https://www.ameliormate.com/books daily 0.75 2019-04-24 https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5cc0d823971a1866658d501d/1556142275733/HMM+Paperback+Cover+%281%29.png Books - Humans Matter Most Humans Matter Most is a comprehensive book detailing the trends and forces of the 21st century and how to respond to them. Though it is still a work in progress, you can access a free sample of it below. https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5cc0eb3a419202a1ff597681/1556147071257/Nukes+to+Negotiations+Cover.png Books - Nukes to Negotiations, A Path to Peace Nukes to Negotiations is controversial, at least in the West, because it rests on a fundamental contrarian assumption: That Kim Jong-un and the people who make up his regime are not evil, cartoonish supervillains. Instead, they are full human beings with the same types of complex thoughts, feelings, and motivations that we have, just set within a context of very different life experiences and circumstances. https://www.ameliormate.com/merch daily 0.75 2019-08-10 https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5cc0e976b208fcc136dff334/1556146582395/IMG_3374.JPG Merch - Humans Matter Most T-Shirt This unisex classic t-shirt is perfect for anyone who believes that humans matter most! https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5cb69c9e4785d3b51a0ffbcc/1556141627461/ad+meliora+mug.jpg Merch - Ad Meliora Mug Ad Meliora, our Latin motto, means towards better things, because that’s what happens when future-builders get empowered! https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5cc0e7dc9140b794c3dc4b7e/1556146164535/korean+peninsula+family.jpg Merch - Korean Peninsula Family Sticker https://www.ameliormate.com/blog daily 0.75 2020-06-18 https://www.ameliormate.com/transcription daily 0.75 2020-02-19 https://www.ameliormate.com/qual-analysis daily 0.75 2019-08-12 https://www.ameliormate.com/privacy-policy daily 0.75 2019-08-31 https://www.ameliormate.com/qualitative-analysis-demo daily 0.75 2019-09-10 https://www.ameliormate.com/customer-survey-analysis daily 0.75 2019-10-10 https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6abdbf1c83ed0001da7b03/1567286815754/ Customer Survey Analysis https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6ac26ea464e50001217f3d/1567286815768/AmeliorMate+Qualitative+Analysis+Example1.png Customer Survey Analysis https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6abeeb41111900010fe365/1567286815757/AmeliorMate+Qualitative+Analysis+Raw+Data+Example.png Customer Survey Analysis - We take raw data… https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6ac1d9a464e500012173f2/1567286815761/AmeliorMate+Qualitative+Analysis+Example2.png Customer Survey Analysis https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6ac212c6d43900014e11e0/1567286815764/AmeliorMate+Qualitative+Analysis+Frequency+Table+Example.png Customer Survey Analysis https://www.ameliormate.com/program-evaluation daily 0.75 2019-10-10 https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6ae61f4f45fb00010f9188/1567277694714/AmeliorMate+Qualitative+Analysis+Example1.png Program Evaluation https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6ae61f4f45fb00010f9185/1567277610225/AmeliorMate+Qualitative+Analysis+Frequency+Table+Example.png Program Evaluation https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6ae61f4f45fb00010f9182/1567282323497/AmeliorMate+Qualitative+Analysis+Example2.png Program Evaluation https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6ae61f4f45fb00010f917f/1567282315138/AmeliorMate+Qualitative+Analysis+Raw+Data+Example.png Program Evaluation - We take raw data… https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6ae61f4f45fb00010f917b/1567276498266/ Program Evaluation https://www.ameliormate.com/text-analysis daily 0.75 2020-02-19 https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6b01e5f37f240001790eb5/1567286815761/AmeliorMate+Qualitative+Analysis+Example2.png Open-Ended Text Analysis https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6b01e5f37f240001790eb8/1567286815764/AmeliorMate+Qualitative+Analysis+Frequency+Table+Example.png Open-Ended Text Analysis https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6b01e5f37f240001790ebb/1567286815768/AmeliorMate+Qualitative+Analysis+Example1.png Open-Ended Text Analysis https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6b01e5f37f240001790ead/1567286815754/ Open-Ended Text Analysis https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d6b01e5f37f240001790eb2/1567286815757/AmeliorMate+Qualitative+Analysis+Raw+Data+Example.png Open-Ended Text Analysis - We take raw data… https://www.ameliormate.com/thank-you daily 0.75 2019-09-05 https://www.ameliormate.com/data-labeling daily 0.75 2020-02-19 https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d77152e8ba70f7fc580472c/1568085309200/AmeliorMate+Data+Labeling+After+1.png Data Labeling - We Send Your Labeled CSV Back https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d77146f8ba70f7fc5803714/1568085125257/AmeliorMate+Data+Labeling+Before+1.png Data Labeling - Send us Your Unlabeled CSV. https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d7714eeb04e7713e47090bb/1568085256883/ Data Labeling - Pay $0.35 per piece of data.