Deep Learning Neural Networks: Building Trust and Breaking Bias
DataCafé7 Huhti 2022

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 of a mission-critical application, such as making a real-time control decision in an autonomous car. Similarly, how can you establish if you've trained your neural network at the heart of a loan decision agent with a prebuilt bias? How can you be sure that your black box is going to adapt t...

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Jaksot(26)

Series 2 Introduction

Series 2 Introduction

Looks like we might be about to have a new Series of DataCafé! Recording date: 15 Feb 2022 Intro music by Music 4 Video Library (Patreon supporter) Send us Fan Mail Support the show Thanks for joinin...

14 Maalis 20225min

[Bite] Why Data Science projects fail

[Bite] Why Data Science projects fail

Data Science in a commercial setting should be a no-brainer, right? Firstly, data is becoming ubiquitous, with gigabytes being generated and collected every second. And secondly, there are new and mor...

21 Kesä 202119min

Data Science for Good

Data Science for Good

What's the difference between a commercial data science project and a Data Science project for social benefit? Often so-called Data Science for Good projects involve a throwing together of many people...

31 Touko 202136min

[Bite] Data Science and the Scientific Method

[Bite] Data Science and the Scientific Method

The scientific method consists of systematic observation, measurement, and experiment, and the formulation, testing, and modification of hypotheses. But what does this mean in the context of Data Scie...

3 Touko 202117min

Data Science on Mars

Data Science on Mars

On 30 July 2020 NASA launched the Mars 2020 mission from Earth carrying a rover called Perseverance, and rotorcraft called Ingenuity, to land on and study Mars. The mission so far has been a resoundin...

19 Huhti 202158min

[Bite] How to hire a great Data Scientist

[Bite] How to hire a great Data Scientist

Welcome to the first DataCafé Bite: a bite-size episode where Jason and Jeremy drop-in for a quick chat about a relevant or newsworthy topic from the world of Data Science. In this episode, we discuss...

5 Huhti 202114min

Bayesian Inference: The Foundation of Data Science

Bayesian Inference: The Foundation of Data Science

In this episode we talk about all things Bayesian. What is Bayesian inference and why is it the cornerstone of Data Science? Bayesian statistics embodies the Data Scientist and their role in the data...

23 Maalis 202142min

Apple Tasting: Reinforcement learning for quality control

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 o...

22 Helmi 202135min

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