<!doctypehtml><html data-wf-domain=www.timdavis.com data-wf-page=5e08861d0d37a1fe99298083 data-wf-site=5e08861d0d37a174ae29805a><meta charset=utf-8><title>
   Tim Davis
  </title><meta content="Personal Blog of Tim Davis - Product Manager at Google who loves all things technology, startups, finance, law, business and running."name=description><meta content="Tim Davis"property=og:title><meta content="Personal Blog of Tim Davis - Product Manager at Google who loves all things technology, startups, finance, law, business and running."property=og:description><meta content="Tim Davis"property=twitter:title><meta content="Personal Blog of Tim Davis - Product Manager at Google who loves all things technology, startups, finance, law, business and running."property=twitter:description><meta content=website property=og:type><meta content=summary_large_image name=twitter:card><meta content=width=device-width,initial-scale=1 name=viewport><meta content=l3KTBenX96Kk8yyuJ83yFPkjlXzz62UcLcYVQCNdXcI name=google-site-verification><link href=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/css/tims-blog-project.webflow.c2893a4af.min.css rel=stylesheet><script src=https://ajax.googleapis.com/ajax/libs/webfont/1.6.26/webfont.js></script><script>WebFont.load({  google: {    families: ["Open Sans:300,300italic,400,400italic,600,600italic,700,700italic,800,800italic","Montserrat:100,100italic,200,200italic,300,300italic,400,400italic,500,500italic,600,600italic,700,700italic,800,800italic,900,900italic","Noto Sans HK:regular,500,700"]  }});</script><script>!function(o,c){var n=c.documentElement,t=" w-mod-";n.className+=t+"js",("ontouchstart"in o||o.DocumentTouch&&c instanceof DocumentTouch)&&(n.className+=t+"touch")}(window,document);</script><link rel="shortcut icon"href=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e35de027aa7cf97aba09385_facivon-large.jpg type=image/x-icon><link href=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e35de52c62330524a14059a_facivon-large%20(1).jpg rel=apple-touch-icon><script async src=https://www.googletagmanager.com/gtag/js?id=UA-125633743-2></script><script>window.dataLayer = window.dataLayer || [];function gtag(){dataLayer.push(arguments);}gtag('js', new Date());gtag('config', 'UA-125633743-2', {'anonymize_ip': false});</script><body><div class=page-wrapper><div class=subscribe-popup><div class=popup><a class="close-button w-inline-block"data-w-id=815c6cd4-8036-9e9d-af11-10e598a3accc href=#> <img alt src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1017b2981b7_x.svg> </a><div class=subscribe-popup-image></div><div class=popup-info><h3>ð¬ <br> Get my posts delivered <br> to your Inbox!</h3><p class="paragraph-small text-grey">Get interesting content delivered right to your inbox.<div class="full-width w-form"><form data-name="Footer Form"class=subscribe-popup-grid id=wf-form-Footer-Form name=wf-form-Footer-Form><input class="input w-input"data-name="Footer Subscribe 2"placeholder="Email address"id=Footer-Subscribe-2 maxlength=256 name=Footer-Subscribe-2 required type=email><input class="button w-button"type=submit value=Subscribe><div class=form-info id=w-node-_3a6d75b8-c251-940d-8ed9-73c31209ac7d-98a3acca>No spam ever. Read my <a class=text-link-dark href=/privacy/policy> Privacy Policy </a></div></form><div class="form-success w-form-done"><div>Thank you! Your submission has been received!</div></div><div class="form-error w-form-fail"><div>Oops! Something went wrong while submitting the form.</div></div></div></div></div><div class=popup-overlay data-w-id=8320a785-99cd-bbdc-fd84-db16e1cc82eb></div></div><div class="nav-bar-v1 w-nav"data-animation=default data-collapse=medium data-duration=400 data-easing=ease data-easing2=ease id=Navigation role=banner><div class="wrapper nav-bar-v1-wrapper"><a class="nav-brand-v1 w-nav-brand w--current"aria-current=page href=/> <img alt class=nav-logo src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e0c6bc97436084b63f4e5e4_td-logo.png> <div class=nav-logo-text>Tim Davis</div> </a><nav class="nav-menu-v1 w-nav-menu"role=navigation><div class="container w-container"><a class="nav-link-6 w-nav-link"href=/about/me> About </a><a class="nav-link-6 