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Azure ML, Azure Kubernetes Service, Model deployment

02/17/2021
Views 757
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competition, computer, computer vision, data, dell, email, experiment, google, inference, information, machine, prediction, research, science, space, wine, youtube, computer cluster, hyperparameter (machine learning), laptop, parameter, pipeline (computing), quality of life, signature
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Hyperparameter Optimization of MLPerf Training with Habana Labs: SigOpt Summit 2021

11/16/2021
Views 86
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algorithm, api, cloud computing, deep learning, implementation, machine learning, machine learning tools, ml, reason, recommendation systems, research, software , twitter, box plot, control flow, electric battery, flowchart, fox broadcasting company, hyperparameter (machine learning), hyperparameter optimization, interface (computing), loss function, mathematical optimization, number, patch (computing), workload, mlperf, machine learning platform, hpo
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Supercharging a 1st Place Kaggle Solution to Higher Performance with Intel's David Austin

11/16/2021
Views 150
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data science, experiment, image classification, kaggle, machine learning, machine learning tools, memory, ml, pixel, satellite, workflow, accuracy and precision, attention, brute-force search, convolutional neural network, first-order logic, hyperparameter (machine learning), hyperparameter optimization, imagenet, insight, learning rate, mathematical optimization, outlier, overfitting, parameter, program optimization, source lines of code, visualization (graphics), machine learning platform, image classifier, kaggle grandmaster, equinor
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Keynote: Boost AI Experimentation to Design, Explore, and Optimize Your Models

11/16/2021
Views 249
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ai, algorithm, api, computer vision, deep learning, engineering, experiment, gradient descent, intelligence, learning, machine learning, machine learning tools, machinelearning, mathematics, memory, ml, natural language processing, neural network, reinforcement learning, research, space, tensorflow, accuracy and precision, black box, cluster analysis, hyperparameter (machine learning), scientific method, software framework, machine learning platform, hpo, intelligent experimentation
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The SAME Project: A GitOps Approach to Reproducible Machine Le... David Aronchick & Chanwit Kaewkasi

06/22/2021
Views 75
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api, cloud computing, computer, computer hardware, deep learning, design, expert, github, google, kubernetes , machine learning, metadata, open source, organization, reason, reinforcement learning, software , tensorflow, credit card, distributed version control, graphical user interface, hyperparameter (machine learning), laptop, stack (abstract data type)
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Reproducible research using Bazel

11/12/2020
Views 634
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cloud computing, data science, engineer, engineering, learning, linux, machine, machine learning, mind, operating system, reproducibility, research, science, tool, application software, computer file, docker (software), hyperparameter (machine learning), interface (computing), macintosh, macintosh operating systems, parameter (computer programming), python (programming language), source lines of code, type: conference talk (full production);, purpose: educate, pr_pr: bazel
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Understand the ML process and embed models into apps | BRK221

05/27/2021
Views 363
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analytics, azure, breakout session, build, cloud computing, computing, data science, debugging, deep learning, devops, engineering, kubernetes , machine learning, microsoft, microsoft azure, microsoft developer, product lifecycle, version control, application software, computer terminal, control flow, dashboard (business), hyperparameter (machine learning), icon (computing), integrated development environment, library (computing), profiling (computer programming), seth juarez, c1x9, microsoft build, microsoft build 2021, msft build, msft build 2021, abe omorogbe, brk221, cassie breviu, deborah frost, john montgomery, sethu raman, shivani patel, shivani santosh sambare, understand the ml process and embed models into apps | brk221
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Q2B 2020 | An Application Benchmark for Quantum Optimization | Yudong Cao, Travis Scholten

12/09/2020
Views 93
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algorithm, cloud computing, computing, database, machine learning, operating system, quantum computing, scalability, simulation, software , source code, system, agnosticism, domain-specific language, file system, generative adversarial network, hyperparameter (machine learning), julia (programming language), library (computing), mathematical optimization, programming paradigm, python (programming language), quantum circuit, quantum mechanics, scheme (programming language)
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Cloud-based Machine Learning Offerings - Beginner's Perspective

03/26/2020
Views 33
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ai, best practice, big data, cloud, intelligence, machine learning, memory, ml, narrative, prediction, version control, virtual, virtual conference, accuracy and precision, amazon mechanical turk, complexity, computer file, decision tree learning, gmail, hyperparameter (machine learning), optical character recognition, overfitting, pipeline (computing), precision and recall, project jupyter, prototype, training, validation, and test sets, visualization (graphics), f-score, six feet up, sixfeetup, cloud architechure
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Scale By The Bay 2020: Chris Fregly, Smokey and the Multi-Armed Bandit featuring BERT Reynolds

11/13/2020
Views 209
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amazon web services, batch processing, experiment, machine learning, multi-armed bandit, open-source software, prediction, reinforcement learning, simulation, streaming data, web service, ada (programming language), amazon (company), attention, blog, burt reynolds, control flow, ground truth, hyperparameter (machine learning), serverless computing, slot machine, software framework, use case, world wide web, smokey and the bandit
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Scale By The Bay 2020: Antje Barth, Put Your Machine Learning on Autopilot

