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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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How Can We Be So Slow? Winning the Hardware Lottery by Accelerating Sparse Networks

11/16/2021
Views 206
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ai, brain, central processing unit, computing, deep learning, graphics processing unit, internet of things, machine learning, machine learning tools, mentorship, ml, research, science, twitter, artificial neural network, convolutional neural network, density, efficient energy use, embedded system, mathematical optimization, matrix (mathematics), matrix multiplication, program optimization, sparse matrix, theory, vector space, watt, sparse networks, kernel (linear algebra), machine learning platform, numenta
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Q2B 2020 | New Tools for Quantum Algorithms Research | Alan Ho | Google Quantum AI

12/08/2020
Views 331
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central processing unit, cloud computing, computer, computing, library, machine learning, neural network, open source, quantum computing, software , tensorflow, application software, artificial neural network, convolutional neural network, flops, multi-core processor, polynomial, quantum circuit, quantum entanglement, quantum supremacy, software framework, training, validation, and test sets, quantum network, cluster state, quantum neural network
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MLconf Online 2020: Deep Learning Battle: TensorFlow 2 vs. PyTorch by Jon Krohn

11/06/2020
Views 811
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algorithm, brain, c++, compiler, computer programming, computer vision, deep learning, google brain, machine learning, numpy, pixel, pytorch, software , speech recognition, tensor, tensorflow, artificial neuron, automatic differentiation, convolutional neural network, input/output, library (computing), linguistics, machine translation, machine vision, project jupyter
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Adding on-device recommendations to your app using TensorFlow and Firebase

10/29/2020
Views 13.22 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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Locally Masked Convolution for Autoregressive Models

08/06/2020
Views 234
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algorithm, color, communication, deep learning, information, neural network, pixel, artificial neural network, autoregressive model, bit, convolution, convolutional neural network, data compression, holography, lighting, likelihood function, matrix (mathematics), matrix multiplication, maximum likelihood estimation, parameter, patch (computing), python (programming language), raster graphics, time series, joint probability distribution
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AI/ML, Neural Networks & the future of analytics: Training Deep Neural Networks in parallel

07/29/2020
Views 157
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algorithm, analytics, api, computer, computer vision, database, deep learning, experiment, gradient descent, graphics processing unit, machine learning, memory, neural networks, smartphone, speech recognition, tensorflow, artificial neural network, convolutional neural network, hyperparameter optimization, library (computing), mathematical optimization, parallel computing, regularization (mathematics), roman empire, digital image processing
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Artificial intelligence in Healthcare

05/05/2021
Views 342
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ai, artificial intelligence, computer science, deep learning, healthcare, healthcare ai, intelligence, machine learning, natural language processing, robotics, self-driving car, surveillance, women in data science, women in technology, convolutional neural network, diabetic retinopathy, hyperparameter optimization, magnetic resonance imaging, medical diagnosis, medical imaging, multiclass classification, pathology, radiology, retina, sensitivity and specificity, sensor, statistical classification, training, validation, and test sets, turing test, understanding, wids worldwide, data science conference 2020, data science tips, education and research, wids 2020, wids mumbai 2020, woman in data science
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VASBSD - Part 2

01/09/2021
Views 145
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authentication, computer graphics, computer vision, concept, deep learning, expert, gender, knowledge, motivation, robotics, science, self-driving car, simulation, 3d computer graphics, accuracy and precision, convolutional neural network, image segmentation, knowledge base, rendering (computer graphics), sense, texture mapping, vector space, inner product space, discriminative model, evaluation measures (information retrieval)
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VASBSD - Part 1

01/09/2021
Views 189
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central processing unit, computer vision, concept, deep learning, learning to rank, neural network, prediction, programmer, algorithmic bias, artificial neural network, conceptual model, convolutional neural network, hyperparameter optimization, image segmentation, imagenet, overfitting, representation (arts), statistical classification, supervised learning, support-vector machine, unsupervised learning, variance, feature learning, image quality, data sheet
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Deep Learning with Python for Natural Disaster Relief from Satellite Imagery

08/16/2021
Views 578
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artificial intelligence, climate change, computer vision, deep learning, forecasting, graphics processing unit, machine learning, natural language processing, neural network, nvidia, prediction, python, qualitative research, research, science, social media, artificial neural network, convolutional neural network, crowdsourcing, earthquake, ground truth, imagenet, quantitative research, sentiment analysis, understanding, nvidia tesla, scientific computing, scipy2021, python tutorial, python virtual conference 2021
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EELSpecNet-Deep Learning Solution-Spectral Deconvolution ElectronEnergyLossSpectroscopy | SciPy 2021