w-nav-link"href=/notes> Notes </a><a class="nav-link-6 w-nav-link"href=/papers> Papers </a><a class="nav-link-6 w-nav-link"href=/quotes> Quotes </a><a class="nav-link-6 w-nav-link"href=/contact/me> Contact </a></div><form class="search-form w-form"action=/search><input class="search-form-input-2 w-input"placeholder=" Search..."id=search maxlength=256 name=query required type=search><input class="search-button-2 w-button"type=submit></form></nav><div class=nav-right><a class="button-2 subscribe-button w-button"data-w-id=485392da-1c6a-583b-d060-7d8e4d8d3703 href=#> Subscribe </a></div><div class="menu-button w-nav-button"><div class=menu-icon><div class=menu-line-top></div><div class=menu-line-middle></div><div class=menu-line-bottom></div></div></div></div></div><div class="section wf-section"><div class="homepageheader w-container"><h2 class=heading>Tim Davis</h2><div><h5 class="heading-3 home-page-job">Google Product Manager</h5></div><div><p class=home-page-title-paragraph>I blog about Technology, Law, Startups, Silicon Valley, Finance and Running.</div></div></div><div class="section wf-section"><div class="wrapper w-container"><div class=grid-v3><div class="grid-v3-column w-dyn-list"><div class="grid-v3-side-posts w-dyn-items"role=list><div class="grid-v3-side-post w-dyn-item"role=listitem><div class=post-card><a class="thumbnail-small w-inline-block"href=/posts/mlir-open-source-infrastructure-for-the-world> <div style="background-color:hsla(148.08510638297872, 45.45%, 43.71%, 1.00)"class=badge>Technology</div> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e364bbef4dd53ee583aaeff_tensorflow.png")></div> </a><a class="post-heading-link w-inline-block"href=/posts/mlir-open-source-infrastructure-for-the-world> <h5 class=post-heading-small>MLIR - Open Source Infrastructure for the world</h5> </a><div class=post-info><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a18fe72981a4_calendar.svg><div>Sep 10, 2019</div></div><div class=post-info-block><div class=divider-small></div><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div><div class="grid-v3-side-post w-dyn-item"role=listitem><div class=post-card><a class="thumbnail-small w-inline-block"href=/posts/google-i-o-on-device-ml-with-tensorflow-lite> <div style="background-color:hsla(148.08510638297872, 45.45%, 43.71%, 1.00)"class=badge>Technology</div> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e2a7b5976f903852ae36996_google-io-timdavis.jpeg")></div> </a><a class="post-heading-link w-inline-block"href=/posts/google-i-o-on-device-ml-with-tensorflow-lite> <h5 class=post-heading-small>Google I/O & On-Device ML with TensorFlow Lite</h5> </a><div class=post-info><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a18fe72981a4_calendar.svg><div>May 23, 2019</div></div><div class=post-info-block><div class=divider-small></div><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div></div></div><div class="collection-list-wrapper w-dyn-list"><div class=w-dyn-items role=list><div class="grid-v3-main-post w-dyn-item"role=listitem><div class=post-card><a class="thumbnail-big w-inline-block"href=/posts/infinite-series-become-a-product-manager-change-the-world> <div style="background-color:hsla(148.08510638297872, 45.45%, 43.71%, 1.00)"class=badge>Technology</div> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5f433005fc77436112362ed7_social-website-cover-image.jpeg")></div> </a><a class="post-heading-link w-inline-block"href=/posts/infinite-series-become-a-product-manager-change-the-world> <h2 class=post-heading-big>Infinite Series - Become a Product Manager & change the world</h2> </a><div class=post-summary>Online classes in product management from industry leaders to grow your skillset and learn the best techniques in building and scaling products.