11/13/2020
Views 288
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algorithm, amazon web services, api, automation, computer vision, data quality, expert, machine learning, natural language processing, prediction, science, speech recognition, statistics, amazon sagemaker, categorical variable, conceptual model, correlation and dependence, deployment environment, hyperparameter (machine learning), language model, prototype, regression analysis, statistical classification, training, validation, and test sets, use case
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Online Parameter-Free Learning of Multiple Low Variance Tasks

08/05/2020
Views 38
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car, computer, data, learning, academy awards, average, cancer, cat, flower, hotel, hyperparameter (machine learning), organism, scribe, leech, vác
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Building with the Responsible AI toolkit | Session

05/18/2021
Views 6.06 K
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ai, concept, gender, google, google ai, google i/o, google io, html, measurement, prediction, privacy, qualitative research, reason, research, responsible ai, responsible ai with tensorflow, statistics, tensorflow, youtube, accuracy and precision, confidence interval, contract, counterfactual conditional, false positives and false negatives, hyperparameter (machine learning), mediation, quantitative research, software framework, statistical classification, use case, user-generated content, responsible ai tools, #googleio, google announcement, google developer conference, pr_pr: google i/o, type: conference talk (full production), purpose: educate, google conference. google, ai deployments, ai toolkit, ai updates, google ai updates, new in ai, responsible ai google, responsible ai toolkit, tensorflow responsible ai
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COVID-19 Data Visualization and Modelling

05/10/2021
Views 265
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artificial intelligence, covid-19, instagram, machine learning, music, podcast, spotify, twitter, video, blog, dependent and independent variables, derivative, differential equation, equation, estimator, function (mathematics), genie (feral child), hyperparameter (machine learning), hyperparameter optimization, mathematical model, mathematical optimization, parameter, sine, initial condition, ordinary differential equation, basic reproduction number, data science conference 2020, wids mumbai 2020, woman in data science mmmbai , women in ds, effective data visualization in the era of covid-19, covid-19 data visualization, covid-19 data analysis, covid-19 modelling, covid-19 visualization
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The need for serverless Python

08/16/2021
Views 907
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amazon web services, api, artificial intelligence, central processing unit, cloud computing, computing, data center, data science, database, engineering, machine learning, microservices, numpy, operating system, python, scalability, science, system, web application, communication protocol, computer cluster, computer data storage, function (mathematics), hyperparameter (machine learning), library (computing), online and offline, python (programming language), sim card, serverless computing, software framework, python 2021, scientific computing conference 2021, scipy2021, python tutorial
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Maintainers Track Talks | SciPy 2021

08/16/2021
Views 191
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accessibility, api, artificial intelligence, data science, deep learning, machine learning, metadata, neuroscience, science, siri, software engineering, software testing, youtube, artificial neural network, conceptual model, continuous function, generic programming, hyperparameter (machine learning), library (computing), object (computer science), page layout, parallel computing, parsing, porting, subroutine, type safety, web browser, world wide web, scheme (programming language), scientific computing, scipy library, technical computing , science research, maintainers, python virtual conference
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AWS DEEPRACER LEAGUE

11/12/2020
Views 151
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amazon web services, artificial intelligence, big data, communication, creativity, digital transformation, innovation, internet of things, machine learning, modeling, reinforcement learning, robotics, self-driving car, simulation, social media, team, teamwork, training, adaptive cruise control, artificial neural network, cruise control, hyperparameter (machine learning), lidar, parameter, trial and error, understanding, business applications, automatic parking, big data summit 2021, high-technology, innovation hub, technology commercialization, technology innovation, technology professionals, the research park, the university of illinois , bigdata2020, technology business , network management
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Running from Complexity - Ben Wilson

02/08/2021
Views 278
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analytics, apache spark, data science, deep learning, distributed computing, experiment, google search, machine learning, prediction, software , statistics, unit testing, apache hadoop, code refactoring, decision tree learning, floating-point arithmetic, hyperparameter (machine learning), randomness, regression analysis, scientific method, scrum (software development), subject-matter expert, time series, understanding, visualization (graphics)
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Big Data Engineer vs Data Scientist - Roksolana Diachuk

02/08/2021
Views 485
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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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Scaling AutoML-Driven Anomaly Detection With Luminaire

05/27/2021
Views 709
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anomaly detection, behavior, big data, customer experience, data, data quality, database, engineering, mind, motivation, prediction, price, research, resource, scalability, system, zillow, hyperparameter (machine learning), market research, mathematical model, reliability engineering, root cause analysis, time series, training, validation, and test sets, use case, user-defined function
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Machine Learning with PyCaret

