Tag: Data science
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Retrieval Augmented Generation (RAG) tutorial for beginners
Posted on May 9, 2025, Level beginner Resource Length medium
Retrieval-augmented Generation (RAG) is an AI approach that improves machine understanding and response accuracy. By integrating traditional AI language models with real-time retrieval of relevant external data, RAG bridges knowledge gaps, enabling more precise and contextually rich answers. By Vidhi Gupta.
Tags machine-learning data-science big-data ai learning
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Learnings from a machine learning engineer — data
Posted on May 5, 2025, Level beginner Resource Length long
Practical insights for a data-driven approach to model optimization. By David Martin.
Tags machine-learning data-science big-data how-to learning
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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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New Google AI tools 2025: Gemini 2.0, Astra, Veo 2 & Trillium chips
Posted on January 4, 2025, Level beginner Resource Length medium
Google's new AI tools are designed to make life easier, faster, and more accurate. As a CTO, you should keep an eye on these developments, as they have the potential to disrupt industries and drive innovation. By Alex McFarland.
Tags ai google software big-data cio data-science
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How to use Apache Spark for big data processing: A comprehensive guide
Posted on December 27, 2024, Level intermediate Resource Length medium
Apache Spark is an open-source data processing engine that has gained immense popularity in recent years due to its ability to handle large-scale data processing with ease. One of the key features of Spark is its distributed computing architecture, which allows it to process big data sets across multiple machines in parallel. This makes it an ideal choice for handling large datasets and providing real-time insights. By S Akash.
Tags apache big-data data-science cloud
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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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The security risks and benefits of AI/LLM in software development
Posted on December 11, 2024, Level beginner Resource Length long
In a world where 67% of organizations are either using or planning to use AI, the software development landscape is undergoing a seismic shift. Artificial Intelligence, Machine Learning, and Large Language Models (AI/ML/LLMs) aren't just buzzwords anymore—they are reshaping how we build, secure, and innovate. By securityjourney.com.
Tags data-science ai software infosec programming
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Advanced SQL techniques to transform data analysis
Posted on November 30, 2024, Level intermediate Resource Length medium
This article covers the proactive way of presenting data analysis by using advanced SQL techniques and offers a step-by-step approach to improving the speed of your queries and their accuracy. By dasca.org.
Tags cloud big-data database mysql data-science
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How to use AI in DevOps
Posted on June 26, 2024, Level beginner Resource Length medium
Did you miss a critical bug? Spent hours troubleshooting a failed deployment? DevOps professionals have been there more often than they'd like. By @clickup.com.
Tags ai data-science cio devops
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Everything Apple Intelligence will do for you (so far)
Posted on June 14, 2024, Level beginner Resource Length medium
While the arrangement between OpenAI and Apple is attracting a lot of attention, Apple has put together a sizable number of its own large language model (LLM) tools that will run on a compatible device or in its secure cloud, Private Cloud Compute. By Jonny Evans.n.
Tags ai app-development big-data data-science robotics
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Big data statistics 2023: How much data is in the world?
Posted on June 6, 2024, Level beginner Resource Length medium
You've probably noticed that the term "big data" is frequently used these days. That's because big data is a major player in the digital age. This term refers to complex and massive data sets that far exceed the potential of traditional data processing applications. By Ogi Djuraskovic.
Tags fintech app-development big-data data-science miscellaneous
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Unleashing the power of graph and vector databases in the age of generative AI
Posted on June 2, 2024, Level beginner Resource Length short
The rise of generative AI has transformed the landscape of data storage and analysis, but it's also showcasing the importance of key data management approaches, especially between graph and vector databases as powerful tools for this new era. Understanding the unique strengths and best practices of each technology is essential to help supercharge these proven machine learning techniques to maximize the potential gains from generative AI. By insidebigdata.com.
Tags database app-development ai big-data cio data-science