#SymLink: The article emphasizes the importance of data-centric AI in achieving higher accuracy and extracting valuable insights, emphasizing the need to improve data quality and management while utilizing tools and automation to streamline the process. #DataCentricAI #AI #DataQuality #DataManagement
https://highfens.com/2023/06/23/discover-the-importance-of-data-centric-ai/
#SymLink #datacentricai #ai #dataquality #datamanagement
Attended The Future of Data Centric AI 2023 (#datacentricAI) conference organized by
@snorkelai, here is my trip report, hope you find it useful -- https://sujitpal.blogspot.com/2023/06/future-of-data-centric-ai-trip-report.html
On #TheDataExchangePod: Discover challenges in scaling machine learning data sets with researcher Pablo Villalobos Sánchez of Epoch AI . Explore #scalinglaws & other trends in #NLProc, computer vision, and more.
#MachineLearning #AI #deeplearning #datascience #MLdata #DataCentricAI
https://thedataexchange.media/lack-of-data-and-scaling-laws/
#datacentricai #mldata #datascience #deeplearning #ai #machinelearning #nlproc #scalinglaws #TheDataExchangepod
On #TheDataExchangePod: Discover challenges in scaling machine learning data sets with researcher Pablo Villalobos Sánchez of Epoch AI . Explore #scalinglaws & other trends in #NLProc, computer vision, and more.
#MachineLearning #AI #deeplearning #datascience #MLdata #DataCentricAI
https://thedataexchange.media/lack-of-data-and-scaling-laws/
#datacentricai #mldata #datascience #deeplearning #ai #machinelearning #nlproc #scalinglaws #TheDataExchangepod
On #TheDataExchangePod: Discover challenges in scaling machine learning data sets with researcher Pablo Villalobos Sánchez of Epoch AI . Explore #scalinglaws & other trends in #NLProc, computer vision, and more.
#MachineLearning #AI #deeplearning #datascience #MLdata #DataCentricAI
https://thedataexchange.media/lack-of-data-and-scaling-laws/
#datacentricai #mldata #datascience #deeplearning #ai #machinelearning #nlproc #scalinglaws #TheDataExchangepod
On #TheDataExchangePod: Discover challenges in scaling machine learning data sets with researcher Pablo Villalobos Sánchez of Epoch AI . Explore #scalinglaws & other trends in #NLProc, computer vision, and more.
#MachineLearning #AI #deeplearning #datascience #MLdata #DataCentricAI
https://thedataexchange.media/lack-of-data-and-scaling-laws/
#datacentricai #mldata #datascience #deeplearning #ai #machinelearning #nlproc #scalinglaws #TheDataExchangepod
Looking forward to @pgroth@birdsite's talk today at #wuwien #datacentricAI https://www.wu.ac.at/en/dpkm/news-details/detail/guest-talk-paul-groth-data-curation-and-debugging-for-data-centric-ai/
#DataCentricAI free course by #MIT
#machinelearning #data #datacleaning #datacentric #ai #artificialintelligence
#datacentricai #mit #machinelearning #data #datacleaning #datacentric #ai #artificialintelligence
🆕 collaboration with Assaf Araki of Intel Capital: We Explore the Evolving Landscape of Hardware for Artificial Intelligence.
We discuss hardware implications of recent trends in #AI, including: #datacentricAI, increasingly larger models, #GenerativeAI & #FoundationModels, & the emergence of decentralized custom models.
#AI #MachineLearning #Deeplearning
https://gradientflow.com/ai-hardware-2023/
#deeplearning #machinelearning #foundationmodels #GenerativeAI #datacentricai #ai
🆕 collaboration with Assaf Araki of Intel Capital: We Explore the Evolving Landscape of Hardware for Artificial Intelligence.
We discuss hardware implications of recent trends in #AI, including: #datacentricAI, increasingly larger models, #GenerativeAI & #FoundationModels, & the emergence of decentralized custom models.
