├── .eslintrc.json ├── .github └── workflows │ └── build.yml ├── .gitignore ├── .prettierignore ├── .prettierrc ├── CNAME ├── LICENSE ├── README.md ├── gatsby-browser.js ├── gatsby-config.js ├── gatsby-node.js ├── package.json ├── src ├── assets │ ├── 1688-architecture.jpg │ ├── airbnb-backfill.jpg │ ├── airflow-landing-time.jpg │ ├── alibaba-bst-results.jpg │ ├── alibaba-bst.jpg │ ├── alibaba-din.jpg │ ├── alibaba-gin-relationships.jpg │ ├── alibaba-gin.jpg │ ├── alibaba-ranking-design.jpg │ ├── alibaba-reranker.jpg │ ├── alibaba-retrieval-design.jpg │ ├── alibaba-user-model.jpg │ ├── amazon-search-augmentation.jpg │ ├── amazon-search-hinge-loss.jpg │ ├── amazon-search-nn.jpg │ ├── amazon-search-tokens.jpg │ ├── amundsen-column-stats.jpg │ ├── amundsen-detail-page.jpg │ ├── ann-benchmarks.jpg │ ├── applied-ml.mdx │ ├── arrow.jpg │ ├── atlas-amundsen.jpg │ ├── atlas-tag-propagation.jpg │ ├── batch-vs-stream.jpg │ ├── bayesian-bandit.jpg │ ├── bd-rl-adsys.jpg │ ├── bd-rl-recsys.jpg │ ├── beta-distribution.jpg │ ├── boxplot.jpg │ ├── cips.jpg │ ├── conceptnet.jpg │ ├── contextual-bandit.jpg │ ├── contributions-welcome-brightgreen.svg │ ├── datahub-owners.jpg │ ├── deepfm_fm.jpg │ ├── discovery-2x2.jpg │ ├── discovery-system-design.jpg │ ├── doordash-active-learning.jpg │ ├── doordash-asian.jpg │ ├── doordash-graph.jpg │ ├── doordash-kfc.jpg │ ├── doordash-search-design.jpg │ ├── embedding-augmentation.jpg │ ├── facebook-retrieval-design.jpg │ ├── facebook-seals.jpg │ ├── fb-search-nn.jpg │ ├── feature-stores-v2.jpg │ ├── full-cycle-dev.jpg │ ├── gojek-feast.jpg │ ├── google-rl.jpg │ ├── grubhub-embedding.jpg │ ├── influence-2x2.jpg │ ├── information-density.jpg │ ├── inherent-randomness.jpg │ ├── instagram-architecture.gif │ ├── ips-comparisons.jpg │ ├── ips.jpg │ ├── jd-model-server.jpg │ ├── jd-negative-mix.jpg │ ├── jd-retrieval-design.jpg │ ├── jd-rl-model.jpg │ ├── jd-search-nn.jpg │ ├── linkedin-offline-design.jpg │ ├── linkedin-online-design.jpg │ ├── lit-note.jpg │ ├── load-balancer.gif │ ├── mediator.jpg │ ├── ml-development-cycle.jpg │ ├── ml-development-cycle.png │ ├── mlt.jpg │ ├── ms-dueling-bandit.jpg │ ├── ms-rl-model.jpg │ ├── multi-level-bandit.jpg │ ├── nemo-search.jpg │ ├── netflix-home.jpg │ ├── netflix-horizontal-scroll.jpg │ ├── netflix-shared-encoders.jpg │ ├── netflix-snapshots.jpg │ ├── obp.jpg │ ├── onboarding.jpg │ ├── pandas_read.jpg │ ├── paper-list.jpg │ ├── perm-note.jpg │ ├── position-bias.jpg │ ├── proxy.jpg │ ├── query-processing.jpg │ ├── randpair.jpg │ ├── randtopn.jpg │ ├── recsplanations.jpg │ ├── replay-netflix.jpg │ ├── rfy.jpg │ ├── scatterplot.jpg │ ├── shap-force-plot.jpg │ ├── shap-summary-plot.jpg │ ├── snips.jpg │ ├── snorkel-drybell-design.jpg │ ├── snorkel-drybell-template.jpg │ ├── spotify-model.jpg │ ├── summaries-in-tweets.svg │ ├── tencent-lookalike-model.jpg │ ├── tencent-overall-system.jpg │ ├── tencent-user-model.jpg │ ├── testing-ml-flow.jpg │ ├── tripadvisor-model.jpg │ ├── uber-dqm.jpg │ ├── uber-dual-store.jpg │ ├── uber-embedding.jpg │ ├── uber-expansion.jpg │ ├── uber-graph.jpg │ ├── ubereats-hinge-loss.jpg │ ├── ucb.jpg │ ├── work-docs.jpg │ ├── yahoo-click-graph.jpg │ ├── youtube-architecture.jpg │ ├── youtube-ranking.jpg │ └── youtube-retrieval.jpg ├── components │ ├── button.js │ ├── button.styles.css │ ├── category.js │ ├── codeblock.js │ ├── figure-caption.js │ ├── image.js │ ├── layout.css │ ├── layout.js │ ├── mentor.js │ ├── resource.js │ ├── seo.js │ ├── subscribe.js │ └── subscribe.styles.css ├── data │ └── resources.yaml ├── markdown │ ├── interviews │ │ ├── adam-laiacano.mdx │ │ ├── aditya-nambiar.mdx │ │ ├── alexey-grigorev.mdx │ │ ├── apoorva-joshi.mdx │ │ ├── benjamin-wilson.mdx │ │ ├── chirasmita-mallick.mdx │ │ ├── daliana-liu.mdx │ │ ├── erik-bernhardsson.mdx │ │ ├── ethan-rosenthal.mdx │ │ ├── eugene-yan.mdx │ │ ├── hamel-husain.mdx │ │ ├── jacopo-tagliabue.mdx │ │ ├── jeremy-jordan.mdx │ │ ├── neal-lathia.mdx │ │ ├── nihit-desai.mdx │ │ ├── nirant-kasliwal.mdx │ │ ├── poorna-kumar.mdx │ │ ├── pranam-janney.mdx │ │ ├── pratik-bhavsar.mdx │ │ ├── ryan-vilim.mdx │ │ ├── samantha-zeitlin.mdx │ │ ├── shreya-jain.mdx │ │ ├── susan-shu.mdx │ │ ├── template.mdx │ │ ├── timothy-wolodzko.mdx │ │ ├── vicki-boykis.mdx │ │ └── willem-pienaar.mdx │ └── posts │ │ ├── assorted-advice.mdx │ │ ├── bandits.mdx │ │ ├── counterfactual.mdx │ │ ├── data-discovery.mdx │ │ ├── data-labeling.mdx │ │ ├── design-patterns.mdx │ │ ├── discovery-system-design.mdx │ │ ├── end-to-end.mdx │ │ ├── feature-stores.mdx │ │ ├── first-rule-of-ml.mdx │ │ ├── influencing-without-authority.mdx │ │ ├── keep-learning.mdx │ │ ├── ml-design-docs.mdx │ │ ├── ml-in-prod-challenges.mdx │ │ ├── ml-in-prod-maintanance.mdx │ │ ├── ml-testing.mdx │ │ ├── onboarding.mdx │ │ ├── personalization.mdx │ │ ├── position-bias.mdx │ │ ├── read-papers.mdx │ │ ├── real-time-recommendations.mdx │ │ ├── rl-for-recsys.mdx │ │ ├── search-query-matching.mdx │ │ ├── template.mdx │ │ ├── why-what-how.mdx │ │ └── write-15-5s.mdx ├── pages │ ├── 404.js │ ├── about.js │ ├── index.js │ ├── mentors.js │ └── resources.js ├── templates │ └── post.js └── utils │ └── typography.js └── static ├── CNAME ├── android-chrome-192x192.png ├── android-chrome-512x512.png ├── default-og-image.png ├── favicon-16x16.png ├── favicon-32x32.png └── global.css /.eslintrc.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugeneyan/applyingml/HEAD/.eslintrc.json -------------------------------------------------------------------------------- /.github/workflows/build.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugeneyan/applyingml/HEAD/.github/workflows/build.yml -------------------------------------------------------------------------------- /.gitignore: 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