</div><div class=post-info><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a18fe72981a4_calendar.svg><div>Aug 24, 2020</div></div><div class=post-info-block><div class=divider-small></div><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div></div></div><div class="grid-v3-column w-dyn-list"><div class="grid-v3-side-posts w-dyn-items"role=list><div class="grid-v3-side-post w-dyn-item"role=listitem><div class=post-card><a class="thumbnail-small w-inline-block"href=/posts/machine-learning-crash-course-summarized> <div style="background-color:hsla(148.08510638297872, 45.45%, 43.71%, 1.00)"class=badge>Technology</div> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e31d2ecd02faaa570339928_machine-learning.jpg")></div> </a><a class="post-heading-link w-inline-block"href=/posts/machine-learning-crash-course-summarized> <h5 class=post-heading-small>Machine learning crash course summarized</h5> </a><div class=post-info><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a18fe72981a4_calendar.svg><div>Oct 29, 2018</div></div><div class=post-info-block><div class=divider-small></div><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>60</div><div>Â min read</div></div></div></div></div><div class="grid-v3-side-post w-dyn-item"role=listitem><div class=post-card><a class="thumbnail-small w-inline-block"href=/posts/ai-in-africa-and-gan-humor> <div style="background-color:hsla(148.08510638297872, 45.45%, 43.71%, 1.00)"class=badge>Technology</div> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e31d3d0703f6b084bc31781_africa.jpg")></div> </a><a class="post-heading-link w-inline-block"href=/posts/ai-in-africa-and-gan-humor> <h5 class=post-heading-small>AI in Africa and GAN humor</h5> </a><div class=post-info><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a18fe72981a4_calendar.svg><div>Aug 13, 2018</div></div><div class=post-info-block><div class=divider-small></div><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>4</div><div>Â min read</div></div></div></div></div></div></div></div></div></div><div class="section wf-section"><div class="wrapper w-container"><div class=subscribe-v1><h4>Get my latest posts <br> delivered to your inbox</h4><div class=w-form><form data-name="Email Form"id=email-form name=email-form><div class="w-layout-grid subscribe-v1-grid"><input class="input no-margin w-input"data-name="Subscribe V 4 Email 2"placeholder="Email Address"id=Subscribe-v4-Email-2 maxlength=256 name=Subscribe-v4-Email-2 required type=email><input class="button w-button"data-wait="Please wait..."type=submit value=Subscribe></div><div class=form-info>No spam ever. Read my <a class=text-link-dark href=/privacy/policy> Privacy Policy </a></div></form><div class="form-success w-form-done"><div>Thank you! Your submission has been received!</div></div><div class="form-error w-form-fail"><div>Oops! Something went wrong while submitting the form.</div></div></div></div></div></div><div class="section top-section wf-section"><div class="wrapper w-container"><div class="slider-v4 w-slider"data-animation=slide data-autoplay=false data-autoplay-limit=0 data-delay=4000 data-disable-swipe=false data-duration=600 data-easing=ease data-hide-arrows=false data-infinite=true data-nav-spacing=2><div class=slider-v4-info><h4>Trending Now</h4></div><div class=w-slider-mask><div class="slide-v4 w-slide"><div class="full-height w-dyn-list"><div class="full-height w-dyn-items"role=list><div class="full-height w-dyn-item"role=listitem><div class=slide-v4-post><a class="slide-v4-thumbnail w-inline-block"href=/posts/infinite-series-become-a-product-manager-change-the-world> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5f433005fc77436112362ed7_social-website-cover-image.jpeg")></div> </a><div class=slide-v4-info><a class="post-heading-link w-inline-block"href=/posts/infinite-series-become-a-product-manager-change-the-world> <h5 class=trending-slides-header>Infinite Series - Become a Product Manager & change the world</h5> </a><div class="post-info slider-v2-info"><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div></div></div></div></div><div class="slide-v4 w-slide"><div class="full-height w-dyn-list"><div class="full-height w-dyn-items"role=list><div class="full-height w-dyn-item"role=listitem><div class=slide-v4-post><a class="slide-v4-thumbnail w-inline-block"href=/posts/google-i-o-on-device-ml-with-tensorflow-lite> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e2a7b5976f903852ae36996_google-io-timdavis.jpeg")></div> </a><div class=slide-v4-info><a class="post-heading-link w-inline-block"href=/posts/google-i-o-on-device-ml-with-tensorflow-lite> <h5 