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Recap: Lessons from Today

11/16/2021
Views 42
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ai, algorithm, best practice, brain, deep learning, design, experiment, language, learning, machine learning, machine learning tools, ml, neural network, neuroscience, protein, reality, recycling, science, benchmarking, computational science, drink can, genetic algorithm, numerical linear algebra, proteomics, recommender system, sparse matrix, factorial experiment, machine learning platform, hpo, intelligent experimentation
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Democratizing End-to-End Recommendation Systems

11/16/2021
Views 63
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architecture, car, computer, computing, elephant, engineering, gas, infrastructure, library, machine learning, machine learning tools, memory, ml, music, property, recommendation systems, software , technology, amazon (company), comcast, directv, lease, modem, recommender system, tomato, user profile, fraction, machine learning platform, dlrm, recsys, dien, ship model
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Faster, Better Training for Recommendation Systems

11/16/2021
Views 335
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computer, engine, facebook, gender, information, intel, library, machine learning, machine learning tools, ml, recommendation systems, scalability, simulation, smartphone, technology, amazon (company), bottleneck (production), byte, cartesian coordinate system, exercise, gigabyte, huawei, international system of units, loader (computing), mathematical optimization, overhead (computing), recommender system, mlperf, machine learning platform, dlrm, recsys, exhaust system
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Panel: Conversational AI for Good

02/04/2021
Views 6
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chatbot, creativity, dementia, ethics, facebook, internet of things, metadata, mobile app, privacy, qualitative research, virtual assistant, amazon alexa, assistive technology, caregiver, credibility, end user, english language, google assistant, multilingualism, national health service, recommender system, return on investment, thought, voice user interface

Deployment of a Recommendation System Built in R at Scale

12/02/2020
Views 298
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amazon web services, analytics, api, cloud computing, collaborative filtering, communication, json, library, linux, netflix, prediction, amazon (company), amazon elastic compute cloud, child care, docker (software), entry point, ipv4, library (computing), load balancing (computing), metric (mathematics), proxy server, recommender system, router (computing), stack (abstract data type)
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Developing a Knowledge Graph of your Knowledge, Skills, Abilities, Tasks and Training

12/02/2020
Views 616
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analytics, business intelligence, communication, data visualization , database, github, graph database, intelligence, learning, machine learning, mathematics, negotiation, relational database, research, science, sql, attention, competence (human resources), database model, intelligence analysis, python (programming language), recommender system, relational model, ruby (programming language), vertex (graph theory)
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How to A/B test with confidence - Frederick Cheung

04/13/2021
Views 242
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algorithm, brand, database, email, experiment, gas, justice, mathematics, paper, probability, reason, augustine of hippo, bayes' theorem, landing page, p-value, probability distribution, recommender system, sample size determination, statistical hypothesis testing, statistical significance, uncertainty, understanding, variance, wheel, sample (statistics)
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Enrique Olivo - 'Would you like fries with that?' - DATAcated May 2021

05/18/2021
Views 107
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analytics, big data, computer, customer, data, data science, data scientist, education, experiment, humans, innovation, knowledge, learning, mathematics, network, politics, science, sql, statistics, book, fast food, function (mathematics), grocery store, microsoft powerpoint, pivot table, recommender system, restaurant, video game, political science, humans of data science
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Shopping Recommendations at Pinterest

11/06/2020
Views 244
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boston, email, facebook, florida, gas, honda, information, innovation, learning, london, machine learning, multi-armed bandit, pinterest, snapchat, social media, the home depot, united kingdom, active users, clock, gear, income, princeton university, recommender system, torus, bedding
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A Novel Approach of Bench marking Recommendation Systems

11/06/2020
Views 47
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business model, customer engagement, customer experience, deep learning, machine learning, motivation, personalization, research, sales, scalability, spotify, accuracy and precision, android (operating system), benchmarking, end user, evaluation, knowledge economy, loyalty business model, parameter, precision and recall, real-time computing, recommender system, statistical classification, robust statistics, observational learning
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Better reliability: health checks and dependency management | Andrew Robinson | Conf42: Cloud Native

04/29/2021
Views 56
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amazon web services, api, asynchronous, automation, best practice, cloud computing, data lakes, database, distributed database, fintech, graalvm, hdfs, health check, internet, kotlin, microservice, nosql, public cloud, quarkus, serverless, software , system, tax, telemetry, web service, amazon (company), amazon dynamodb, amazon elastic compute cloud, cgroups, computer network, hypertext transfer protocol, internet protocol, library (computing), load balancing (computing), need for speed, program optimization, recommender system, reliability engineering, software bug, world wide web, flagger , app migration, caching patterns, cloud sidecar, clusters gitops, fluentd save, flux2 multi-cloud, galls law, gatekeeper, gating service, graviton2, iam reliability, infrastructure drift, jumpstart, kubernetes cloud, multi-cloud magic, opa, open liberty, pipelines ci/cd, poilcy-as-code
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Scale By The Bay 2020: Dean Wampler, Ray: A System for High-performance, Distributed ML Applications