08/16/2021
Views 161
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artificial intelligence, data science, deep learning, digitization, electron, machine learning, science, scipy tools, software engineering, statistics, artificial neural network, autoencoder, codec, convolutional neural network, data compression, distortion, image segmentation, microscope, modulation, noise reduction, photonics, signal, spectral density, spectrum, statistical classification, deconvolution, spectroscopy, charge-coupled device, electron microscope, python 2021, scipy library, scipy tutorial, python tutorial, science research, transmission electron microscopy
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Pluto on JuliaHub

04/08/2021
Views 1.18 K
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api, bluetooth, computing, graphics processing unit, html, machine, mathematics, neural network, youtube, application software, bit, cuda, computer file, convolutional neural network, file system, graphical widget, julia (programming language), laptop, mnist database, pluto, server (computing), software release life cycle, iso 9660, juliahub, julia hoffman, newton's method
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Pluto notebooks are web APIs

04/08/2021
Views 1.41 K
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api, email, javascript, neural network, prediction, statistics, web apis, web application, youtube, accuracy and precision, bit, client (computing), convolutional neural network, eval, function (mathematics), hypertext transfer protocol, julia (programming language), mnist database, named parameter, parameter (computer programming), parsing, reserved word, return statement, server (computing), vector space, world wide web
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"Future Impacts of Technology" Jason Pontin - Keynote - Data Science Symposium 2020

10/13/2020
Views 135
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analytics, bioinformatics, biology, cloud computing, creativity, database, deep learning, deepmind, federated learning, innovation, machine learning, neural network, quantum computing, simulation, sustainability, xilinx, artificial neural network, clean technology, convolutional neural network, d-wave systems, quantum supremacy, drug design, antiviral drug, predictive policing
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Konstantinos Sgantzos talks AI and BSV with CoinGeek

02/21/2020
Views 643
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artificial general intelligence, artificial intelligence, big data, bitcoin, bitcoin sv, blockchain, brain, coingeek coinversation, coingeek conference, deep learning, history, human, information, intelligence, internet of things, machine learning, neural network, simulation, synergy, usability, accuracy and precision, alphago, alphago zero, complexity, convolutional neural network, randomness, truth, nick bostrom, konstantinos sgantzos
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Machine Learning Systems (topics include NLP and Climate Impact)

07/23/2020
Views 834
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carbon footprint, cloud computing, deep learning, electricity, graphics processing unit, machine learning, accuracy and precision, analog-to-digital converter, artificial neural network, convolutional neural network, efficient energy use, electrical resistance and conductance, input/output, kilowatt-hour, low-carbon economy, moore's law, precision and recall, resistor, sampling (statistics), voltage, alternating current, analog computer, ohm's law, performance per watt, climate impact
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Introductory Remarks by Curt Langlotz

08/05/2020
Views 1.17 K
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cardiology, education, learning, machine learning, medicine, neural network, prediction, research, science, stroke, surveillance, cancer, convolutional neural network, echocardiography, health informatics, heart failure, image segmentation, medical imaging, x-ray, angiography, active surveillance of prostate cancer, basal-cell carcinoma, cedars-sinai medical center
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Advances in Data Science Conference 2020: Claire Monteleoni

06/23/2020
Views 57
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climate change, computer vision, deep learning, forecasting, machine learning, semi-supervised learning, simulation, artificial neural network, climatology, convolutional neural network, generative model, gradient, map, mathematical model, meteorology, numerical weather prediction, proxy (climate), supervised learning, theory, tropical cyclone, unsupervised learning, climate model, downscaling, ensemble forecasting
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MLCommons: Better ML for Everyone

05/27/2021
Views 314
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best practice, big data, computer vision, gradient descent, innovation, kubernetes , machine learning, natural language processing, neural network, open data, platform, research, self-driving car, software testing, speech recognition, artificial neural network, benchmarking, convolutional neural network, imagenet, scientific method, stochastic gradient descent, supercomputer, visual impairment, fugaku (supercomputer)
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Graph-Powered Machine Learning

