~/talks

David Smith

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titleconferencedate
Navigating AI MonetizationAWS AI and Data Conference 20262026-03-12
Argues that AI forces a rethink of SaaS pricing and offers a practical two‑axis framework — attribution vs autonomy — to choose between user+usage hybrid…
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Build, Evaluate and Deploy a RAG-Based Retail Copilot with Azure AIAI Engineer World's Fair 20242024-06-25
Backend walkthrough that builds a production RAG retail copilot using Azure AI Studio and prompt flow, with code run in GitHub Codespaces and data in Cosmos DB…
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Good form: How Django’s form rendering improved during the 4.x seriesDjangoCon Europe 20232023-05-29
Django 4.x switches form rendering to the template engine, adding as_div as an accessible default and a transitional renderer to preserve older table output…
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The Importance of Distribution in Enabling IoT DeploymentsThe Things Conference United States 20232023-05-17
Thirty years of deployment experience condenses into measurable claims and concrete actions not slogans 58 percent of projects fail while 12 percent fully…
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Zero-setup R workshops with GitHub Codespacesrstudio::conf(2022)2022-07-25
Creates a reproducible, zero-setup R workshop by putting an explicit .devcontainer in a GitHub repo that pulls a rocker image, installs R 4.x (example 4.2.1)…
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Sustainable Diversity - Women in GamesPocket Gamer Connects London 20202020-01-20
A studio with about 350–400 people reports 11–12% women and builds a diversity program that creates three employee networks (women, LGBTQ+, BAME), runs monthly…
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What Needs to be Done to Guarantee a Harrassment-free CompanyPocket Gamer Connects London 20202020-01-20
Companies must produce and enforce a written anti‑harassment policy (Norwegian Film Institute required it; courts have convicted firms for failing to follow…
Panel on
MLOps for R with Azure Machine Learningrstudio::conf 20192019-01-15
Demonstrates end-to-end MLOps for R using Azure Machine Learning service and the azuremlsdk for R to train, version and deploy models. Uses an RStudio compute…
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Zero-setup R workshops with GitHub Codespacesrstudio::conf 20192019-01-15
Clicking the GitHub Code button launches a GitHub Codespaces dev environment in about 10–20 seconds that pulls a rocker container, installs R 4.2.1 plus the…
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Real-Time Big Data Analytics with RPASS Business Analytics Conference 20152015-04-20
Shows how R plus Revolution R builds a real-time ad-click predictor: a logistic model trained on 1 million rows with 5% positive clicks (training run ~4…
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