11/12/2020
Views 116
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algorithm, api, computer, intelligence, java (programming language), kubernetes , machine learning, neural network, reinforcement learning, robot, robotics, routing, scalability, simulation, system, tensorflow, training, alphago, library (computing), python (programming language), recommender system, software framework
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Introduction to Stream Processing with Apache Flink - Marta Paes, Ververica

12/03/2020
Views 181
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analytics, apache flink, central processing unit, design, internet of things, machine learning, memory, open-source software, reason, self-driving car, system, fahrenheit, input/output, parallel computing, prototype, python (programming language), real-time computing, recommender system, reliability engineering, serverless computing, software prototyping, stream processing, streaming media, use case, vector processor
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Adding on-device recommendations to your app using TensorFlow and Firebase

10/29/2020
Views 14.01 K
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analytics, api, cloud computing, firebase, google, google cloud platform, information, machine learning, mobile app, tensorflow, artificial neural network, computer file, convolutional neural network, download, encoding (memory), file format, file system, laptop, latency (engineering), recommender system, training, validation, and test sets, upload, use case, web browser, sirius satellite radio, tensorflow and firebase
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Adam Grzywaczewski | The scaling laws of AI Why neural networks continue to grow

11/18/2020
Views 136
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algorithm, computer graphics, computer vision, computing, deep learning, graphics processing unit, machine learning, natural language processing, neural network, nvidia, reason, self-driving car, hyperparameter optimization, perception, recommender system, supercomputer, supervised learning, theory, training, validation, and test sets, translation, unsupervised learning, visual perception, computational resource
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Future-proof web apps with Angular and TensorFlow.js | Session

05/18/2021
Views 10.85 K
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analytics, angular, automation, chrome, compiler, computer vision, developers, google, google analytics, google i/o, google io, ios, javascript, machine learning, privacy, speech recognition, tensorflow, tensorflow extended, tensorflow.js, tfx, web, web application, webassembly, android (operating system), client-side, gmail, library (computing), progressive enhancement, recommender system, scripting language, web browser, web template system, world wide web, ml model, machine learning model, #googleio, google announcement, google conference, google developer conference, pr_pr: google i/o, type: conference talk (full production), purpose: educate, chrome developer, chrome development, ml model with google, ml with angular, tfx how to ui with angular and tensorflow.js
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Machine Learning Workshop at the 2020 AI Summit by Aditya Vetukuri

08/23/2020
Views 28
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algorithm, chess, computer programming, computing, data mining, deep learning, email, machine learning, programming language, reinforcement learning, software , application software, deep blue (chess computer), dimensionality reduction, facial expression, garry kasparov, perceptron, recommender system, supervised learning, training, validation, and test sets, unsupervised learning, chess engine, frank rosenblatt
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Recommendation Systems

05/14/2021
Views 463
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ai, cash, experiment, food delivery, hypothesis, machine learning, mobile app, prediction, question, recommendation systems, spotify, utility, youtube, algebra, android (operating system), bank, equation, factorization, google pay, mathematical optimization, payment, recommender system, sparse matrix, vector space, design of experiments, data science tutorial, wids 2020, wids ambassadors, wids conference, wids mumbai 2020, woman in data science , women in programming, data science conference 2020, recommendation systems example, recommendation systems machine learning, recommendation systems python, recommendation systems types
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Future of AI Fall 2020 - Commoditizing AI: AI everywhere, in the Age of Coronavirus & Beyond

10/20/2020
Views 83
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algorithm, computer science, database, digital transformation, engineering, ethics, facebook, google, ibm, machine learning, privacy, research, science, simulation, startup company, amazon (company), artificial intelligence in healthcare, bit, long tail, market (economics), primary care, recommender system, research and development, mit computer science and artificial intelligence laboratory
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Building a dynamic content management system with RedisGraph

04/21/2021
Views 521
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concept, data, database, design, digital marketing, email, experiment, graph database, language, music, structure, video, website, content management system, dynamic web page, graphic design, information retrieval, landing page, online advertising, recommender system, web 2.0, weed, calcium, redisgraph , google workspace
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CONSUMER PRIVACY IN DIGITAL ADVERTISING

11/12/2020
Views 50
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advertising, artificial intelligence, data protection, digital advertising, digital transformation, internet, machine learning, personal data, privacy, social media, television, twitter, web analytics, audience measurement, chromium (web browser), click-through rate, firefox, http cookie, internet privacy, newspaper, online advertising, pay-per-click, recommender system, safari (web browser), targeted advertising, web browser, nielsen ratings, high-technology, technology professionals, bigdata2020, technology business , big data summit 2021, 3rd-party cookies, mobile advertising id’s, tracking techniques, federated learning of cohorts, privacy sandbox
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Big Data Engineer vs Data Scientist - Roksolana Diachuk

