Add 'relative: true' to cover images

content/about/index.md

@@ -3,6 +3,7 @@ title: About Me
 author: Yanir Seroussi
 type: page
 cover:
+  relative: true
   image: profile.jpg
   alt: Yanir Seroussi's profile picture
 summary: About Yanir Seroussi, a full-stack data scientist and software engineer with over a decade of experience.

content/consult/index.md

@@ -3,6 +3,7 @@ title: Data & AI Consulting Services
 author: Yanir Seroussi
 type: page
 cover:
+  relative: true
   image: wolchulsan-cloud-bridge.webp
   caption: Let's cross bridges together.
 summary: Yanir Seroussi's Data & AI consulting services. 

content/posts/2014-04-05-kaggle-competition-summaries/index.md

@@ -7,6 +7,7 @@ url: /kaggle/
 aliases:
   - /2014/04/05/kaggle-competition-summaries/
 cover:
+  relative: true
   image: kaggle-logo-transparent.png
 summary: Pointers to all my Kaggle advice posts and competition summaries.
 tags:

content/posts/2014-08-17-datas-hierarchy-of-needs/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2014-08-17T13:09:30+00:00
 url: /2014/08/17/datas-hierarchy-of-needs/
 cover:
+  relative: true
   image: datas-hierarchy-of-needs.jpg
 summary: 'Discussing the hierarchy of needs proposed by Jay Kreps. Key takeaway: Data-driven algorithms & insights can only be as good as the underlying data.'
 tags:

content/posts/2014-08-30-building-a-bandcamp-recommender-system-part-1-motivation/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2014-08-30T08:11:38+00:00
 url: /2014/08/30/building-a-bandcamp-recommender-system-part-1-motivation/
 cover:
+  relative: true
   image: bcrecommender-screenshot.png
 summary: My motivation behind building BCRecommender, a free recommendation & discovery service for Bandcamp music. 
 tags:

content/posts/2014-09-07-building-a-recommender-system-on-a-shoestring-budget/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2014-09-07T10:48:44+00:00
 url: /2014/09/07/building-a-recommender-system-on-a-shoestring-budget/
 cover:
+  relative: true
   image: bcrecommender-architecture.png
 summary: Iterating on my BCRecommender service with the goal of keeping costs low while providing a valuable music recommendation service.
 tags:

content/posts/2014-10-07-greek-media-monitoring-kaggle-competition-my-approach/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2014-10-07T03:21:35+00:00
 url: /2014/10/07/greek-media-monitoring-kaggle-competition-my-approach/
 cover:
+  relative: true
   image: wise2014-connected-components.png
 summary: Summary of my approach to the Greek Media Monitoring Kaggle competition, where I finished 6th out of 120 teams.
 tags:

content/posts/2014-10-23-what-is-data-science/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2014-10-23T03:22:08+00:00
 url: /2014/10/23/what-is-data-science/
 cover:
+  relative: true
   image: data-skill-continuum.png
 summary: Data science has been a hot term in the past few years. Still, there isn't a single definition of the field. This post discusses my favourite definition.
 tags:

content/posts/2014-11-05-bcrecommender-traction-update/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2014-11-05T02:29:35+00:00
 url: /2014/11/05/bcrecommender-traction-update/
 cover:
+  relative: true
   image: bullseye.png
   responsiveImages: false
 summary: 'Update on BCRecommender traction using three channels: blogger outreach, search engine optimisation, and content marketing.'

content/posts/2014-11-19-fitting-noise-forecasting-the-sale-price-of-bulldozers-kaggle-competition-summary/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2014-11-19T09:17:34+00:00
 url: /2014/11/19/fitting-noise-forecasting-the-sale-price-of-bulldozers-kaggle-competition-summary/
 cover:
+  relative: true
   image: noisy-bulldozers.jpg
 summary: Summary of a Kaggle competition to forecast bulldozer sale price, where I finished 9th out of 476 teams.
 tags:

content/posts/2014-12-15-seo-mostly-about-showing-up/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2014-12-15T04:25:25+00:00
 url: /2014/12/15/seo-mostly-about-showing-up/
 cover:
+  relative: true
   image: bcrecommender-search-queries.png
   responsiveImages: false
 summary: Increasing SEO traffic to BCRecommender by adding content and opening up more pages for crawling. It turns out that thin content is better than no content.