* *Prices may be higher for data that requires time-intensive tasks such as viewing lengthy videos or reading full news articles. https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5d794aca1e534d27ad4cbb18/1568230210450/ Data Labeling - Enjoy our project specification concierge service. Work directly with a project manager who will make sure to fully understand your project requirements and goals on a holistic level. Then sit back and relax while we deploy our rigorous in-house worker training and quality control systems. https://www.ameliormate.com/ethical-user-research daily 0.75 2020-03-19 https://www.ameliormate.com/katie daily 0.75 2021-01-05 https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5f7a34385f6707769cb8ac34/1601844287779/profile_pic.jpg Katie https://www.ameliormate.com/why-data-scientists-suck-at-analyzing-your-textual-customer-data daily 0.75 2020-04-03 https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5e866b5e9db65773b3d0baca/1585867630985/major_bar.png Why Data Scientists Suck at Analyzing Your Textual Customer Data https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5e8676b214c5ac0fcfd8d18d/1585870525120/information_actions.png Why Data Scientists Suck at Analyzing Your Textual Customer Data https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5e866b8b1877a642a5d98e39/1585867666355/language_bar.png Why Data Scientists Suck at Analyzing Your Textual Customer Data https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5e867fc33263f5513abb61e4/1585872842243/gender_info.png Why Data Scientists Suck at Analyzing Your Textual Customer Data https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5e8676ce14c5ac0fcfd8d596/1585870553478/information_benefits.png Why Data Scientists Suck at Analyzing Your Textual Customer Data https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5e867f9c959ce918036143be/1585872816572/info_heat.png Why Data Scientists Suck at Analyzing Your Textual Customer Data https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5e867699f67c4d55266b9da4/1585870498312/information_types.png Why Data Scientists Suck at Analyzing Your Textual Customer Data https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5e8665be8914432c719410c8/1585866180899/inf_subthemes.png Why Data Scientists Suck at Analyzing Your Textual Customer Data https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5e865ddfcd264d1bcdbd9a19/1585864168104/major_themes_heat.png Why Data Scientists Suck at Analyzing Your Textual Customer Data https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5e866bbd45e8bf1e472be5e5/1585867716933/gender_bar.png Why Data Scientists Suck at Analyzing Your Textual Customer Data https://www.ameliormate.com/basic-statistics daily 0.75 2020-04-12 https://www.ameliormate.com/team daily 0.75 2020-04-28 https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5ea5d73404d3344a9b6cf815/1587926857334/Deepa.jpeg Team - Deepa Singh -Chief Ethics Officer & Co-founder Deepa holds an M.A. in Philosophy from Delhi University, a B.A. Honours in Philosophy from Lady Shri Ram College for Women, and is currently a research fellow working on her PhD dissertation at the University of Delhi focused on the intersection of philosophy, ethics, and governance in AI. She is featured in the Lighthouse3 directory of Brilliant Women Working on AI Ethics. She enjoys working beyond silos and is passionate about justice by design. Connect with Deepa on LinkedIn. https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5ea5da155aaf84204800352e/1588040305110/terrence.jpeg Team - Terrence Scott -Chief Technology Officer & Co-founder Terrence holds a B.S. in Information Technology with an Advanced Software Developer Certificate from the University of Phoenix and is a graduate of the Facebook Cybersecurity University for Veterans. Though he already has a strong background in software development and cybersecurity, he is continuing