Machine Learning Explainability & Bias Detection with Watson OpenScale

Machine Learning Explainability & Bias Detection with Watson OpenScale

In this video, you'll learn how to do exactly that using Watson OpenScale. in 20ish minutes I'll walk you through how to leverage Watson OpenScale for machine learning explainability, debiasing and drift detection.

So you've built a model.

It's deployed.

Now what?

How do you know if it's performing well?

How do you keep track of predictions?

Better yet, how do you explain them?

In this video, you'll learn how to do exactly that using Watson OpenScale. in 20ish minutes I'll walk you through how to leverage Watson OpenScale for machine learning explainability, debiasing and drift detection.

In this video you'll learn how to:

  1. Setting up Watson OpenScale
  2. Viewing Model Performance Metrics like Accuracy, AUC, Precision
  3. Debiasing Machine Learning Predictions
  4. Explaining and Interpret Machine Learning Model Predictions

Links Mentioned IBM Cloud Register: https://cloud.ibm.com/registration Watson OpenScale: https://cloud.ibm.com/catalog/services/watson-openscale

Chapters 0:00 - Start 0:27 - Explainer 1:26 - How it Works 2:03 - Setup Watson OpenScale 6:21 - Evaluating Model Performance 12:30 - Mitigating and Detecting Bias in ML Models 14:39 - Explaining and Interpreting Predictions 17:09 - What-If Scenario Modelling using OpenScale 19:23 - Tracking Model Quality 20:19 - Evaluating Model and Data Drift 22:47 - Wrap Up

Oh, and don't forget to connect with me! LinkedIn: https://bit.ly/324Epgo Facebook: https://bit.ly/3mB1sZD GitHub: https://bit.ly/3mDJllD Patreon: https://bit.ly/2OCn3UW Join the Discussion on Discord: https://bit.ly/3dQiZsV

Happy coding! Nick

P.s. Let me know how you go and drop a comment if you need a hand!

watson openscale

What is Geek Coin

What is GeekCash, Geek Token

Best Visual Studio Code Themes of 2021

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Machine Learning Explainability & Bias Detection with Watson OpenScale

In this video, you'll learn how to do exactly that using Watson OpenScale. in 20ish minutes I'll walk you through how to leverage Watson OpenScale for machine learning explainability, debiasing and drift detection.

Speech to Text and Language Translator with Python and Watson

In this case, by stacking the Watson Speech to Text API and the Watson Language Translation API you're able to convert audio in one language to text in another in 15'ish minutes (the actual process runs in seconds).

Live Speech to Text with Watson Speech to Text and Python | FREE Speech to Text API

Live Speech to Text with Watson Speech to Text and Python - We'll use the FREE tier of the Watson Speech to Text service to transcribe audio from your microphone live. You'll be able to see the transcription as it's being spoke. And better yet, you can leverage the pre-written code to do it!

IBM Watson Just Analysed a TV Debate. Read to Know How

IBM Watson, using key point analysis, synthesised thousands of responses received from the public to incorporate into the debate.

AI Speech to Text for Long Files in 15 Minutes with Watson STT and Python

Bored of those dull lectures?Tired of watching replays of tedious meetings?Get the cliff notes using Watson Speech to Text!Transcribing large files using Spe...