Tag: Analytics
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Physics-informed machine learning: Leveraging physical laws and energy-based models
Posted on January 30, 2026, Level advanced Resource Length long
This comprehensive article explores the intersection of machine learning and physics, proposing novel models and architectures that incorporate physical laws and geometric principles for more efficient, transparent, and robust AI systems. By Hyperbole.
Tags machine-learning big-data analytics database data-science
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Building modern databases with the FDAP stack
Posted on January 26, 2026, Level intermediate Resource Length medium
The FDAP stack – Flight, DataFusion, Arrow, and Parquet – represents a significant shift in database development, prioritizing modularity and leveraging existing open-source technologies for modern analytic systems. By gotopia.tech.
Tags app-development big-data analytics database data-science
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Apache Airflow for MLOPS and ETL - Description, benefits and examples
Posted on July 24, 2025, Level intermediate Resource Length long
Apache Airflow is a leading open-source tool for workflow orchestration, designed to manage complex tasks in Python. Developed by Airbnb and now part of the Apache Software Foundation, it's widely adopted for its flexibility and scalability in data engineering workflows. By Rost Glukhov.
Tags apache open-source analytics big-data data-science
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Linux surpasses 5% market share on US desktops for the first time
Posted on July 19, 2025, Level beginner Resource Length short
The rise in Linux desktop market share is significant, representing an evolving landscape for operating system technologies. This necessitates strategic considerations around platform support, security hardening, and potential integration opportunities. Understanding the drivers of this shift (privacy, open-source ethos, hardware compatibility) informs our long-term technology roadmap and investment decisions regarding containerization, virtualization, and cloud-native architectures. The increasing reliance on Linux-based systems also influences developer toolchains and deployment strategies. By Skye Jacobs.
Tags browsers open-source linux cio analytics
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How gen AI is helping drive vehicle autonomy
Posted on April 12, 2025, Level beginner Resource Length long
AI can be a key enabler in overcoming technological hurdles to vehicle autonomy by generating synthetic datasets, for example. Collaboration within the autonomous vehicle industry is key to harnessing the potential of gen AI, while addressing associated risks. By Maria Alonso, Alex Koster and Paul Jordan.
Tags ai miscellaneous analytics big-data robotics
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AI-driven weather prediction breakthrough reported
Posted on April 8, 2025, Level beginner Resource Length medium
Researchers say Aardvark Weather uses thousands of times less computing power and is much faster than current systems. By Rachel Hall and Ian Sample.
Tags ai agile miscellaneous analytics big-data cio data-science
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Seven essential big data analytics tools every business needs in 2025
Posted on March 5, 2025, Level beginner Resource Length medium
Data floods in by the second, fueling every facet of business operations. Yet, raw data offers little value on its own — this is where big data analytics tools step in, transforming numbers into actionable insights. By Irina Prevalova.
Tags analytics cloud big-data database
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What do we know about the economics of AI?
Posted on December 21, 2024, Level beginner Resource Length medium
The MIT News article titled 'What Do We Know About Economics and AI?' explores the intersection of economics with artificial intelligence (AI). By Peter Dizikes.
Tags data-science ai learning analytics cio big-data
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Rapid progress in AI research and development faces hurdles
Posted on June 24, 2024, Level beginner Resource Length short
Major Chinese tech companies last week announced extensive price cuts for their large language model (LLM) products used for generative artificial intelligence, a move that experts say is tipped to speed up the application of AI models in the domestic market and in research. By Amber Wang.
Tags ai analytics big-data cio
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Big data strategies
Posted on June 16, 2024, Level beginner Resource Length short
Do I have "big data"? Oddly, this is not actually a straightforward question for two reasons. By @practicaldatascience.org.
Tags analytics big-data app-development management cio how-to
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Business intelligence services: Navigating the future of data analytics
Posted on March 10, 2024, Level beginner Resource Length medium
How does a business make key decisions? In a business environment, decisions take place based on evidence and information derived through various operations. A company decides to expand its manufacturing facility to produce more goods when shifts in consumer demand indicate growth. By infomineo.com.
Tags learning analytics cio big-data
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Introducing WAP pattern support with Apache Iceberg
Posted on February 3, 2024, Level intermediate Resource Length long
If you're using SQLMesh alongside Apache Spark and Apache Iceberg, I have some exciting news for you! Starting from version 0.57.0, SQLMesh applies the Write-Audit-Publish (WAP) pattern when executing models using Apache Spark and the Apache Iceberg data format. The best part? No user action is required to enable this behavior - it's enabled by default. By Iaroslav Zeigerman.
Tags analytics big-data app-development apache devops