content/posts/2015-01-15-automating-parse-com-bulk-data-imports/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-01-15T04:41:16+00:00
 url: /2015/01/15/automating-parse-com-bulk-data-imports/
 cover:
+  relative: true
   image: parse-hosting.jpg
 summary: A script for importing data into the Parse backend-as-a-service.
 tags:

content/posts/2015-01-29-is-thinking-like-a-search-engine-possible-yandex-search-personalisation-kaggle-competition-summary-part-1/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-01-29T10:37:39+00:00
 url: /2015/01/29/is-thinking-like-a-search-engine-possible-yandex-search-personalisation-kaggle-competition-summary-part-1/
 cover:
+  relative: true
   image: artificial-intelligence.jpg
 summary: Insights on search personalisation and SEO from participating in a Kaggle competition (finished 9th out of 194 teams).
 tags:

content/posts/2015-02-11-learning-to-rank-for-personalised-search-yandex-search-personalisation-kaggle-competition-summary-part-2/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-02-11T06:34:17+00:00
 url: /2015/02/11/learning-to-rank-for-personalised-search-yandex-search-personalisation-kaggle-competition-summary-part-2/
 cover:
+  relative: true
   image: rating.png
   responsiveImages: false
 summary: My team's solution to the Yandex Search Personalisation competition (finished 9th out of 194 teams).

content/posts/2015-03-22-the-long-road-to-a-lifestyle-business/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-03-22T09:43:47+00:00
 url: /2015/03/22/the-long-road-to-a-lifestyle-business/
 cover:
+  relative: true
   image: overland-track.jpg
 summary: Progress since leaving my last full-time job and setting on an independent path that includes data science consulting and work on my own projects.
 tags:

content/posts/2015-03-30-phd-work/index.md

@@ -7,6 +7,7 @@ url: /phd-work/
 aliases:
   - /2015/03/30/phd-work/
 cover:
+  relative: true
   image: thesis.jpg
 summary: 'An overview of my PhD in data science / artificial intelligence. Thesis title: Text Mining and Rating Prediction with Topical User Models.'
 comments: false

content/posts/2015-04-24-my-divestment-from-fossil-fuels/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-04-24T00:19:36+00:00
 url: /2015/04/24/my-divestment-from-fossil-fuels/
 cover:
+  relative: true
   image: industry.jpg
 summary: Recent choices I've made to reduce my exposure to fossil fuels, including practical steps that can be taken by Australians and generally applicable lessons.
 tags:

content/posts/2015-05-02-first-steps-in-data-science-author-aware-sentiment-analysis/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-05-02T08:31:10+00:00
 url: /2015/05/02/first-steps-in-data-science-author-aware-sentiment-analysis/
 cover:
+  relative: true
   image: kitten-first-steps.jpg
 summary: I became a data scientist by doing a PhD, but the same steps can be followed without a formal education program.
 tags:

content/posts/2015-06-06-hopping-on-the-deep-learning-bandwagon/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-06-06T05:00:22+00:00
 url: /2015/06/06/hopping-on-the-deep-learning-bandwagon/
 cover:
+  relative: true
   image: bandcamp-album-covers-by-genre-shuffled.png
 summary: To become proficient at solving data science problems, you need to get your hands dirty. Here, I used album cover classification to learn about deep learning.
 tags:

content/posts/2015-07-06-learning-about-deep-learning-through-album-cover-classification/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-07-06T22:21:42+00:00
 url: /2015/07/06/learning-about-deep-learning-through-album-cover-classification/
 cover:
+  relative: true
   image: bandcamp-album-covers-by-genre.png
 summary: Progress on my album cover classification project, highlighting lessons that would be useful to others who are getting started with deep learning.
 tags:

content/posts/2015-07-31-goodbye-parse-com/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-07-31T03:29:50+00:00
 url: /2015/07/31/goodbye-parse-com/
 cover:
+  relative: true
   image: farewell.jpg
   responsiveImages: false
 summary: Migrating my web apps away from Parse.com due to reliability issues. Self-hosting is a better solution.