#AI #MachineLearning #Deeplearning
https://gradientflow.com/ai-hardware-2023/
#deeplearning #machinelearning #foundationmodels #GenerativeAI #datacentricai #ai
🆕 collaboration with Assaf Araki of Intel Capital: We Explore the Evolving Landscape of Hardware for Artificial Intelligence.
We discuss hardware implications of recent trends in #AI, including: #datacentricAI, increasingly larger models, #GenerativeAI & #FoundationModels, & the emergence of decentralized custom models.
#AI #MachineLearning #Deeplearning
https://gradientflow.com/ai-hardware-2023/
#deeplearning #machinelearning #foundationmodels #GenerativeAI #datacentricai #ai
🆕 collaboration with Assaf Araki of Intel Capital: We Explore the Evolving Landscape of Hardware for Artificial Intelligence.
We discuss hardware implications of recent trends in #AI, including: #datacentricAI, increasingly larger models, #GenerativeAI & #FoundationModels, & the emergence of decentralized custom models.
#AI #MachineLearning #Deeplearning
https://gradientflow.com/ai-hardware-2023/
#deeplearning #machinelearning #foundationmodels #GenerativeAI #datacentricai #ai
🆕 collaboration with Assaf Araki of Intel Capital: We Explore the Evolving Landscape of Hardware for Artificial Intelligence.
We discuss hardware implications of recent trends in #AI, including: #datacentricAI, increasingly larger models, #GenerativeAI & #FoundationModels, & the emergence of decentralized custom models.
#AI #MachineLearning #Deeplearning
https://gradientflow.com/ai-hardware-2023/
#deeplearning #machinelearning #foundationmodels #GenerativeAI #datacentricai #ai
🆕 collaboration with Assaf Araki of Intel Capital: We Explore the Evolving Landscape of Hardware for Artificial Intelligence.
We discuss hardware implications of recent trends in #AI, including: #datacentricAI, increasingly larger models, #GenerativeAI & #FoundationModels, & the emergence of decentralized custom models.
#AI #MachineLearning #Deeplearning
#deeplearning #machinelearning #foundationmodels #GenerativeAI #datacentricai #ai
Brett on how “better data beats math” WASNT the full-story #datadaytexas #ddtx2023 #modeltraining #datascience #datacentricai
#datadaytexas #ddtx2023 #modeltraining #datascience #datacentricai
#BrentSchneeman #datacentricai #data vs #algorithms for Data Science & ML at #DataDayTexas2023 #dataday
#brentschneeman #datacentricai #data #algorithms #datadaytexas2023 #dataday
🦅 The eagle has landed! Excited for tomorrow's Data Day Texas lineup & events!
🤯 The caliber of speakers is absolutely phenomenal, if you're in the Austin area definitely consider dropping by & checking it out!
👏🏻 Congrats to Lynn Bender & team for an incredible line-up!
To see the latest schedule of sessions, check this link: https://datadaytexas.com/2023/schedule
#mlops #dataops #datacentricai #dataengineering #machinelearning #datamodeling #nlp
#MLops #dataops #datacentricai #dataengineering #machinelearning #datamodeling #nlp
On #TheDataExchangePod: Watchful CEO, Shayan Mohanty, discusses the problem of data labeling and the modern, interactive solution they developed to put control back in the hands of experts. Learn about the data management system they built with Rust and their plans to open source key components. #datamanagement #opensource #AI #machinelearning #data #datascience #datacentricAI
https://thedataexchange.media/building-a-data-management-system-for-unstructured-data/
#datacentricai #datascience #data #machinelearning #ai #opensource #datamanagement #TheDataExchangepod
❓❓ What is the difference between Model-Centric AI vs Data-Centric AI ❓❓
By analogy:
👉🏻 #ModelCentricAI ➡️ The workout matters 🏋🏻♀️
👉🏻 #DataCentricAI: ➡️ The diet matters 🥗
So the difference between Model-Centric AI and Data-Centric AI is like optimizing on the workout (types of lifts, cardio, reps & intensity, etc) versus optimizing the diet (caloric intake, macros, timing, etc).
#modelcentricai #datacentricai #MLops #dataengineering #productionml #mlsystems