class=trending-slides-header>Google I/O & On-Device ML with TensorFlow Lite</h5> </a><div class="post-info slider-v2-info"><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div></div></div></div></div><div class="slide-v4 w-slide"><div class="full-height w-dyn-list"><div class="full-height w-dyn-items"role=list><div class="full-height w-dyn-item"role=listitem><div class=slide-v4-post><a class="slide-v4-thumbnail w-inline-block"href=/posts/machine-learning-crash-course-summarized> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e31d2ecd02faaa570339928_machine-learning.jpg")></div> </a><div class=slide-v4-info><a class="post-heading-link w-inline-block"href=/posts/machine-learning-crash-course-summarized> <h5 class=trending-slides-header>Machine learning crash course summarized</h5> </a><div class="post-info slider-v2-info"><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>60</div><div>Â min read</div></div></div></div></div></div></div></div></div><div class="slide-v4 w-slide"><div class="full-height w-dyn-list"><div class="full-height w-dyn-items"role=list><div class="full-height w-dyn-item"role=listitem><div class=slide-v4-post><a class="slide-v4-thumbnail w-inline-block"href=/posts/how-ai-can-improve-the-world-and-ablation-studies> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e31d166f70561f8ec9e673f_ai-world.jpg")></div> </a><div class=slide-v4-info><a class="post-heading-link w-inline-block"href=/posts/how-ai-can-improve-the-world-and-ablation-studies> <h5 class=trending-slides-header>How AI can improve the world and Ablation studies</h5> </a><div class="post-info slider-v2-info"><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div></div></div></div></div><div class="slide-v4 w-slide"><div class="full-height w-dyn-list"><div class="full-height w-dyn-items"role=list><div class="full-height w-dyn-item"role=listitem><div class=slide-v4-post><a class="slide-v4-thumbnail w-inline-block"href=/posts/the-career-opportunity-matrix> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e31cc2bf705615fa79e11a5_career-opportunity.png")></div> </a><div class=slide-v4-info><a class="post-heading-link w-inline-block"href=/posts/the-career-opportunity-matrix> <h5 class=trending-slides-header>The career opportunity matrix</h5> </a><div class="post-info slider-v2-info"><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div></div></div></div></div><div class="slide-v4 w-slide"><div class="full-height w-dyn-list"><div class="full-height w-dyn-items"role=list><div class="full-height w-dyn-item"role=listitem><div class=slide-v4-post><a class="slide-v4-thumbnail w-inline-block"href=/posts/supportive-confrontation-high-performance-leadership> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e311611e800ca7274775659_supportive.jpeg")></div> </a><div class=slide-v4-info><a class="post-heading-link w-inline-block"href=/posts/supportive-confrontation-high-performance-leadership> <h5 class=trending-slides-header>Supportive Confrontation: High Performance Leadership</h5> </a><div class="post-info slider-v2-info"><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div></div></div></div></div></div><div class="slider-v4-arrow w-slider-arrow-left"><img alt class=slider-v5-arrow-icon src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1fb802981b8_left.svg></div><div class="slider-v4-arrow right w-slider-arrow-right"><img alt class=slider-v5-arrow-icon src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a16ebf2981ad_right.svg></div><div class="slider-v4-nav w-slider-nav w-slider-nav-invert w-round"></div></div></div></div><div class="section top-section wf-section"><div class="wrapper w-container"><div class="collection-list-wrapper w-dyn-list"><div class="grid-small w-dyn-items"role=list><div class=w-dyn-item role=listitem><div class=post-card><a class="thumbnail-small w-inline-block"href=/posts/ai-datasets-and-stanford-nlp> <div style="background-color:hsla(148.08510638297872, 45.45%, 43.71%, 1.00)"class=badge>Technology</div> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e31cdc0f70561312c9e1c30_data.jpg")></div> </a><a class="post-heading-link w-inline-block"href=/posts/ai-datasets-and-stanford-nlp> <h5 