Tag: Big data
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Anonymize RAG data in IBM Granite and Ollama using HCP Vault
Posted on June 8, 2025, Level beginner Resource Length long
In this summary, we explore how IBM Granite and Ollama can be integrated with HCP Vault to handle sensitive data effectively. The method involves configuring vaults to mask or tokenize data before passing it to the LLMs, ensuring that personal identifiable information (PII) is protected. By Rosemary Wang.
Tags ibm big-data ai data-science devops
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Introducing KBLaM: Bringing plug-and-play external knowledge to LLMs
Posted on May 20, 2025, Level beginner Resource Length medium
Large language models (LLMs) have demonstrated remarkable capabilities in reasoning, language understanding, and even creative tasks. Yet, a key challenge persists: how to efficiently integrate external knowledge. By Taketomo Isazawa.
Tags azure cloud ai cio big-data
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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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Raspberry Pi AI camera explained: What it is & how to use it
Posted on April 24, 2025, Level beginner Resource Length long
The Raspberry AI Camera is a high-resolution visual sensor with a neural processing unit (NPU). This hardware makes it perfect for AI vision capabilities—such as object detection, pose estimation, and semantic segmentation—and lets it process images/videos on-device. By Thomas Dyan.
Tags big-data machine-learning ai robotics python
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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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Top 20 crypto chart patterns and downloadable PDF
Posted on January 5, 2025, Level intermediate Resource Length long
Unlock the secrets of cryptocurrency price movements with our comprehensive guide to crypto chart patterns! As an investor, being able to recognize and respond to these patterns is crucial in making informed decisions about when to buy or sell. In this article, we'll dive into the world of crypto chart analysis and explore some of the most common and effective patterns to look out for. By Lana Sparrow.
Tags crypto management teams learning big-data
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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