Must learn ML deployment techniques as a data scientist 1. Model serving – REST APIs, Dedicated server
2. Containerization – Docker
3. Cloud deployment – AWS/GCP/Azure Learn more about cloud platforms here
DATA
-
Essential ML Deployment Techniques for Data Scientists
By
–
-
Snowflake Transforms Data with Generative AI Synthetic Data
By
–
Discover how cloud data giant #Snowflake is revolutionizing the use of #synthetic #data created through #generative #AI to overcome the challenges of real-world data collection, enhancing #privacy and reducing #bias while also leveraging AI.
-
LMSYS-Chat-1M: 1M Conversations Dataset with 25 LLMs
By
–
6/ LMSYS-Chat-1M – a large-scale dataset containing 1 million real-world conversations with 25 state-of-the-art LLM; it is collected from 210K unique IP addresses on the Vincuna demo and Chatbot Arena website.
-
AlphaMissense: AI Model Classifies Genetic Disease Variants
By
–
1/ AlphaMissense – an AI model classifying missense variants to help pinpoint the cause of diseases; used to develop a catalogue of genetic mutations; it can categorize 89% of all 71 mil missense variants as either likely pathogenic or likely benign.https://t.co/TIYUbN4hYu
— DAIR.AI (@dair_ai) 24 septembre 20231/ AlphaMissense – an AI model classifying missense variants to help pinpoint the cause of diseases; used to develop a catalogue of genetic mutations; it can categorize 89% of all 71 mil missense variants as either likely pathogenic or likely benign.
-
Data Classification Strategy Protects Organizations From Breaches
By
–
Data classification is an essential strategy that business leaders must use to protect their organizations. In addition, the use of four levels of data classification increases the likelihood of reporting data breaches. Source @Capterra > https://
bit.ly/3r0myY9 via @antgrasso -
API Design Principles for Distributed Systems Architecture
By
–
Presentation: Connecting the Dots: API Design in a Distributed World #DataIntelligence #DataArchitect #DataEngineer https://
infoq.com/presentations/
api-design-distributed-systems/?utm_campaign=infoq_content&utm_source=dlvr.it&utm_medium=twitter&utm_term=ArchitectureDesign
… -
Stock Photo Licensing Data vs Copyright Denial in AI
By
–
This is correct. The stock photo companies are not officially licensing Copyright to the AI companies (Shutterstock → OpenAI) because that would be admitting that copyright is necessary, which AI companies want to deny. The licensing is, for example, high-quality data.
-
AI Training Data Liability and Stock Photography Market Disruption
By
–
Oh, there's a case of liabilities for sure. If they let in random stuff, they don't know the origins. If they do it with their own models trained on their own data, they know exactly what went in. I don't see traditional stock photography surviving beyond dataset licensing.
-
NASA Plans Blockchain Data Storage on Moon
By
–
#NASA plans to use blockchain to store data on the #Moon! https://
interestingengineering.com/innovation/nas
a-plans-to-use-blockchain-to-store-data-on-the-moon
… #BlockChain #BlockchainGaming #BlockchainEducation #blockchains #blockchainart #BlockchainPoker #IoTA #ethereum #HyperLedger #DistributedLedger #tech #Technology #TechNews #dApp #RT -
Creator Reaches 5K YouTube Milestone with Streamlit Data Science
By
–
Huge congrats to my friend @andfanilo for reaching the 5k mark on YouTube! Keep inspiring us with your @Streamlit apps and #DataScience insights! > https://
youtube.com/@andfanilo