Inductive biases are always assumptions about the world generating the data. They may, however, be expressed very opaquely as network structure or even arbitrary hacks (easy and common but bad; you should make your assumptions explicit and then test/modify/refute them).
DATA
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Data, Causality, and Action: Beyond Philosophical Definitions
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But data can tell us what happens for every possible configuration of things that affect the barometer and the weather, including your actions. In this view, "causes" is a philosophical statement that is not required to guide your actions (or control a robot).
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Algorithms for Learning Symmetries Save Data in Machine Learning
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We have algorithms for learning symmetries, and using them saves a lot of data. E.g.: https://
homes.cs.washington.edu/~pedrod/papers
/nips14.pdf
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Open Source Python Library for Synthetic Data Evaluation
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Synthetic Data Metrics: An #OpenSource #Python Library That Evaluates Synthetic #Data By Comparing It To The Real Data That You’re Trying To Mimic https://
bit.ly/3CJ64GC
#MachineLearning #DataScience #DataScientists #Analytics #BigData #AI #ML #NLP #TensorFlow #DEVCommunity -
Intel AI Edge Certification: 30-Day Developer Challenge for Smart Manufacturing
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From @intel #Edge #AI Certification to 30 Day #developer Challenge! Explore ways to #learn how to optimise #Smart #technology & an #IIoT #manufacturing case here https://
insight.tech/industry/ai-at
-the-edge-spurs-new-industrial-opportunities?utm_source=twitter&utm_medium=organic&utm_campaign=2022-tdc-eaves
… #SmartNews #IntelPartner @insightdottech #IoT #data #Cloud #100DaysOfCode #ITInfluencer -
System of Constrained Policy Optimization in Machine Learning
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System of Constrained Policy Optimization. @rachelevagordon #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #GoLang #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
bit.ly/3hFaMNx -
How Artificial Intelligence Perceives The Mission District
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What does the Mission look like to an artificial intelligence? – Mission Local Read more here: https://
ift.tt/PBG1jz8 #ArtificialIntelligence #AI #DataScience #100DaysOfCode #Python #MachineLearning #BigData #DeepLearning #NLP #Robots #IoT -
Pixel patterns cause image blur for corporations using uncurated datasets
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The use of these pixel patterns resulted in increasingly blurred images throughout the 2020s for corporations still using uncurated and infringing web-scale datasets — as opposed to the industry standard datasets based on opt-in consent.
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Six Key Capabilities of DataOps for Digital Transformation
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Six capabilities of #DataOps >> http://
ow.ly/wrCw50LqVAJ @fabot70 @MHiesboeck via @fogoros #hitachivantara_iiot #sponsored #digitaltransformation #IIoT #data #datamanagement #GartnerIT #sps_live #SPS2022 #reworkAI #reworkDL #IoTN22 #SCEWC22 #slush2022 -
Top 15 Data Science Projects with Source Code
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Looking to build an awesome data science portfolio? Here are the TOP 15 data science projects with source code to work on Check out the link now