Apple Tasting: Reinforcement learning for quality control
DataCafé22 Feb 2021

Apple Tasting: Reinforcement learning for quality control

Have you ever come home from the supermarket to discover one of the apples you bought is rotten? It's likely your trust for that grocer was diminished, or you might stop buying that particular brand of apples altogether. In this episode, we discuss how the quality controls in a production line need to use smart sampling methods in order to avoid sending bad products to the customer, which could ruin the reputation of both the brand and seller. To do this we describe a thought experiment ca...

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Episoder(26)

Science Communication with physicist Laurie Winkless, author of "Sticky" & "Science and the City"

Science Communication with physicist Laurie Winkless, author of "Sticky" & "Science and the City"

A key part of the scientific method is communicating the insights to an audience, for any field of research or problem context. This is where the ultimate value comes from: by sharing the cutting-edge...

2 Jun 202336min

A Culture of Innovation

A Culture of Innovation

Culture is a key enabler of innovation in an organisation. Culture underpins the values that are important to people and the motivations for their behaviours. When these values and behaviours align wi...

6 Sep 202233min

Scaling the Internet

Scaling the Internet

Do you have multiple devices connected to your internet fighting for your bandwidth? Are you asking your children (or even neighbours!) to get off the network so you can finish an important call? Rece...

30 Jul 202245min

[Bite] Documenting Data Science Projects

[Bite] Documenting Data Science Projects

Do you ever find yourself wondering what the data was you used in a project? When was it obtained and where is it stored? Or even just the way to run a piece of code that produced a previous output an...

29 Jun 202216min

Landing Data Science Projects: The Art of Change Management & Implementation

Landing Data Science Projects: The Art of Change Management & Implementation

Are people resistant to change? And if so, how do you manage that when trying to introduce and deliver innovation through Data Science? In this episode of the DataCafé we discuss the challenges faced...

31 Mai 202229min

[Bite] Version Control for Data Scientists

[Bite] Version Control for Data Scientists

Data scientists usually have to write code to prototype software, be it to preprocess and clean data, engineer features, build a model, or deploy a codebase into a production environment or other use ...

5 Mai 202215min

Deep Learning Neural Networks: Building Trust and Breaking Bias

Deep Learning Neural Networks: Building Trust and Breaking Bias

We explore one of the key issues around Deep Learning Neural Networks - how can you prove that your neural network will perform correctly? Especially if the neural network in question is at the heart ...

7 Apr 202251min

[Bite] Wordle: Winning against the algorithm

[Bite] Wordle: Winning against the algorithm

The grey, green and yellow squares taking over social media in the last few weeks is an example of the fascinating field of study known as Game Theory. In this bite episode of DataCafé we talk casual...

14 Mar 202211min

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