content/posts/2015-08-24-you-dont-need-a-data-scientist-yet/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-08-24T08:25:30+00:00
 url: /2015/08/24/you-dont-need-a-data-scientist-yet/
 cover:
+  relative: true
   image: hammer.jpg
 summary: Hiring data scientists prematurely is wasteful and frustrating. Here are some questions to ask before you hire your first data scientist.
 tags:

content/posts/2015-10-02-the-wonderful-world-of-recommender-systems/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-10-02T05:25:57+00:00
 url: /2015/10/02/the-wonderful-world-of-recommender-systems/
 cover:
+  relative: true
   image: recommender-universe.jpg
 summary: Giving an overview of the field and common paradigms, and debunking five common myths about recommender systems.
 tags:

content/posts/2015-10-19-nutritionism-and-the-need-for-complex-models-to-explain-complex-phenomena/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-10-19T00:02:32+00:00
 url: /2015/10/19/nutritionism-and-the-need-for-complex-models-to-explain-complex-phenomena/
 cover:
+  relative: true
   image: health-star-dish.jpg
 summary: Nutritionism is a special case of misinterpretation and miscommunication of scientific results – something many data scientists encounter in their work.
 tags:

content/posts/2015-11-04-migrating-a-simple-web-application-from-mongodb-to-elasticsearch/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-11-04T03:53:18+00:00
 url: /2015/11/04/migrating-a-simple-web-application-from-mongodb-to-elasticsearch/
 cover:
+  relative: true
   image: mongodb-to-elasticsearch.png
   responsiveImages: false
 summary: Migrating BCRecommender from MongoDB to Elasticsearch made it possible to offer a richer search experience to users at a similar cost, among other benefits.

content/posts/2015-11-23-the-hardest-parts-of-data-science/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-11-23T04:14:21+00:00
 url: /2015/11/23/the-hardest-parts-of-data-science/
 cover:
+  relative: true
   image: foggy-random-forest.jpg
 summary: Defining feasible problems and coming up with reasonable ways of measuring solutions is harder than building accurate models or obtaining clean data.
 tags:

content/posts/2015-12-08-this-holiday-season-give-me-real-insights/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2015-12-08T06:57:25+00:00
 url: /2015/12/08/this-holiday-season-give-me-real-insights/
 cover:
+  relative: true
   image: dikw-pyramid.jpg
   responsiveImages: false
 summary: Some companies present raw data or information as "insights". This post surveys some examples, and discusses how they can be turned into real insights.

content/posts/2016-01-24-the-joys-of-offline-data-collection/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2016-01-24T00:32:25+00:00
 url: /2016/01/24/the-joys-of-offline-data-collection/
 cover:
+  relative: true
   image: triaenodon-obesus-whitetip-reef-shark.jpg
 summary: Insights on data collection and machine learning from spending a month sailing, diving, and counting fish with Reef Life Survey.
 tags:

content/posts/2016-02-14-why-you-should-stop-worrying-about-deep-learning-and-deepen-your-understanding-of-causality-instead/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2016-02-14T11:04:11+00:00
 url: /2016/02/14/why-you-should-stop-worrying-about-deep-learning-and-deepen-your-understanding-of-causality-instead/
 cover:
+  relative: true
   image: correlation-xkcd.png
   responsiveImages: false
 summary: Causality is often overlooked but is of much higher relevance to most data scientists than deep learning.