class=post-heading-small>AI Datasets and StanfordNLP</h5> </a><div class=post-info><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a18fe72981a4_calendar.svg><div>Aug 13, 2018</div></div><div class=post-info-block><div class=divider-small></div><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>3</div><div>Â min read</div></div></div></div></div><div class=w-dyn-item role=listitem><div class=post-card><a class="thumbnail-small w-inline-block"href=/posts/ml-text-classification-google> <div style="background-color:hsla(148.08510638297872, 45.45%, 43.71%, 1.00)"class=badge>Technology</div> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e31cf0ef7056101eb9e5460_text-classification.png")></div> </a><a class="post-heading-link w-inline-block"href=/posts/ml-text-classification-google> <h5 class=post-heading-small>ML Text Classification from Google</h5> </a><div class=post-info><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a18fe72981a4_calendar.svg><div>Jul 30, 2018</div></div><div class=post-info-block><div class=divider-small></div><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div><div class=w-dyn-item role=listitem><div class=post-card><a class="thumbnail-small w-inline-block"href=/posts/global-ai-strategies> <div style="background-color:hsla(148.08510638297872, 45.45%, 43.71%, 1.00)"class=badge>Technology</div> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e31cfc82639f86d10033011_global-ai.jpg")></div> </a><a class="post-heading-link w-inline-block"href=/posts/global-ai-strategies> <h5 class=post-heading-small>Global AI Strategies</h5> </a><div class=post-info><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a18fe72981a4_calendar.svg><div>Jul 9, 2018</div></div><div class=post-info-block><div class=divider-small></div><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div><div class=w-dyn-item role=listitem><div class=post-card><a class="thumbnail-small w-inline-block"href=/posts/how-ai-can-improve-the-world-and-ablation-studies> <div style="background-color:hsla(148.08510638297872, 45.45%, 43.71%, 1.00)"class=badge>Technology</div> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e31d166f70561f8ec9e673f_ai-world.jpg")></div> </a><a class="post-heading-link w-inline-block"href=/posts/how-ai-can-improve-the-world-and-ablation-studies> <h5 class=post-heading-small>How AI can improve the world and Ablation studies</h5> </a><div class=post-info><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a18fe72981a4_calendar.svg><div>Jul 2, 2018</div></div><div class=post-info-block><div class=divider-small></div><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div><div class=w-dyn-item role=listitem><div class=post-card><a class="thumbnail-small w-inline-block"href=/posts/the-career-opportunity-matrix> <div style="background-color:hsla(220, 85.12%, 43.30%, 1.00)"class=badge>Product Management</div> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e31cc2bf705615fa79e11a5_career-opportunity.png")></div> </a><a class="post-heading-link w-inline-block"href=/posts/the-career-opportunity-matrix> <h5 class=post-heading-small>The career opportunity matrix</h5> </a><div class=post-info><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a18fe72981a4_calendar.svg><div>Mar 12, 2018</div></div><div class=post-info-block><div class=divider-small></div><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div><div class=w-dyn-item role=listitem><div class=post-card><a class="thumbnail-small w-inline-block"href=/posts/thanks-for-the-free-air-and-not-much-else> <div style="background-color:hsla(148.08510638297872, 100.00%, 33.33%, 1.00)"class=badge>Personal</div> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e31147383dd661b8651b5d2_flying.jpg")></div> </a><a class="post-heading-link w-inline-block"href=/posts/thanks-for-the-free-air-and-not-much-else> <h5 class=post-heading-small>Thanks for the free air. And not much else Air New Zealand.