# datasciencefestival.com

> AI-optimized mirror of datasciencefestival.com containing 49 pages totalling 32,355 words of clean markdown content, structured data, and semantic HTML. Original source: https://datasciencefestival.com/. Last updated: 2026-06-14T02:56:53.571Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [DSF 2022 Mainstage Short Version from The Loft on Vimeo](/content/site-root.html) (984 words)

## Articles & Blog Posts

- [Testimonials](/content/testimonial-sitemap-xml.html) (147 words)
- [Mainstage 2018 Gallery](/content/event/mainstage-2018/mainstage-2018-gallery/index.html) (22 words)
- [Mainstage 2021 Gallery](/content/event/mainstage-2021/mainstage-2021-gallery/index.html) (22 words)
- [Event Galleries](/content/event-sitemap-xml.html) (89 words)
- [Mainstage 2019 Gallery](/content/event/mainstage-2019/mainstage-2019-gallery/index.html) (22 words)
- [Blog Archives](/content/event/index.html) (60 words)
- [Mainstage 2017 Gallery](/content/event/mainstage-2017/mainstage-2017-gallery/index.html) (22 words)
- [Data Science Festival Blog](/content/category-sitemap-xml.html) (8 words)
- [Case Studies](/content/case_study-sitemap-xml.html) (32 words)
- [event_status-sitemap-xml.html](/content/event_status-sitemap-xml.html) (4 words)
- [attachment-sitemap2-xml.html](/content/attachment-sitemap2-xml.html) (2,000 words)
- [post-sitemap-xml.html](/content/post-sitemap-xml.html) (337 words)
- [attachment-sitemap3-xml.html](/content/attachment-sitemap3-xml.html) (1,236 words)
- [page-sitemap-xml.html](/content/page-sitemap-xml.html) (192 words)
- [session_status-sitemap-xml.html](/content/session_status-sitemap-xml.html) (4 words)
- [author-sitemap-xml.html](/content/author-sitemap-xml.html) (10 words)
- [colour-sitemap-xml.html](/content/colour-sitemap-xml.html) (8 words)
- [speaker-sitemap-xml.html](/content/speaker-sitemap-xml.html) (1,950 words)
- [attachment-sitemap-xml.html](/content/attachment-sitemap-xml.html) (2,000 words)
- [DSF Game On 2025](/content/dsf-game-on-volunteer-faq-2025/index.html) (2,022 words)
- [DSF MayDay 2023](/content/dsf-mayday-speaker-faq-2023/index.html) (1,847 words)
- [DSF MayDay 2023](/content/dsf-mayday-attendee-faq-2023/index.html) (1,393 words)
- [DSF Summer School](/content/summer-school-speaker-faq-2023/index.html) (1,829 words)
- [Attest Product](/content/2022/07/12/attest-at-data-science-festival-2022/index.html): In this article we would like to give an introduction to Attest, how DS works with the rest of the company (in particular the Data Engineers, DE), and give an overview of Attest’s DS projects. (1,256 words)
- [DSF MayDay 2023](/content/dsf-mayday-mc-faq-202/index.html) (1,730 words)
- [DSF Career Day 2025](/content/dsf-career-day-volunteer-faq-2025/index.html) (1,601 words)
- [What is a Data Warehouse?](/content/2022/05/05/data-warehouse-basics-and-design-approaches-top-down-and-bottom-up.html): We will be looking at how data warehouses help us save all this data centrally and help utilize it efficiently. (1,612 words)
- [Speaker Spotlight: Rosaria Silipo](/content/2023/01/16/speaker-spotlight-rosaria-silipo/index.html) (1,206 words)
- [7 of the Best Data Science Books For Every Student](/content/2022/01/19/7-books-every-data-science-student-should-read/index.html): This article discusses 7 of the best books you should read as a student learning about Data Science. (1,264 words)
- [10 Top Use Cases of Predictive Analytics](/content/2022/03/17/what-is-predictive-analytics/index.html): In simple terms, predictive analytics helps to predict future trends and patterns using historical data. (1,280 words)
- [Speaker Spotlight: Tom](/content/2022/12/06/speaker-spotlight-tom-matcham/index.html) (849 words)
- [Executives ranking AI ethics as important jumped from less than 50% in 2018 to nearly 75% in 2021.](/content/2022/11/29/ai-ethics-in-action/index.html) (842 words)
- [DSF MayDay Competition 2023 • Data Science Festival](/content/dsf-mayday-competition-2023/index.html) (403 words)
- [These are a few of our favourite things... by Charlotte Heggie • Data Science Festival](/content/2022/06/29/these-are-a-few-of-our-favourite-things-about-the-data-science-festival-mainstage-2022.html): There are so many things about the Festival we enjoy, but here are some of our favourite things from this year… (793 words)
- [GET IN TOUCH](/content/thank-you/index.html) (347 words)
- [Introduction to Recommender Systems](/content/2021/06/21/workshop-building-a-fashion-recommender-using-tensorflow-keras.html): This talk introduces Recommendation Systems alongside TensorFlow2 and TensorFlow Serving. (424 words)
- [Deployment of Machine Learning Models](/content/2019/04/16/building-and-deploying-reproducible-machine-learning-pipelines.html): In this talk, we will discuss the steps and challenges involved in putting a machine learning model into production. (437 words)
- [Part of the Data Science festival event hosted at Google](/content/2016/08/25/data-science-from-an-engineers-perspective/index.html): In this talk Marcin answers questions from the engineer's point of view (235 words)
- [Machine learning and AI at Deliveroo](/content/2018/05/02/how-to-create-business-impact-with-data-science/index.html): Machine learning and AI have transformed Deliveroo. In this talk, we share the case study of Deliveroo. (154 words)
- [Panel Discussion on Building a Data Science Career](/content/2017/05/10/the-elements-of-a-data-science-career/index.html): Panel discussion on how to successfully build a Data Science career (222 words)
- [How to Become a Kaggle #1: An introduction to model stacking](/content/2017/05/10/how-to-become-a-kaggle-1-an-introduction-to-model-stacking.html): Marios Michailidis explains some of the considerations for running StackNet and show how they have used it to win Kaggle competitions and generate value for dunnhumby. (144 words)
- [How do you deal with small sample sizes at scale?](/content/2018/05/18/experiment-design-with-small-sample-sizes-to-deliver-meals-at-scale.html) (206 words)
- [Deep Learning in Data Science](/content/2017/06/16/how-to-improve-your-recommender-system-with-deep-learning.html): We want to go beyond the buzzword and share concrete examples of where deep learning has been successfully used. (337 words)
- [Advanced Feature Engineering Tips and Tricks](/content/2020/06/08/advanced-feature-engineering-tips-and-tricks/index.html): This training will give you a robust set of Tips and Tricks to get the most performance in the shortest time, regardless of the algorithm you choose. (230 words)
- [Advanced SQL - YouTube](/content/2021/08/10/advanced-sql-with-slawomir-tulski/index.html) (101 words)
- [Datamine](/content/datamine/index.html) (398 words)
- [Oktoberfest 2023 Gallery](/content/event/oktoberfest-2023/oktoberfest-2023-gallery/index.html) (22 words)
- [MayDay 2023 Gallery](/content/event/mayday-2023/mayday-2023-gallery/index.html) (22 words)

## Resources

- [Full Page Index](/index.html): Browse all cached pages with rich metadata
- [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines
- [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery
- [Robots.txt](/robots.txt): Crawler directives