to expand his skillset by attending Lambda School for data science. Connect with Terrence on LinkedIn. https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5ea5d65a4cf7be2369731c4e/1587926628716/profile+picture.jpg Team - Katie Evanko-Douglas -Chief Executive Officer & Co-founder Katie holds a B.A. in International Relations and Political Science from the University of Nebraska-Lincoln, though she’s spent most of her career in survey research including 4 years at Gallup and 3 years at the University of Nebraska-Lincoln Bureau of Sociological Research. She’s now expanding on that knowledge base by attending Lambda School for data science. Learn more about Katie. https://www.ameliormate.com/russian-troll-retweets daily 0.75 2020-05-01 https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5ea88cece1da8d095515c435/1588104435454/random+forest+matrix.png Russian Troll Retweets https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5ea8923aec78e0341d6b7089/1588105795140/retweets+test.png Russian Troll Retweets https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5ea88f3d84f31067230c3ded/1588105029502/random+forest+test+matrix.png Russian Troll Retweets https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5ea891baae120a0dc04113a2/1588105679330/retweets+training.png Russian Troll Retweets https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5ea8916e5c1bc24c7166c7ab/1588105594475/retweets+all.png Russian Troll Retweets https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5ea894568f2eac62af535100/1588106339373/PDP+interact+followers+updates+test.png Russian Troll Retweets https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5ea88b965b73dd4459bdf570/1588104106603/logistic+regression+matrix.png Russian Troll Retweets https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5ea89001ae120a0dc04085b4/1588105241149/feature+importances.png Russian Troll Retweets https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5ea893455c1bc24c716751f9/1588106075054/PDP+interact+followers+updates.png Russian Troll Retweets https://www.ameliormate.com/letter-from-the-ceo daily 0.75 2020-05-31 https://www.ameliormate.com/home daily 1.0 2020-11-16 https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5faaedc95ee65847067392f0/1605039326361/ Home - Natural Language Processing Analytics | Research & Development | Engineering https://www.ameliormate.com/insufficient-signal daily 0.75 2020-11-19 https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5fb697a1b3ee6968f6a7f7d9/1605801898011/Screen+Shot+2020-11-19+at+9.04.32+AM.png Insufficient Signal https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5fb6972e57ee930b958c6d89/1605801781858/Screen+Shot+2020-11-19+at+8.28.05+AM.png Insufficient Signal https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5fb697fdf216292fb56124cb/1605801991432/Screen+Shot+2020-11-19+at+8.50.14+AM.png Insufficient Signal https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5fb6982c8dd3b32683bd407d/1605802036164/Screen+Shot+2020-11-19+at+9.02.09+AM.png Insufficient Signal https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5fb69cd43b6abb2d402019fd/1605803227977/Screen+Shot+2020-11-19+at+9.26.38+AM.png Insufficient Signal https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5fb69ce7ea180567bc78314b/1605803246028/Screen+Shot+2020-11-19+at+9.26.32+AM.png Insufficient Signal https://www.ameliormate.com/managing-toxic-masculinity daily 0.75 2020-12-01 https://www.ameliormate.com/gpt3-synthetic-data daily 0.75 2021-01-04 https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5ff2204f46517e2c74cb40ea/1609703814792/all_acc.jpg GPT3 Synthetic Data This chart shows the number of models that reached various levels of significance and whether they had higher or lower accuracy compared to a comparable model trained on the 5% set of real-world data. Of the models with higher accuracy, 37 were significant at the 0.001 level, 12 were significant at the 0.01 level, 10 were significant at the 0.05 level, and 23 were not significant. Of the models that had lower accuracy, 1 was significant at the 0.001 level, 1 was significant at the 0.01 level, and 6 were not significant. https://static1.squarespace.com/static/5c897a17348cd92c2f860da5/t/5ff220e20493bd28274c8a94/1609723025979/sms_pa_spam_recall_05.jpg GPT3 Synthetic Data This chart shows the recall scores for passive-aggressive classifier models trained on SMS data including the original dataset, 5% of the original dataset, a vanilla LSTM model, and all of the GPT-3 models. It includes significance levels marked by stars: * < 0.05, ** < 0.01, *** < 0.001.