</h5> </a><div class=post-info><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a18fe72981a4_calendar.svg><div>Nov 5, 2017</div></div><div class=post-info-block><div class=divider-small></div><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div><div class=w-dyn-item role=listitem><div class=post-card><a class="thumbnail-small w-inline-block"href=/posts/supportive-confrontation-high-performance-leadership> <div style="background-color:hsla(220, 85.12%, 43.30%, 1.00)"class=badge>Product Management</div> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e311611e800ca7274775659_supportive.jpeg")></div> </a><a class="post-heading-link w-inline-block"href=/posts/supportive-confrontation-high-performance-leadership> <h5 class=post-heading-small>Supportive Confrontation: High Performance Leadership</h5> </a><div class=post-info><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a18fe72981a4_calendar.svg><div>Oct 15, 2017</div></div><div class=post-info-block><div class=divider-small></div><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div><div class=w-dyn-item role=listitem><div class=post-card><a class="thumbnail-small w-inline-block"href=/posts/data> <div style="background-color:hsla(148.08510638297872, 45.45%, 43.71%, 1.00)"class=badge>Technology</div> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e31cbc4ba8771dc31d4652e_data.jpeg")></div> </a><a class="post-heading-link w-inline-block"href=/posts/data> <h5 class=post-heading-small>Free Data and Datasets</h5> </a><div class=post-info><div class=post-info-block><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a18fe72981a4_calendar.svg><div>Aug 29, 2017</div></div><div class=post-info-block><div class=divider-small></div><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div></div></div></div></div><div class="section wf-section"><div class=wrapper><div class="header-block side-margin"><h3 class=header>There is more</h3><div class=header-line></div></div><div class=w-dyn-list><div class="grid-mini w-dyn-items"role=list><div class=w-dyn-item role=listitem><div class=post-mini><a class="post-mini-thumbnail w-inline-block"href=/posts/a-nations-greatness-depends-on-its-leader> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e3102b3cf36f6db8f49e4bb_leaders.jpg")></div> </a><div class=post-mini-content><a class="post-heading-link w-inline-block"href=/posts/a-nations-greatness-depends-on-its-leader> <h5 class=trending-slides-header>A Nationâs Greatness Depends on its Leader</h5> </a><div class=post-info><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div><div class=w-dyn-item role=listitem><div class=post-mini><a class="post-mini-thumbnail w-inline-block"href=/posts/good-always-wins> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e31ca4eba8771745cd43d47_good.jpeg")></div> </a><div class=post-mini-content><a class="post-heading-link w-inline-block"href=/posts/good-always-wins> <h5 class=trending-slides-header>Good always wins.</h5> </a><div class=post-info><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div><div class=w-dyn-item role=listitem><div class=post-mini><a class="post-mini-thumbnail w-inline-block"href=/posts/challenge-things-think-big> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e310847e800cac97d76e833_stay-hungry-stay-foolish.jpg")></div> </a><div class=post-mini-content><a class="post-heading-link w-inline-block"href=/posts/challenge-things-think-big> <h5 class=trending-slides-header>Challenge things. Think big.</h5> </a><div class=post-info><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>10</div><div>Â min read</div></div></div></div></div><div class=w-dyn-item role=listitem><div class=post-mini><a class="post-mini-thumbnail w-inline-block"href=/posts/when-to-be-a-hacker-when-not> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e310486b76b8369082c9ba4_hacker.jpg")></div> </a><div class=post-mini-content><a class="post-heading-link w-inline-block"href=/posts/when-to-be-a-hacker-when-not> <h5 class=trending-slides-header>When to be a hacker. When not.</h5> </a><div class=post-info><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div><div class=w-dyn-item role=listitem><div class=post-mini><a class="post-mini-thumbnail w-inline-block"href=/posts/how-much-do-you-want-it> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e2fc5245251e1029b22ae72_passion.jpg")></div> </a><div class=post-mini-content><a class="post-heading-link w-inline-block"href=/posts/how-much-do-you-want-it> <h5 class=trending-slides-header>How much do you want it ?