What is PyTorch? Python machine learning on GPUs
PyTorch 1.10 is production ready, with a rich ecosystem of tools and libraries for deep learning, computer vision, natural language processing, and more. Here's how to get started with PyTorch.
Stories by Martin Heller
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What is neural architecture search? AutoML for deep learning
Neural architecture search promises to speed up the process of finding neural network architectures that will yield good models for a given dataset.
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Assessing human-in-the-loop machine learning: better data, better models
Human-in-the-loop machine learning takes advantage of human feedback to eliminate errors in training data and improve the accuracy of models.
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16 irresistible cloud innovations
The public cloud is teeming with the latest and greatest development, devops, and AI tools for building better and smarter applications faster.
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GitHub Copilot preview offers hope
Copilot technical preview doesn’t always generate good, correct, or even running code, but it’s still somewhat useful. Future versions could be real time-savers.
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Explainable AI explained
Some day machine learning models may be more ‘glass box‘ than black box. Until then, explainability tools and techniques can help us understand how a black box model makes its decisions.
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Examining data warehouses: the source of business intelligence
Enterprise data warehouses are comprehensive structured data stores designed for analysis. They often serve as the data sources for BI systems and machine learning.
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How low-code development leads to faster app creation
A good low-code development platform can help developers build apps faster at lower cost. A no-code platform allows non-programmers to contribute to development.
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Assessing Dataiku: data science fit for the enterprise
Dataiku’s end-to-end machine learning platform combines visual tools, notebooks, and code to address the needs of data scientists, data engineers, business analysts, and AI consumers.
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How customers select RPA software, and the vendors leading the market
Menial tasks rob workers of time they could spend on more productive activities. Done right, RPA can banish bucketfuls of mindless chores.
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How customers choose a cloud-based CI/CD platform
Hosting CI/CD in the cloud can both speed up interactions between development pipelines and source code repositories and make life easier for developers.
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Oracle Database 21c review: The old RDBMS is new again
Major upgrade to the ever-evolving Oracle Database brings JavaScript support, graph optimisations, in-memory enhancements, and dramatic improvements to JSON operations and in-database machine learning.
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Interpreting data wrangling and exploratory data
Data wrangling and exploratory data analysis are the difference between a good data science model and garbage in, garbage out.
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How to choose a cloud serverless platform
From AWS Lambda and Azure Functions to Knative and OpenFaaS, we have at least a dozen functions-as-a-service platforms to choose from. Here’s how to navigate the options.
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Review: AWS AI and Machine Learning stacks up
Amazon Web Services provides an impressively broad and deep set of machine learning and AI services, rivalling Google Cloud and Microsoft Azure.
Events
ARN Innovation Awards 2022
Innovation Awards is the market-leading awards program for celebrating ecosystem innovation and excellence across the technology sector in Australia.
EDGE 2022
EDGE is the leading technology conference for business leaders in Australia and New Zealand, built on the foundations of collaboration, education and advancement.
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