content/posts/2016-03-20-the-rise-of-greedy-robots/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2016-03-20T20:33:43+00:00
 url: /2016/03/20/the-rise-of-greedy-robots/
 cover:
+  relative: true
   image: greedy-robot.jpg
 summary: Is artificial/machine intelligence a future threat? I argue that it's already here, with greedy robots already dominating our lives.
 tags:

content/posts/2016-05-15-diving-deeper-into-causality-pearl-kleinberg-hill-and-untested-assumptions/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2016-05-14T19:57:03+00:00
 url: /2016/05/15/diving-deeper-into-causality-pearl-kleinberg-hill-and-untested-assumptions/
 cover:
+  relative: true
   image: freediving.jpg
 summary: Discussing the need for untested assumptions and temporality in causal inference. Mostly based on Samantha Kleinberg's Causality, Probability, and Time.
 tags:

content/posts/2016-06-19-making-bayesian-ab-testing-more-accessible/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2016-06-19T10:32:15+00:00
 url: /2016/06/19/making-bayesian-ab-testing-more-accessible/
 cover:
+  relative: true
   image: bayesian-split-testing-calculator.png
 summary: A web tool I built to interpret A/B test results in a Bayesian way, including prior specification, visualisations, and decision rules.
 tags:

content/posts/2016-08-04-is-data-scientist-a-useless-job-title/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2016-08-04T22:26:03+00:00
 url: /2016/08/04/is-data-scientist-a-useless-job-title/
 cover:
+  relative: true
   image: silly-data-scientist.jpg
 summary: It seems like anyone who touches data can call themselves a data scientist, which makes the title useless. The work they do can still be useful, though.
 tags:

content/posts/2016-08-21-seven-ways-to-be-data-driven-off-a-cliff/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2016-08-21T21:34:17+00:00
 url: /2016/08/21/seven-ways-to-be-data-driven-off-a-cliff/
 cover:
+  relative: true
   image: data-driven-off-cliff.jpg
 summary: Seven common mistakes to avoid when working with data, such as ignoring uncertainty and confusing observed and unobserved quantities.
 tags:

content/posts/2016-09-19-ask-why-finding-motives-causes-and-purpose-in-data-science/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2016-09-19T21:28:44+00:00
 url: /2016/09/19/ask-why-finding-motives-causes-and-purpose-in-data-science/
 cover:
+  relative: true
   image: why-brick-wall-large.jpg
 summary: Video and summary of a talk I gave at the Data Science Sydney meetup, about going beyond the what & how of predictive modelling.
 tags:

content/posts/2017-01-08-customer-lifetime-value-and-the-proliferation-of-misinformation-on-the-internet/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2017-01-08T20:02:30+00:00
 url: /2017/01/08/customer-lifetime-value-and-the-proliferation-of-misinformation-on-the-internet/
 cover:
+  relative: true
   image: propaganda-graffiti.jpg
 summary: There's a lot of misleading content on the estimation of customer lifetime value. Here's what I learned about doing it well.
 tags:

content/posts/2017-06-03-exploring-and-visualising-reef-life-survey-data/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2017-06-03T00:49:05+00:00
 url: /2017/06/03/exploring-and-visualising-reef-life-survey-data/
 cover:
+  relative: true
   image: reef-life-survey-frequency-explorer-screenshot.png
 summary: Web tools I built to visualise Reef Life Survey data and assist citizen scientists in underwater visual census work.
 tags:

content/posts/2017-07-29-my-10-step-path-to-becoming-a-remote-data-scientist-with-automattic/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2017-07-29T05:39:26+00:00
 url: /2017/07/29/my-10-step-path-to-becoming-a-remote-data-scientist-with-automattic/
 cover:
+  relative: true
   image: long-remote-road.jpg
 summary: I wanted a well-paid data science-y remote job with an established company that offers a good life balance and makes products I care about. I got it eventually.
 tags:

content/posts/2017-09-02-state-of-bandcamp-recommender/index.md

@@ -7,6 +7,7 @@ url: /2017/09/02/state-of-bandcamp-recommender/
 aliases:
  - /state-of-bandcamp-recommender-september-2017/
 cover:
+  relative: true
   image: bcrecommender-homepage.jpg
 summary: Call for BCRecommender maintainers followed by a decision to shut it down, as I don't have enough time and Bandcamp now offers recommendations.
 tags:

content/posts/2017-10-15-advice-for-aspiring-data-scientists-and-other-faqs/index.md