</h5> </a><div class=post-info><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div><div class=w-dyn-item role=listitem><div class=post-mini><a class="post-mini-thumbnail w-inline-block"href=/posts/an-amazing-speech-one-worth-watching> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e291e6845b6070acfcf9204_charlie-chaplin.jpg")></div> </a><div class=post-mini-content><a class="post-heading-link w-inline-block"href=/posts/an-amazing-speech-one-worth-watching> <h5 class=trending-slides-header>An Amazing Speech. One Worth Watching.</h5> </a><div class=post-info><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div></div></div></div></div><div class="section wf-section"><div class="wrapper w-container"><div class=connect><a class="connect-link w-inline-block"href=https://twitter.com/iamtimdavis target=_blank> <div class=connect-icon><img alt src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a140632981b4_twitter.svg width=17></div> <div class=connect-link-text>Twitter</div> </a><a class="connect-link w-inline-block"href=https://www.linkedin.com/in/timdavisau/ target=_blank> <div class=connect-icon><img alt src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e2cb50460dc1a0c67ea4a42_iconmonstr-linkedin-3.svg></div> <div class=connect-link-text>Linked In</div> </a><a class="connect-link w-inline-block"href=#> <div class=connect-icon><img alt src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1a1472981d7_user.svg></div> <div class=connect-link-text>Contact</div> </a><a class="connect-link w-inline-block"data-w-id=e216d214-04e3-d10d-1b0f-037beea80743 href=#> <div class=connect-icon><img alt src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a17d622981a9_mail.svg></div> <div class=connect-link-text>Newsletter</div> </a></div></div></div><div class="section footer-v1-section wf-section"><div class=wrapper><div class=footer-v1><div class="footer-v1-column about"><a class="footer-v1-brand w-inline-block"href=/designpageshome/home/old-home> <img alt class=footer-v1-logo src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e0c6bc97436084b63f4e5e4_td-logo.png> <div class=footer-v1-logo-text>Tim Davis</div> </a><div class=footer-v1-info>I blog about Technology, Law, Startups, Silicon Valley, Finance and Running. Feel free to <a href=/contact/me> contact me </a> anytime.</div></div><div class=footer-v1-column><h4 class=footer-v1-heading>Navigation</h4><div class=w-dyn-list><div class=w-dyn-items role=list><div class=w-dyn-item role=listitem><a class="footer-v1-nav-link w-inline-block"href=/categories/gaming> <img alt class=nav-arrow src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a16ebf2981ad_right.svg> <div>Gaming</div> </a></div><div class=w-dyn-item role=listitem><a class="footer-v1-nav-link w-inline-block"href=/categories/law> <img alt class=nav-arrow src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a16ebf2981ad_right.svg> <div>Law</div> </a></div><div class=w-dyn-item role=listitem><a class="footer-v1-nav-link w-inline-block"href=/categories/open-source-software> <img alt class=nav-arrow src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a16ebf2981ad_right.svg> <div>Open Source Software</div> </a></div><div class=w-dyn-item role=listitem><a class="footer-v1-nav-link w-inline-block"href=/categories/personal> <img alt class=nav-arrow src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a16ebf2981ad_right.svg> <div>Personal</div> </a></div><div class=w-dyn-item role=listitem><a class="footer-v1-nav-link w-inline-block"href=/categories/product-management> <img alt class=nav-arrow src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a16ebf2981ad_right.svg> <div>Product Management</div> </a></div><div class=w-dyn-item role=listitem><a class="footer-v1-nav-link w-inline-block"href=/categories/startups> <img alt class=nav-arrow src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a16ebf2981ad_right.svg> <div>Startups</div> </a></div><div class=w-dyn-item role=listitem><a class="footer-v1-nav-link w-inline-block"href=/categories/technology> <img alt class=nav-arrow