05/26/2021
Views 5.1 K
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analytics, behavior, collaborative filtering, community, database, deep learning, deepmind, facebook, gender, graph database, inference, information, knowledge, linkedin, machine learning, prediction, system, tensor, convolutional neural network, sense, sexual orientation, statistical classification, support-vector machine, feature learning, political corruption
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ML Summit: Predict | Introduction to Swift for Tensorflow

10/20/2020
Views 1.01 K
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computer programming, deep learning, firmware, ios, numpy, tensorflow, activation function, apple inc., artificial neural network, convolutional neural network, cross entropy, derivative, embedded system, formula, jacobian matrix and determinant, julia (programming language), llvm, loss function, patch (computing), perceptron, personal computer, stochastic gradient descent, swift (programming language), chain rule
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ML Summit: Predict | Time-Series Forecasting using the Google Cloud AI Platform

10/20/2020
Views 1.23 K
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forecasting, machine learning, prediction, statistics, accuracy and precision, artificial neural network, autoregressive model, coefficient of determination, command-line interface, confidence interval, convolutional neural network, cross-validation (statistics), expected value, language model, long short-term memory, moving average, outlier, parameter, probability distribution, recurrent neural network, regression analysis, seasonality, serverless computing, time series
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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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Hands On Tutorials: ‘Neural Structured Learning: Training neural networks with structured signals’

08/25/2020
Views 368
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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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Image and Video Understanding for Recommendation and Spam Detection Systems -Part 6

08/23/2020
Views 51
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computer, computing, gas, instagram, machine learning, neural network, space, speech recognition, statistics, video, artificial neural network, bible, convolutional neural network, diamond, euclidean vector, function (mathematics), histogram, mean, mixture model, number, parameter, unsupervised learning, k-means clustering, bag-of-words model, improvements on 3d cnns and two-stream, non-local networks and slowfast, self-supervised video embeddings, speech technologies for video understanding, two-stream networks, video embeddings and networks, plasterwork
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Image and Video Understanding for Recommendation and Spam Detection Systems -Part 5

08/23/2020
Views 104
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deep learning, dimension, prediction, video, artificial neural network, attention, average, codec, convolution, convolutional neural network, data compression, equation, hyperparameter optimization, long short-term memory, matrix (mathematics), optical flow, signal, softmax function, video game, weight, deconvolution, association for computing machinery, linearity, attention (machine learning), self-supervised learning, computer science tutorials, acm 2020 tutorial, deep learnning, before deep learning , deep learning and cnns, metric learning for images, optimization for cnns, enzyme kinetics, video game live streaming
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AWS ML Summit 2021 | Get Rolling on Machine Learning with AWS DeepRacer

06/02/2021
Views 686
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ai, amazon, amazon web services, artificial intelligence, aws, intelligence, learning, machine learning, pixel, prediction, reinforcement learning, robot, simulation, statistics, artificial neural network, cartesian coordinate system, convolutional neural network, distance, dog, grayscale, pet, python (programming language), race (human categorization), reinforcement, unsupervised learning, waypoint, aws machine learning summit, aws ml summit, no expertise required, mle202
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Building Forecasting Solutions Using Open-Source and Azure Machine Learning

08/24/2020
Views 50
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machine learning, artificial intelligence, computer hardware, computer vision, data science, deep learning, machine learning, memory, neural network, prediction, artificial neural network, autoregressive integrated moving average, autoregressive model, convolutional neural network, correlation and dependence, cross-validation (statistics), data transformation, errors and residuals, inventory, long short-term memory, predictive modelling, real-time computing, recurrent neural network, seasonality, time series, training, validation, and test sets, variance, acm 2020, computer science event 2020, kdd2020, computer science 2020, kdd2020 tutorials, moving-average model
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Human-centered Explainability for Healthcare

08/23/2020
Views 138
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artificial intelligence, computer vision, data science, deep learning, expert, machine learning, neural network, artificial intelligence in healthcare, conceptual model, convolutional neural network, correlation and dependence, electronic health record, evidence-based medicine, explainable artificial intelligence, health informatics, hidden markov model, medical diagnosis, medical ethics, medical history, pharmacovigilance, regression analysis, regularization (mathematics), reliability engineering, sensitivity analysis, user-centered design, visualization (graphics), physician burnout, international classification of diseases, acm 2020, computer science event 2020, kdd2020, computer science 2020, kdd2020 tutorials
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