@@ -7,6 +7,7 @@ url: /2017/10/15/advice-for-aspiring-data-scientists-and-other-faqs/
 aliases:
   - /faq/
 cover:
+  relative: true
   image: gold-coast-surfers.jpg
 summary: Frequently asked questions by visitors to this site, especially around entering the data science field.
 tags:

content/posts/2018-07-22-defining-data-science-in-2018/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2018-07-22T08:27:43+00:00
 url: /2018/07/22/defining-data-science-in-2018/
 cover:
+  relative: true
   image: what-would-you-say-you-do-here.jpg
 summary: Updating my definition of data science to match changes in the field. It is now broader than before, but its ultimate goal is still to support decisions.
 tags:

content/posts/2018-11-03-reflections-on-remote-data-science-work/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2018-11-03T06:33:13+00:00
 url: /2018/11/03/reflections-on-remote-data-science-work/
 cover:
+  relative: true
   image: angels-beach.jpg
 summary: Discussing the pluses and minuses of remote work eighteen months after joining Automattic as a data scientist.
 tags:

content/posts/2018-12-24-the-most-practical-causal-inference-book-ive-read-is-still-a-draft/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2018-12-24T02:37:50+00:00
 url: /2018/12/24/the-most-practical-causal-inference-book-ive-read-is-still-a-draft/
 cover:
+  relative: true
   image: chicken-egg-roost.jpg
 summary: Causal Inference by Miguel Hernán and Jamie Robins is a must-read for anyone interested in the area.
 tags:

content/posts/2019-01-08-hackers-beware-bootstrap-sampling-may-be-harmful/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2019-01-07T21:07:56+00:00
 url: /2019/01/08/hackers-beware-bootstrap-sampling-may-be-harmful/
 cover:
+  relative: true
   image: warning-signs.jpg
 summary: Bootstrap sampling has been promoted as an easy way of modelling uncertainty to hackers without much statistical knowledge. But things aren't that simple.
 tags:

content/posts/2019-10-06-bootstrapping-the-right-way/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2019-10-06T06:48:07+00:00
 url: /2019/10/06/bootstrapping-the-right-way/
 cover:
+  relative: true
   image: revenue-confidence-intervals.png
 summary: Video and summary of a talk I gave at YOW! Data on bootstrap estimation of confidence intervals.
 tags:

content/posts/2019-12-12-a-day-in-the-life-of-a-remote-data-scientist/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2019-12-11T22:06:19+00:00
 url: /2019/12/12/a-day-in-the-life-of-a-remote-data-scientist/
 cover:
+  relative: true
   image: remote-person-tossing-globe.jpg
 summary: Video of a talk I gave on remote data science work at the Data Science Sydney meetup.
 tags:

content/posts/2020-01-11-software-commodities-are-eating-interesting-data-science-work/index.md

@@ -5,7 +5,8 @@ type: post
 date: 2020-01-11T09:22:35+00:00
 url: /2020/01/11/software-commodities-are-eating-interesting-data-science-work/
 cover:
- image: pacman.png
+  relative: true
+  image: pacman.png
 summary: Being a data scientist can sometimes feel like a race against software commodities that replace interesting work. What can one do to remain relevant?
 tags:
   - business

content/posts/2020-08-24-many-is-not-enough-counting-simulations-to-bootstrap-the-right-way/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2020-08-24T01:35:17+00:00
 url: /2020/08/24/many-is-not-enough-counting-simulations-to-bootstrap-the-right-way/
 cover:
+  relative: true
   image: santa-counting.jpg
 summary: Going deeper into correct testing of different methods for bootstrap estimation of confidence intervals.
 tags:

content/posts/2021-04-05-some-highlights-from-2020/index.md

@@ -5,6 +5,7 @@ type: post
 date: 2021-04-05T06:41:48+00:00
 url: /2021/04/05/some-highlights-from-2020/
 cover:
+  relative: true
   image: lord-howe-island.jpg
 summary: Sharing remote teamwork insights, my climate & sustainability activism, Reef Life Survey publications, and progress on Automattic's Experimentation Platform. 
 tags: