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rails db:migrate:even_safer - Matt Duszynski

04/14/2021
Views 668
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compiler, database, kubernetes , mongodb, postgresql, relational database, sql, business logic, class (computer programming), data integrity, database index, database schema, database transaction, database trigger, floating-point arithmetic, foreign key, insert (sql), password, runtime system, stored procedure, scheme (programming language), check constraint, atomicity (database systems), weedmaps, object–relational mapping
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Build high-performance APIs with gRPC and .NET | James Newton-King | AzConfDev2020

11/25/2020
Views 815
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api, cloud computing, java (programming language), linux, siri, version control, bandwidth (computing), binary file, command-line interface, computer file, cross-platform software, data type, dependency injection, floating-point arithmetic, hypertext transfer protocol, identifier, microsoft windows, network socket, remote procedure call, representational state transfer, runtime system, telecommunication, transmission control protocol, transport layer security, web server
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Shparkley: Scaling Shapley values with Spark

11/06/2020
Views 126
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algorithm, interest, machine learning, mathematics, point of sale, price, array data structure, credit history, credit score in the united states, equation, floating-point arithmetic, game theory, inheritance (object-oriented programming), interface (computing), latency (engineering), loan, logistic regression, matrix (mathematics), mean, monte carlo method, regression analysis, statistical classification, throughput, training, validation, and test sets, weighted arithmetic mean
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Optimize your graphics with Android GPU Inspector frame profiler

07/12/2021
Views 4.07 K
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central processing unit, game, github, google, google for games, google games, graphics processing unit, mathematics, memory, mobile game, 32-bit computing, 64-bit computing, abstraction (computer science), android (operating system), bit, electric battery, euclidean vector, floating-point arithmetic, gigabyte, liquor, opengl, opengl es, rendering (computer graphics), shader, texture mapping, 16-bit computing, tangent, purpose: inform, type: conference talk (full production), game development conference, game development event, ggds, ggds 2021, google for games 2021, google game development, googleforgames, pr_pr: google for games, android game, gpu inspector, samsung galaxy s21
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Florin Manaila | How AI and Deep Learning could effort the Climate Change

11/17/2020
Views 162
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climate change, cloud computing, computer, computing, deep learning, emerging technologies, ibm, infrastructure, mind, resource, scalability, binary file, byte, computer network, consumption (economics), data compression, floating-point arithmetic, gigabyte, kilowatt-hour, server (computing), supercomputer, high bandwidth memory, electric energy consumption
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Optimize your TensorFlow Lite models | Session

05/18/2021
Views 5.28 K
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android 10, central processing unit, cloud computing, google i/o, google io, graphics processing unit, ios, linux, machine learning, mobile app, software , tensorflow, tensorflow lite models, android (operating system), application software, artificial neural network, benchmark (computing), command-line interface, embedded system, floating-point arithmetic, hardware acceleration, opencl, opengl, quantization (signal processing), swift (programming language), thread (computing), trade-off, web browser, #googleio, google announcement, google developer conference, pr_pr: google i/o, type: conference talk (full production), purpose: educate, google conference. google, model optimization tools, optimize tensorflow lite models, performance optimization tools, tensorflow at google io 2021, tensorflow optimization
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Spike-Thrift: Towards Energy-Efficient Deep Spiking Neural Networks by Limiting Spiking Activity via Attention-Guided Compressi

01/08/2021
Views 53
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brain, carbon footprint, competition, computer, energy, learning, memory, resource, society, university of southern california, youtube, attention, batch normalization, california air resources board, data compression, efficient energy use, electric battery, energy conservation, eval, floating-point arithmetic, human brain, ice, low-carbohydrate diet, malaysia, scanning electron microscope, energy-efficient deep spiking neural networks
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Defeat obscure file formats with Parsita

08/15/2021
Views 677
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artificial intelligence, computer science, language, regular expression, xml, array data type, bracket, class (computer programming), computer engineering, computer file, constructor (object-oriented programming), delimiter, file format, floating-point arithmetic, forward declaration, function (mathematics), lexical analysis, number, object (computer science), operator overloading, parsing, pizza, python (programming language), sequence, string (computer science), metaclass, machince learning, computer science 2021, scipy2021, data learning, parser combinator

Fuzzy environments for the perturbation evaluation and appl of num uncertainty via Mo | SciPy 2021

08/15/2021
Views 159
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algorithm, artificial intelligence, color, engineering, experiment, machine learning, mathematics, python, science, software , binary number, bit, exponentiation, failure, floating-point arithmetic, function (mathematics), instruction pipelining, integer, interpreter (computing), logarithm, magnetic resonance imaging, measurement uncertainty, monte carlo method, number, significant figures, trust (social science), uncertainty, decimal, fraction, condition number, repeating decimal, python conference 2021, python 2021, python-based ecosystem , scipy tutorial, scipy2021, python tutorial
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Introduction to Python Programming

03/20/2021
Views 10
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computer programming, programming language, recursion, boolean algebra, command-line interface, concatenation, conditional (computer programming), construction, constructor (object-oriented programming), data type, floating-point arithmetic, integer, multiplication, object (computer science), return statement, scope (computer science), string (computer science), subroutine, textbook, variable (computer science), yes–no question, factorial, fraction, division (mathematics), python programming
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Running from Complexity - Ben Wilson

02/08/2021
Views 286
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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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Tiny but powerful: Hardware for High Performance, Low Power Machine Learning

08/16/2020
Views 559
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central processing unit, computer vision, deep learning, graphics processing unit, internet of things, machine learning, tensorflow, 32-bit computing, accuracy and precision, array data structure, artificial neural network, computer architecture, direct memory access, embedded system, floating-point arithmetic, instruction set architecture, integrated circuit, language model, neural architecture search, openai, throughput, digital-to-analog converter, micro bit, rectifier (neural networks), gpt-3, artificial intelligence 2020, machine learning technologies , information technology 2020, tinyml conference 2020, tinymlasia, resistive random-access memory
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Hands On Tutorials: ‘Neural Structured Learning: Training neural networks with structured signals’

08/25/2020
Views 414
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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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AWS ML Summit 2021 | Choose the right algorithm to help you build better ML models

06/02/2021
Views 782
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ai, amazon, artificial intelligence, aws, machine learning, cluster analysis, cosine similarity, decision tree learning, dependent and independent variables, dimensionality reduction, distance, dot product, floating-point arithmetic, gradient boosting, image segmentation, k-nearest neighbors algorithm, mean squared error, nearest neighbor search, norm (mathematics), principal component analysis, random forest, sampling (statistics), statistical classification, time series, topic model, unsupervised learning, boosting (machine learning), aws machine learning summit, aws ml summit, hml302, how machine learning is done, johnson–lindenstrauss lemma, random projection
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Edge ML hardware for every application

03/24/2022
Views 377
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artificial intelligence, central processing unit, cloud computing, computer, computer programming, computer vision, deep learning, distributed computing, language, machine learning, neural network, open source, tensorflow, usability, user interface, arm cortex-m, arm architecture, amazon alexa, bit, digital signal processor, field-programmable gate array, floating-point arithmetic, gesture recognition, instruction set architecture, harvard architecture, computer vision conference, computer science 2021, computer science event 2021, tinyml foundation, tinyml2021, computer science event, machine learning tools, tinyml talks 2021, 8-bit computing
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Environmental Noise Classification on Microcontrollers

03/25/2022
Views 373
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artifical inteligence, central processing unit, cloud computing, computer, computer vision, computing, disease, machine learning, obesity, pollution, arm architecture, artificial neural network, computer data storage, computer network, convolutional neural network, data compression, floating-point arithmetic, hearing loss, input/output, noise, pic microcontrollers, random-access memory, recurrent neural network, sampling (signal processing), server (computing), spectrogram, computer science 2021, computer science event, computer science event 2021, machine learning 2021, machine learning techniques, tinyml2021, jon nordby, talk by jon nordby, 8-bit computing
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Person Detection under Extreme Constraints: Lessons from the Field

03/24/2022
Views 761
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artificial intelligence, brain, computer, computer science, deep learning, energy, inference, machine learning, mentorship, microcontroller, software , speech recognition, startup company, stm32, tensorflow, arm cortex-m, arm architecture, bit, bitwise operation, clock rate, embedded system, floating-point arithmetic, home automation, kernel (operating system), matrix (mathematics), pandora (console), random-access memory, understanding, computer science 2021, computer science conference 2021, tinyml2021, tinyml2021 talk, tinyml summit 2021 , koen helwegen, talk by koen helwegen
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Keynote: Adaptive Neural Networks for Agile TinyML

03/24/2022
Views 639
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artificial intelligence, cloud computing, computer science, computer vision, deep learning, machine learning, machine learning tools, mind, startup company, surveillance, system, tensorflow, video, accuracy and precision, attention, benchmarking, computer network, control flow, floating-point arithmetic, gesture recognition, heuristic, latency (engineering), network socket, parallel computing, server (computing), smartwatch, visualization (graphics), network optimization , computer science 2021, tinyml2021, tinyml2021 keynote, keynote by sek chai, sek chai
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Tree Ensemble Model Compression for Embedded Machine Learning Applications

03/23/2022
Views 352
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artificial intelligence, code, computer hardware, design, information, machine, machine learning, memory, physics, software , tensorflow, accelerometer, application software, binary tree, data compression, data type, embedded system, floating-point arithmetic, gyroscope, integrated circuit, map, parameter, quantization (signal processing), wii, quantile, cons, computer vision algorithms, computer science event, computer science event 2021, machine learning 2021, machine learning approaches, tinyml2021, tinyml2021 talk, tiny talks 2021
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Qualcomm Tutorial: Advanced network quantization and compression through the AIMET

03/22/2022
Views 1.33 K
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3g, analytics, computer hardware, data analysis, energy, machine learning, mind, mobile app, simulation, smartphone, snapchat, tensorflow, usability, video, 4g, accuracy and precision, bandwidth (computing), convolutional neural network, data compression, floating-point arithmetic, image segmentation, outlier, quantization (signal processing), small cell, test (assessment), computer science 2021, computer science conference 2021, computer science event 2021, machine learning techniques, machine learning technologie, tinyml2021, tinyml2021 tutorials, machine learning 2021
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Delta for your Data: How to efficiently track and store deeply nested data changes

10/25/2020
Views 66
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analytics, apache spark, data, database, deepmind, email, facebook, json, science, version control, business logic, computer file, conflict resolution, diff, english language, file system, floating-point arithmetic, number, numerical digit, parameter, password, patch (computing), project jupyter, scientific notation, significant figures, fixed-point arithmetic, databa, changes
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[Arm DevSummit - Session] uTVM, an AI Compiler for Arm Microcontrollers

10/06/2020
Views 177
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central processing unit, communication, compiler, github, graphics processing unit, intelligence, microcontroller, open-source software, prediction, tensorflow, 64-bit computing, arm cortex-m, arm architecture, apache http server, bit, c (programming language), digital signal processor, floating-point arithmetic, linaro, personal computer, program optimization, software bug, trusted platform module, scheme (programming language)
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Tutorials: From Spreadsheets to DataFrames: Escaping Spreadsheet Hell With Python

05/12/2021
Views 1.42 K
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best practices, github, machine learning, mobile app, office 365, pdf, python, binary file, bing maps, boolean data type, computer file, computer terminal, file format, floating-point arithmetic, for loop, function (mathematics), integrated development environment, interpreter (computing), library (computing), literacy, parameter (computer programming), pipeline (software), reserved word, scope (computer science), zip (file format), colon (punctuation), equals sign, python software foundation, pycon us, pycon us 2021, python 2021, python tutorials 2021, python community, pycon 2021 tutorials, real-world python, ryan s mccoy, ryan s mccoy python, spreadsheets to dataframes , the basics, tutorials by ryan s mccoy
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Tutorials: A Complete Beginner's Guide to Python by Making Simple Games