02/08/2021
Views 503
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computer programming, data science, database, google chrome, knowledge, learning, machine learning, mind, nosql, reality, science, social media, software , software testing, system, complexity, computer file, hyperparameter (machine learning), microsoft excel, pipeline (computing), recommender system, spreadsheet, streaming media, understanding, wisdom
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Advances in Data Science Conference 2020: Samuel Kaski

06/23/2020
Views 214
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communication, data analysis, data mining, deep learning, design, intelligence, learning, machine learning, mind, motivation, prediction, reason, cohort study, decision-making, human–computer interaction, mathematical optimization, mean squared error, nonverbal communication, parameter, personalized medicine, recommender system, statistical classification, understanding
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What does it take to be AI-ready? Lessons from FinTech. (Part 2)

04/30/2020
Views 16
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ai, analytics, api, artificial intelligence, artificialintelligence, automation, bigdata, business, business analytics, chatbot, code, coding, customer service, data, datascience, deep learning, deeplearning, entrepreneur, financial technology, fintech, future, india, information, innovation, internet, internet of things, iot, machine learning, machinelearning, ml, platform as a service, programmer, programming, python, retail, robotics, science, startup, startup company, startups, supply chain, tech, technology, value proposition, venture capital, credit score, customer value proposition, facial recognition system, mumbai, optical character recognition, recommender system, research and development, fintechs, ai in mumbai, futureofwork, going global, mumbai ai, tech enthusiast, womenintech
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What does it take to be AI-ready? Lessons from FinTech. (Part 1)

04/30/2020
Views 12
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ai, analytics, api, artificial intelligence, artificialintelligence, automation, bigdata, business, code, coding, data, datascience, deep learning, deeplearning, economic growth, entrepreneur, financial technology, fintech, future, india, innovation, internet of things, iot, know your customer, machine learning, machinelearning, mind, ml, mobile app, programmer, programming, python, retail, robotics, science, startup, startup company, startups, supply chain, tech, technology, value proposition, web application, credit score, customer value proposition, facial recognition system, mumbai, recommender system, representational state transfer, research and development, use case, world wide web, fintechs, ai in mumbai, futureofwork, going global, mumbai ai, tech enthusiast, womenintech
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Bridging the gap between promise and performance using Responsible AI | Mumbai AI Summit

04/30/2020
Views 29
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ai, artificial intelligence, artificialintelligence, automation, behavior, bias, bigdata, business, code, coding, data, datascience, deeplearning, demand, education, entrepreneur, ethics, fintech, forecasting, future, governance, health, india, innovation, iot, logistics, machinelearning, manufacturing, ml, price, privacy, procurement, productivity, programmer, programming, python, retail, robotics, science, startup, startups, supply chain, tech, technology, accountability, advertising campaign, distance education, human–computer interaction, mumbai, online and offline, recommender system, fintechs, ai in mumbai, futureofwork, going global, mumbai ai, tech enthusiast, womenintech
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Whats New In PostGIS

05/27/2021
Views 1.47 K
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analytics, census, data analysis, data science, database, github, information, machine learning, metadata, ml, prediction, product lifecycle, reason, smartphone, software , amazon (company), attention, book, decision-making, laptop, life-cycle assessment, python (programming language), recommender system, smartwatch, the beatles, visualization (graphics)
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Productionizing Machine Learning in Our Health and Wellness Marketplace

05/26/2021
Views 594
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data warehouse, database, feature engineering, kubernetes , machine learning, mind, open source, reuse, source code, sql, usability, utility, value proposition, data transformation, dynamic pricing, inventory, life-cycle assessment, online and offline, online marketplace, pricing, python (programming language), recommender system, select (sql), software framework
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Catch Me If You Can: Keeping Up With ML Models in Production

05/26/2021
Views 1.22 K
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big data, debugging, github, grafana, machine learning, software , software development, statistics, cumulative distribution function, end user, hardware description language, interface (computing), library (computing), normal distribution, p-value, python (programming language), random forest, recommender system, statistical classification, subroutine, table (information), time series, type i and type ii errors, multivariate statistics
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ML Summit: Predict | Driving better user experience via the reward function of RL-based recommenders

10/20/2020
Views 75
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behavior, bias, computer, disability, education, experiment, feedback, history, information, learning, misinformation, prediction, reinforcement learning, robotics, time, utility, accuracy and precision, artificial neural network, attention, chart, imputation (statistics), recommender system, reinforcement, reward system, server (computing)
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