Daily Feed: Join the CUDA Mode Resource Stream, Revisit the PyTorch 2023 Conference, Listen to Data Science Applications in Developing Sustainable Buildings
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CUDA MODE Resource Stream
Source: CUDA MODE (via GitHub)
Discover the CUDA MODE Resource Stream for all things CUDA: profiling, optimization, and development tools like Triton. #CUDA #GPUComputing #MachineLearning #ReadingGroup
Learn From Data
Unlocking wisdom, one data point at a time
PyTorch Conference 2023
Source: PyTorch Playlist (via YouTube)
Edu/Org/Comp: PyTorch
Instructor(s): Multiple Speakers
PyTorch Conference 2023 in San Francisco: Discover PyTorch 2.1, engage with experts, and explore ML trends. #PyTorchConf2023 #MachineLearning #DeepLearning
Stories
Every byte tells a story
Analytics & Business Intelligence
How to Use Log Analytics in Cloud Logging to gain deeper network insights
Source: Google Cloud Blog
Author(s): Mary Colley, Charles Baer
Date: 2023-04-26
Log Analytics in Google Cloud aids network optimization by analyzing VPC Flow Logs for insights and anomalies. #CloudLogging #LogAnalytics #NetworkInsights #GoogleCloud
Applications
Uncovering user friction with insights from Fullstory's Irv Salisbury
Source: Fullstory Blog
Author(s): Irv Salisbury
Date: 2024-04-08
Uncovering user friction using signals like network errors, dead clicks, rage clicks, and more. #UserFriction #WebAnalytics #UserExperience #DigitalOptimization
Artificial Intelligence & Data Science
Vector Databases: Intro, Use Cases, Top 5 Vector DBs
Source: Software 2.0 (V7 Blog)
Author(s): Deval Shah
Date: 2023-11-02
Vector databases excel in AI, enabling efficient handling of high-dimensional data for LLMs and semantic searches. #VectorDatabases #AI #SemanticSearch #LargeLanguageModels
Data Ventures & Solutions
Pioneering AI in Your Organisation: The Build vs. Buy Debate
Source: Deeper Insights Blog
Author(s): Sam Yoshua
Date: 2024–02–12
Deciding on AI solutions: weigh data quality, budget, goals, ethics, updates. Custom AI = unique control; purchased AI = quick, cost-effective. #AI #BuildVsBuy #DataEthics
Systems & Infrastructure
Time Series Databases (TSDBs) Explained
Source: Splunk Blog
Author(s): Austin Chia
Date: 2024-04-09
Time series databases (TSDBs) are optimized for handling time-stamped data, enabling high-performance, real-time analytics. Key benefits include time-based indexing, scalability, and real-time insights. #TSDB #TimeSeriesData #RealTimeAnalytics #DataManagement #IoT
Voices of Data
Decoding the data mesh through dialogue
Episode 122: The Intersection of Building Science and Data Science
Source: The Build Show Podcast
Date: 2024-02-16
Exploring how building and data science combine to decarbonize buildings, enhancing efficiency and comfort. #BuildingScience #DataScience #Decarbonization #SustainableBuilding
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