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This makes your code more readable than using a standard tuple. This makes your code more readable than using a standard tuple. This makes your code more readable than using a standard tuple. They definitely have their uses.
By Josep Ferrer , KDnuggets AI Content Specialist on July 15, 2025 in Data Science Image by Author Delivering the right data at the right time is a primary need for any organization in the data-driven society. Image by Author It is a common misconception to equate a data pipeline with any form of data movement.
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With over 30 million monthly downloads, Apache Airflow is the tool of choice for programmatically authoring, scheduling, and monitoring data pipelines. Airflow enables you to define workflows as Python code, allowing for dynamic and scalable pipelines suitable to any use case from ETL/ELT to running ML/AI operations in production.
By Bala Priya C , KDnuggets Contributing Editor & Technical Content Specialist on July 16, 2025 in Python Image by Author | Ideogram Pythons expressive syntax along with its built-in modules and external libraries make it possible to perform complex mathematical and statistical operations with remarkably concise code.
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Last Updated on December 15, 2024 by Editorial Team Author(s): Raghu Teja Manchala Originally published on Towards AI. Source: Image by the author. Source: Image by the author. Source: Image by the author. Source: Image by the author. Source: Image by the author. Source: Image by the author.
By Kanwal Mehreen , KDnuggets Technical Editor & Content Specialist on July 24, 2025 in Python Image by Author | Canva # Introduction When you’re new to Python, you usually use “for” loops whenever you have to process a collection of data. She co-authored the ebook "Maximizing Productivity with ChatGPT". Loop through them.
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Last Updated on October 31, 2024 by Editorial Team Author(s): Jonas Dieckmann Originally published on Towards AI. Image by author GenAI can automatically detect and correct these discrepancies, resulting in a clean and reliable mapping dataset. Image by author The result is straightforward but accurate in this case.
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Last Updated on November 10, 2024 by Editorial Team Author(s): Tata Ganesh Originally published on Towards AI. Figure by author. For example, the authors use entropy of the student model’s predicted probability distribution to quantify uncertainty. Figure by Author. This process is illustrated below.
LLMs have millions of users around the world," Isabella Loaiza, postdoctoral researcher at MIT Sloan and one of the report's authors, told Mashable. "So Access to reliable information on the state and health of the institutions that uphold democracy is critical for civic participation," said report co-author Roberto Rigobon.
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Figure 2: Construction of 2-dimensional KD-tree on sample data points (source: image by the author). Figure 3: Illustration of how KD-tree partitions the space into multiple regions (source: image by the author). Figure 5: Forward traversal to find the region where the query point lies (source: image by the author).
Last Updated on November 8, 2024 by Editorial Team Author(s): Joseph Robinson, Ph.D. The author created a visual. Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium.
Speaker: Akeel Jabber, B2B SaaS Investor and Growth Marketer at Horizen Capital
This exclusive webinar with industry authorities Akeel Jabber and Bruce McMeekin will explore the dynamic duo of direct mail marketing and digital marketing, and teach you how to get started with blending these approaches into an effective and impactful marketing strategy! where should you start?
Before processing the request, a Lambda authorizer function associated with the API Gateway authenticates the incoming message. Under Visibility , select Make this Chat app available to specific people and groups in and provide email addresses for individuals and groups who will be authorized to use your app. Choose Save.
The authors introduce MEMAGENT , a novel agent workflow that reads text in segments and updates a fixed-length memory using an overwrite strategy, trained end-to-end with reinforcement learning (RL).
The authors describe how reduced dietary availability and systemic loss of cysteine leads to adipose tissue browning and rapid weight loss in mice and humans. In obese mice, cysteine deprivation induced rapid adipose browning, increased energy expenditure leading to 30% weight loss and reversed metabolic inflammation.
Caturegli said he guessed that nobody had yet registered the domain akam.ne, which is under the purview of the top-level domain authority for the West Africa nation of Niger. Instead, he alerted MasterCard that the domain was theirs if they wanted it, copying this author on his notifications. “This typo has now been corrected.”
However, during development – and even more so once deployed to production – best practices for operating and improving generative AI applications are less understood.
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First, the authors collected over 1,500 stories from Project Gutenberg and movie script websites, along with their corresponding plot summaries from Wikipedia. All the questions were then reviewed by the authors, who ultimately accepted 79.4% NovelQA , introduced by Wang et al. Annotators created 2,305 questions in two phases.
From scaling pandas DataFrames to feature engineering with geography data, the goal is to help you work at scale with familiar tools. Ready to give one a shot? You can start exploring at no cost today in the BigQuery Sandbox!
Agent architecture The following diagram illustrates the serverless agent architecture with standard authorization and real-time interaction, and an LLM agent layer using Amazon Bedrock Agents for multi-knowledge base and backend orchestration using API or Python executors. Domain-scoped agents enable code reuse across multiple agents.
Full disclosure: the author is affiliated with Intel.) ", ) demo.launch() Image by author [link] With just a few lines, you can have a web app where users can type text, pick a speaker, and listen to the generated audio—all running locally.
Last Updated on November 1, 2024 by Editorial Team Author(s): Gencay I. Originally published on Towards AI. Automate Data Analysis with Pandas This member-only story is on us. Upgrade to access all of Medium.
By Bala Priya C , KDnuggets Contributing Editor & Technical Content Specialist on July 22, 2025 in Python Image by Author | Ideogram # Introduction Most applications heavily rely on JSON for data exchange, configuration management, and API communication. She enjoys reading, writing, coding, and coffee!
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Last Updated on July 10, 2025 by Editorial Team Author(s): Anubha Bhaik Originally published on Towards AI. AI Agents used in the System are powered by LLMs [Source: author] Example Scenarios of Agent Workflows Here are a few sample queries and the agents that would be involved in each case: Query: “Why is task ID TID65738 failing?
It contains services used to onboard, manage, and operate the environment, for example, to onboard and off-board tenants, users, and models, assign quotas to different tenants, and authentication and authorization microservices. It is recommended that you don’t use API keys for authentication or authorization to control access to your APIs.
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This area is write-locked, meaning only authorized firmware components can write to it, preventing accidental modification or tampering. That authorized firmware component we use is the Endpoint Security Controller, a dedicated piece of hardware embedded in business-class HP PCs.
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About the Authors Ameer Hakme is an AWS Solutions Architect based in Pennsylvania. Start building your first generative AI application today by following our step-by-step guide or visit Amazon Bedrock IDE to explore more solutions for your business needs.
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