05/12/2021
Views 2.32 K
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algorithm, computing, machine learning, python, python community, abstraction (computer science), assignment (computer science), boolean data type, conditional (computer programming), control flow, cut, copy, and paste, data type, floating-point arithmetic, for loop, interpreter (computing), letter case, parameter (computer programming), reserved word, return statement, shell (computing), string literal, truth value, while loop, camel case, comment (computer programming), equals sign, python software foundation, rounding, case sensitivity, pycon us, python 2021, python tutorials 2021, pycon 2021 tutorials, pycon us 2021, al sweigart, python beginner's guide, tutorials by al sweigart
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Consuming API Data using Built in SSIS Components - Russel Loski

11/10/2020
Views 12.31 K
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api, exception handling, javascript, json, ssis, xml, boolean data type, c sharp (programming language), command-line interface, data type, extract, transform, load, filename, floating-point arithmetic, global variable, hypertext transfer protocol, microsoft sql server, namespace, null (sql), parameter (computer programming), parametric equation, representational state transfer, serialization, string (computer science), url, user agent, variable (computer science), world wide web, script component
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Talk: From NumPy to PyTorch, A Story of API Compatibility

05/14/2021
Views 3.17 K
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compiler, data science workflow, deep learning, neural network, numpy, python, pytorch, tensor, unit testing, array data type, artificial neural network, cuda, complex number, data type, error, fast fourier transform, floating-point arithmetic, hardware acceleration, inheritance (object-oriented programming), kernel (operating system), number, python (programming language), snippet (programming), subroutine, template (c++), eigenvalues and eigenvectors, python software foundation, pycon us, pycon us 2021, python talks 2021, pycon talks 2021, python 2021, python talk 2021, adding numpy operators to pytorch, api compatibility, data science workflow python, mike ruberry python, numpy operators, pytorch and hardware accelerators, randall hunt python, when pytorch is different from numpy, working with tensors, multiplicative inverse
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Intro | Exascale Day

10/15/2020
Views 92
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biodiversity, biology, computer, computing, expert, forecasting, human, innovation, international space station, space, technology, twitter, water, altitude, earth, flops, floating-point arithmetic, gravity, hashtag, scientist, supercomputer, weather forecasting, exascale computing, free fall, the twilight zone tower of terror, university of edinburgh
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ASIC-based parallel processing for flexible multi-coin platform

07/23/2020
Views 44
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algorithm, bitcoin, computer, cryptocurrency, engine, engineering, graphics processing unit, internet, mining, music, nvidia, pollution, reason, siri, technology, youtube, 32-bit computing, cuda, computer data storage, floating-point arithmetic, instruction set architecture, parallel computing, switch, tablet computer, performance per watt, ddr sdram
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Hyperparameter Importance | PyTorch Developer Day 2020

11/12/2020
Views 1.13 K
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ai, algorithm, artificial intelligence, deep learning, dimension, facebook, gradient descent, graphics processing unit, machine learning, ml, optuna, pytorch, tax, time, artificial neural network, batch normalization, bayesian inference, convolutional neural network, curse of dimensionality, encoding (memory), floating-point arithmetic, function (mathematics), hyperparameter (machine learning), hyperparameter optimization, integer, jpeg, learning rate, logarithm, mathematical optimization, stochastic gradient descent, ptd2, pytorch 1.7, pytorch developer day, crissman loomis, hyperparameter importance
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Making PyTorch More "NumPy Compatible" | PyTorch Developer Day 2020

11/12/2020
Views 667
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ai, api, artificial intelligence, central processing unit, computing, facebook, graphics processing unit, machine learning, ml, numpy, pytorch, statistics, algebra, application-specific integrated circuit, array data type, artificial neural network, data type, fast fourier transform, floating-point arithmetic, fourier transform, function (mathematics), integer, linear algebra, pi, python (programming language), snippet (programming), quantile, module (mathematics), ptd2, pytorch 1.7, pytorch developer day, mike ruberry, bessel function, division (mathematics)
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