05/28/2021
Views 4.94 K
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amazon web services, cloud computing, data, finance, graphics processing unit, machine learning, mind, music, neural network, simulation, software , standard deviation, cross-validation (statistics), fax, function (mathematics), hyperparameter (machine learning), laptop, linear regression, parameter, pipeline transport, random forest, regression analysis, support-vector machine, time series, vector space
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ML Summit: Build | Productionizing ML with ML Ops and Cloud AI

10/14/2020
Views 139
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api, central processing unit, cloud computing, computing, database, google play, graphics processing unit, machine learning, nvidia, prediction, scalability, software development, tensorflow, unit testing, youtube, credit card, geforce, hyperparameter (machine learning), prototype, regression analysis, specification (technical standard), the matrix, training, validation, and test sets, troubleshooting
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ML Summit: Build | Using TensorFlow on Google Cloud Platform

10/14/2020
Views 139
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cloud computing, computing, data analysis, internet of things, java (programming language), javascript, kubernetes , research, scalability, tensorflow, autoscaling, binary file, command-line interface, computer file, configuration file, deployment environment, hyperparameter (machine learning), learning rate, library (computing), parameter, parameter (computer programming), program optimization, representational state transfer, software development kit, web browser
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Teaching Old Sensors New Tricks: the Algorithms Underpinning TinyML

08/16/2020
Views 473
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algorithm, anomaly detection, artificial intelligence, cloud computing, computer science, deep learning, deepmind, machine learning, neural network, prediction, water, accuracy and precision, alphago, altitude, artificial neural network, atmospheric pressure, cluster analysis, convolutional neural network, correlation and dependence, data compression, filter (signal processing), hyperparameter (machine learning), latency (engineering), low-pass filter, map, spectral density, thermometer, k-means clustering, tinyml foundation, machine learning 2020, artificial intelligence 2020, machine learning technologies , tinyml conference 2020, information technology conference
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ML Summit: Prepare | Full Cycle Data Science w/ GCP

10/07/2020
Views 1.14 K
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amazon web services, automation, big data, cloud computing, computer, computer programming, database, devops, google, machine learning, microservices, prediction, product lifecycle, research, scalability, software , tensorflow, waze, goal, hyperparameter (machine learning), information retrieval, playstation 4, server (computing), stream processing
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Hands On Tutorials: ‘Neural Structured Learning: Training neural networks with structured signals’

08/25/2020
Views 372
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computer science, deeep learning, neural structured learning, semi-supervised learning, social media, tensorflow, artificial neural network, attention, autoencoder, binary classification, convolutional neural network, cosine similarity, cross entropy, data compression, directory (computing), floating-point arithmetic, hash function, hyperparameter (machine learning), regularization (mathematics), softmax function, statistical classification, string (computer science), test (assessment), training, validation, and test sets, two-dimensional space, vertex (graph theory), locality-sensitive hashing
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Learning by Exploration: New Challenges in Real-World Environments-Part 3

08/23/2020
Views 115
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facebook, knowledge, learning, narrative, prediction, reason, research, simulation, space, statistics, calculus, calendar, contract, decision-making, evaluation, expected value, hyperparameter (machine learning), intuition, matter, parameter, stationary process, theory, computer science 2020, artificial intelligence 2020, kdd2020 tutorials, kdd 2020, change detection, likelihood-ratio test, sequential analysis
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AWS ML Summit 2021 | Accelerate NLP training with Amazon SageMaker

06/02/2021
Views 600
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ai, algorithm, amazon, amazon web services, api, artificial intelligence, aws, central processing unit, computer hardware, deep learning, graphics processing unit, machine learning, natural language processing, tensorflow, amazon elastic compute cloud, customer relationship management, document classification, global positioning system, hyperparameter (machine learning), instruction pipelining, logic, message passing interface, modding, network topology, percentage, supercomputer, von neumann architecture, aws machine learning summit, aws ml summit, how machine learning is done, hml401
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AWS ML Summit 2021 | Accelerate deep learning in the cloud with custom ML environments

06/02/2021
Views 339
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ai, amazon, amazon web services, artificial intelligence, aws, computing, deep learning, graphics processing unit, kubernetes , machine learning, operating system, software , tensorflow, tool, amazon elastic compute cloud, application software, command-line interface, computer cluster, consensus (computer science), hyperparameter (machine learning), laptop, library (computing), project jupyter, server (computing), software framework, specification (technical standard), stack (abstract data type), thread (computing), app store (ios/ipados), aws machine learning summit, aws ml summit, how machine learning is done, hml307
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AWS ML Summit 2021 | Tune your ML models to the highest accuracy with automatic model tuning

06/02/2021
Views 568
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ai, amazon, artificial intelligence, aws, cloud computing, fraud, machine learning, open-source software, risk, source code, statistics, tensorflow, accuracy and precision, amazon elastic compute cloud, artificial neural network, backpropagation, cluster analysis, command-line interface, entry point, ground truth, hyperparameter (machine learning), mean squared error, parameter (computer programming), precision and recall, regression analysis, software framework, software repository, upload, early stopping, aws machine learning summit, aws ml summit, how machine learning is done, hml304
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