Tag: Machine learning
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The future of computer vision
Posted on June 5, 2022, Level beginner Resource Length medium
Computer vision is a rapidly growing field in research and applications. Advances in computer vision research are now more directly and immediately applicable to the commercial world. By Richmond Alake.
Tags cloud miscellaneous cio big-data machine-learning data-science
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MLOps in 10 minutes
Posted on May 24, 2022, Level beginner Resource Length long
How MLOps helps across all stages of ML project. By Alexey Grigorev.
Tags machine-learning management big-data data-science
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Ray on databricks
Posted on January 31, 2022, Level intermediate Resource Length long
Ray is an open-source project first developed at RISELab that makes it simple to scale any compute-intensive Python workload. With a rich set of libraries and integrations built on a flexible distributed execution framework, Ray brings new use cases and simplifies the development of custom distributed Python functions that would normally be complicated to create. By Stephen Offer.
Tags data-science python machine-learning big-data
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One board to rule them all: History of the Arduino UNO
Posted on January 1, 2022, Level beginner Resource Length long
As familiar as we all are with the UNO, there's probably a lot you don't know about the iconic Arduino microcontroller board. Put on your rose-tinted spectacles, and let's wax poetic about the origins of this beloved maker board. By Arduino team.
Tags big-data machine-learning robotics miscellaneous iot
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How to build a powerful e-learning platform using Scala and Redis
Posted on December 9, 2021, Level beginner Resource Length medium
Never before has online learning been so accessible. Whether you want to discover more about cryptocurrency, sharpen your programming skills or even just learn a new language, the digital age has gifted everyone access to a phenomenal amount of content. However, over time e-learning has been viewed as just another digital commodity, where users expect all online content to be instantaneous. Speed remains crucial to performance, where any lags or delays in page loading time kills the user's experience. By Redis Growth Team.
Tags cloud miscellaneous scala java machine-learning big-data nosql
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How much has Quantum Computing actually advanced?
Posted on December 3, 2021, Level beginner Resource Length medium
Lately, it seems as though the path to quantum computing has more milestones than there are miles. Judging by headlines, each week holds another big announcement—an advance in qubit size, or another record-breaking investment. This is Q&A with the former chief architect of Google's Sycamore, John MartinisBy Dan Garisto.
Tags machine-learning big-data cloud servers distributed
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Creating ML model with Swift & CreateML
Posted on December 2, 2021, Level intermediate Resource Length medium
We know machine learning is so popular in mobile and desktop applications. Therefore we need basic ML skills to follow this trend. By Oguz Kayra.
Tags machine-learning big-data how-to swiftlang app-development
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Introduction to Numpy in python
Posted on November 25, 2021, Level beginner Resource Length long
NumPy is a valuable and efficient tool for dealing with large amounts of data. NumPy is quick; thus, it's easy to work with a vast amount of data. Data analysis libraries like NumPy, SciPy, Pandas, and others have exploded in popularity due to the data science revolution. By Sonia Jessica.
Tags python machine-learning big-data how-to learning
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I want to learn Artificial Intelligence and Machine Learning. Where can I start?
Posted on November 24, 2021, Level beginner Resource Length long
How I went from Apple Genius to startup failure to Uber Driver to Machine Learning engineer. An older article about journey to become ML expert by Daniel Bourke.
Tags cloud machine-learning big-data how-to learning
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What is artificial intelligence and how does the EU plan to regulate it?
Posted on November 12, 2021, Level beginner Resource Length short
Receiving a film recommendation on your favourite video-on-demand platform, unblocking your phone with your face, using autocorrect, and chatting with a chatbot: all of these are everyday examples of Artificial Intelligence (AI). Despite sounding futuristic, AI is already being used by European citizens daily. Its opportunities can be endless, but there are also risks on the table. By Aida Sanchez Alonso.
Tags big-data miscellaneous cio startups machine-learning learning
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Kubeflow fundamentals: Distributions and installations
Posted on October 10, 2021, Level intermediate Resource Length medium
The aim of the series is to walk you through a detailed introduction of Kubeflow, a deep-dive into the various components and how they all come together to deliver a complete MLOps platform. By Jimmy Guerrero.
Tags devops cloud kubernetes machine-learning
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How to deploy a machine learning model with FastAPI, Docker and Github Actions
Posted on October 1, 2021, Level intermediate Resource Length long
You've just trained a model and you're happy with it because it performs well on your local cross-validation. Now is the time to put this model in production so that other teams within your organization can consume it and embed it in their applications. By Ahmed Besbes.
Tags machine-learning learning big-data devops agile