interview series, AI teams share the technical and ...

3:44
Monitoring and Debugging When Training LLMs

193 views

1y ago

OpenMDAO
How to debug solvers

Optimizers often push systems to their limits of multidisciplinary analysis, so sometimes solvers don't converge. You can follow a ...

16:32
How to debug solvers

968 views

3y ago

AI Engineering with Peeush
I Spent 3 Months Debugging a "Working" ML Model — Here's What I Found (Part 2)

Looking for the hands-on fix for Observability Blindness? → Part 4: https://youtu.be/0-SEzeCT9qE Your ML model passed every ...

12:56
I Spent 3 Months Debugging a "Working" ML Model — Here's What I Found (Part 2)

16 views

1mo ago

Laplace Academy
The MATLAB Debugger Tutorial you're gonna need 😎

Welcome to Laplace Academy. In this tutorial, you're going to learn how to use MATAB debugger to fix your code. MATLAB ...

3:57
The MATLAB Debugger Tutorial you're gonna need 😎

1,107 views

4y ago

Strange Loop Conference
"Interactive Debugging and Testing Support for Deep Learning" by Tianyi Zhang

Recurrent Neural Networks (RNNs) have been widely used in NLP tasks. Yet it is challenging to debug RNNs due to their inherent ...

7:04
"Interactive Debugging and Testing Support for Deep Learning" by Tianyi Zhang

2,377 views

3y ago

Microsoft Developer
Is debugging an AI system fundamentally different than debugging a traditional software system?

Debugging generative AI is a whole new mindset. As Mark Russinovich explains, LLMs are probabilistic, agentic systems build on ...

2:05
Is debugging an AI system fundamentally different than debugging a traditional software system?

861 views

1mo ago

PolitePixels
Debug Kubernetes With Large Language Models

Discover how to revolutionize your Kubernetes cluster management using the power of Large Language Models (LLMs) in this ...

7:17
Debug Kubernetes With Large Language Models

8,917 views

3y ago

Microsoft Developer
Advanced Playwright Debugging and Test Resilience | DEM499

Modern web applications demand robust testing and rapid debugging processes. In this session, we will explore how to leverage ...

14:07
Advanced Playwright Debugging and Test Resilience | DEM499

5,037 views

1y ago

Lightning AI
Unit 2.5 | Debugging Code

Follow along with Unit 2 in a Lightning AI Studio, an online reproducible environment created by Sebastian Raschka, that ...

4:18
Unit 2.5 | Debugging Code

839 views

2y ago

Lightning AI
Unit 6.8 | Debugging Deep Neural Networks | Part 1

Follow along with Unit 6 in a Lightning AI Studio, an online reproducible environment created by Sebastian Raschka, that ...

3:16
Unit 6.8 | Debugging Deep Neural Networks | Part 1

815 views

2y ago

Simons Institute for the Theory of Computing
Debugging genomic profiling experiments and predictive models with interpretation tools

Anshul Kundaje (Stanford University) https://simons.berkeley.edu/talks/anshul-kundaje-stanford-university-2024-06-10 ...

1:04:24
Debugging genomic profiling experiments and predictive models with interpretation tools

273 views

Streamed 2y ago

AI Engineering with Peeush
You Can't Debug What You Can't See — Adding Step-Level Observability to Your ML Pipeline (Part 4)

Your ML pipeline failed at 2 AM. No alert. No idea which step broke or why. That's not a code problem — that's an observability ...

8:52
You Can't Debug What You Can't See — Adding Step-Level Observability to Your ML Pipeline (Part 4)

2 views

2w ago

Yegor Bugayenko
PPA 10/10: Code Analysis With Machine Learning [program analysis crash course]

A lecture for BSc students in Innopolis University. Blog: https://www.yegor256.com Books: https://www.yegor256.com/books.html ...

1:17:42
PPA 10/10: Code Analysis With Machine Learning [program analysis crash course]

1,640 views

3y ago

Mozilla
D.R.E.A.M. Debugging Bias in Artificial Intelligence with Margaret Mitchell

Artificial intelligence is being used to adjust our credit and price our insurance. "Predictive" algorithmic policing is amplifying ...

6:41
D.R.E.A.M. Debugging Bias in Artificial Intelligence with Margaret Mitchell

613 views

7y ago