~/talks

Chris Stucchio

where else to find them

github:chrisaffirm

what they talk about

all 6 in the filters

where they keep going back

The Fifth Elephant3 editions2018–2020

on a stage with

who talks about the same things

title	conference	date
On financial modelling, credit scoring, and risk assessment	The Fifth Elephant 2020	2020-06-19
Explains how lenders turn social, telecom and transaction traces into usable scores: extract ~10,000 features, reduce to ~100–200, train models with… Talk on
The final stage of grief (about bad data) is acceptance	The Fifth Elephant 2019	2019-07-25
Practical recipe: write a probabilistic model of how reality becomes the recorded rows and infer its hidden parameters. Uses PyMC to infer a ~10% data loss… Talk on
INTERVIEW	Machine Learning Developers Summit 2019	2019-01-30
We got a chance to catch up with Srinivasan Govindaraj of Happiest Minds Technologies at #MLDS19 -------------------------------------------------- Get in… Interview on
Chris Stucchio of Simpl at Machine Learning Developers Summit 2019	Machine Learning Developers Summit 2019	2019-01-30
Argues that production ML needs engineering rigour by showing a pay-later stack where a fraud model with ~50% recall and 1% false positive on good users yields… Talk on
So you think you know about linear regression ...	The Fifth Elephant 2018	2018-07-26
Explains how linear regression is a Bayesian generative model, where ridge regression = Gaussian prior and multicollinearity comes from a smeared likelihood… Talk on
Low rate loans for ladies, stags pay extra: The Role of Ethics in AI/ML	50p 2018	2018-02-08
Asserts that no single formalization of fairness satisfies all intuitions and shows this with concrete code and data not slogans. Demonstrations include the… Talk on
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