src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a16ebf2981ad_right.svg> <div>Technology</div> </a></div></div></div></div><div class=footer-v1-column><h4 class=footer-v1-heading>Featured Posts</h4><div class="footer-v1-posts w-dyn-list"><div class="grid-mini-list footer-posts w-dyn-items"role=list><div class=w-dyn-item role=listitem><div class=post-mini><a class="post-mini-thumbnail w-inline-block"href=/posts/infinite-series-become-a-product-manager-change-the-world> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5f433005fc77436112362ed7_social-website-cover-image.jpeg")></div> </a><div class=post-mini-content><a class="post-heading-link w-inline-block"href=/posts/infinite-series-become-a-product-manager-change-the-world> <h6 class=trending-slides-header>Infinite Series - Become a Product Manager & change the world</h6> </a><div class=post-info><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div><div class=w-dyn-item role=listitem><div class=post-mini><a class="post-mini-thumbnail w-inline-block"href=/posts/google-i-o-on-device-ml-with-tensorflow-lite> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e2a7b5976f903852ae36996_google-io-timdavis.jpeg")></div> </a><div class=post-mini-content><a class="post-heading-link w-inline-block"href=/posts/google-i-o-on-device-ml-with-tensorflow-lite> <h6 class=trending-slides-header>Google I/O & On-Device ML with TensorFlow Lite</h6> </a><div class=post-info><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>5</div><div>Â min read</div></div></div></div></div><div class=w-dyn-item role=listitem><div class=post-mini><a class="post-mini-thumbnail w-inline-block"href=/posts/machine-learning-crash-course-summarized> <div class=thumbnail style=background-image:url("https://uploads-ssl.webflow.com/5e08861d0d37a166e5298061/5e31d2ecd02faaa570339928_machine-learning.jpg")></div> </a><div class=post-mini-content><a class="post-heading-link w-inline-block"href=/posts/machine-learning-crash-course-summarized> <h6 class=trending-slides-header>Machine learning crash course summarized</h6> </a><div class=post-info><img alt class=mini-icon-grey src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/5e08861d0d37a1e0d32980e2_clock.svg><div>60</div><div>Â min read</div></div></div></div></div></div></div></div><div class=footer-v1-column><h4 class=footer-v1-heading>Newsletter</h4><div class=w-form><form data-name="Email Form"class=subscribe-v3-form id=email-form name=email-form><div class=subscribe-v3-text>ð¬ New posts straight to your inbox</div><div class="w-layout-grid subscribe-v3-grid"><input class="input w-input"data-name="Email 2"placeholder="Email address"id=email-2 maxlength=256 name=email-2 required type=email><input class="button w-button"data-wait="Please wait..."type=submit value=Subscribe></div><div class=form-info>No spam ever. Read my <a class=text-link-dark href=/privacy/policy> Privacy Policy </a></div></form><div class="form-success w-form-done"><div>Thank you! Your submission has been received!</div></div><div class="form-error w-form-fail"><div>Oops! Something went wrong while submitting the form.</div></div></div></div></div><div class=footer-bottom><div class=footer-bottom-left><img alt class=footer-mini-icon-2 src=https://uploads-ssl.webflow.com/5e3117cfe800ca290e778f6e/5e3117cfe800ca718c7790ea_heart.svg><div>Copyright 2020 <a class=link-dark-2 href=https://webflow.com target=_blank> </a></div></div><div class=footer-bottom-right><a class=link-dark-2 href=#> Contact Me </a></div></div></div></div><a class="up-button w-inline-block"href=#Navigation> </a><div class=message-popup><div class=message-text><strong> Remember to sign up to my Newsletter! <br> </strong> Great content delivered to your inbox. <br> Click Subscribe at the top. <a class=text-link-dark href=#> </a></div><a class="button small w-button"data-w-id=fbf84a1e-bc48-0633-8984-cdc385124854 href=#> Got it! </a></div></div><script crossorigin integrity=sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0= src=https://d3e54v103j8qbb.cloudfront.net/js/jquery-3.5.1.min.dc5e7f18c8.js?site=5e08861d0d37a174ae29805a></script><script src=https://uploads-ssl.webflow.com/5e08861d0d37a174ae29805a/js/webflow.34f3ad393.js></script>