KDnuggets

OCTOBER 17, 2023

Explore the Chain-of-Verification prompt engineering method, an important step towards reducing hallucinations in large language models, ensuring reliable and factual AI responses.

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databricks

MAY 1, 2024

The Databricks Data Intelligence Platform offers unparalleled flexibility, allowing users to access nearly instant, horizontally scalable compute resources. This ease of creation can.

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Analytics Vidhya

MARCH 21, 2023

Introduction As AI continues to revolutionize our daily lives, its reliability and security become increasingly concerning. The recent issue of ChatGPT’s user history being unavailable for most users is a stark reminder of these concerns.

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AI AI Analytics Analytics 247

Hacker News

NOVEMBER 29, 2023

To determine who makes the most reliable new cars, Consumer Reports' latest car reliability survey ranks the brands and reveals how regions compare.

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IBM Journey to AI blog

JUNE 29, 2023

Enterprises are constantly looking for new ways to optimize performance, increase reliability and extend asset lifespans—all without adding unnecessary costs. This is why asset reliability is such a critical component of business strategy. What is asset reliability? How does asset reliability work?

Predictive Analytics 86

Predictive Analytics Data Analysis Data Analysis Machine Learning 86

Dataconomy

FEBRUARY 21, 2020

High quality, reliable data forms the backbone for all successful data endeavors, from reporting and analytics to machine learning. The post How to make data lakes reliable appeared first on Dataconomy. Delta Lake is an open-source storage layer that solves many concerns around data.

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Data Lakes Machine Learning Machine Learning Analytics 225

KDnuggets

MAY 18, 2023

Machine Learning System Design: With end-to-end examples is a practical guide for planning and designing successful ML applications. It lays out a clear, repeatable framework for building, maintaining, and improving systems at any scale.

Machine Learning 209

Machine Learning Machine Learning ML ML 209

Hacker News

JANUARY 28, 2024

Cron scripts are responsible for critical Slack functionality. They ensure reminders execute on time, email notifications are sent, and databases are cleaned up, among other things. Over the years, both the number of cron scripts and the amount of data these scripts process have increased.

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Database 168

Hacker News

OCTOBER 27, 2023

Site Reliability Engineering, incident management, learning, lessons learned, SRE

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KDnuggets

NOVEMBER 4, 2021

In this Nov 11 Live Demo, Learn how to get reliable training data for machine learning. Toloka is a crowdsourced data labeling platform that handles data collection and annotation projects for machine learning at any scale.

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Machine Learning Machine Learning 233

IBM Journey to AI blog

APRIL 24, 2023

This season explores achieving our sustainability goals via the practice of Site Reliability Engineering. Listen to the season 2 preview Season 2 looks at reliable sustainability I’m thrilled to say that Making of the SRE Omelette kicked off its season two on Earth Day with the theme of Reliable Sustainability.

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Hacker News

AUGUST 27, 2023

Although efforts have been made to avoid syntax errors and align the code with the intended semantics, the reliability and robustness of the code generationfrom LLMs have not yet been thoroughly studied. We collect 1208 coding questions from StackOverflow on 24 representative Java APIs.

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databricks

MARCH 20, 2024

Introduction After a whirlwind year of developments in 2023, many enterprises are eager to adopt increasingly capable generative AI models to supercharge their.

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Dataconomy

JUNE 14, 2023

This is why using a reliable and accurate currency converter tool is very important. In accordance with the title, we will introduce you to one of the most reliable and efficient online currency converters called CurrencyConverterNow. It is very important to know the exchange rate in order to have the best decision.

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Hacker News

JULY 30, 2023

Conduit is a simple, fast and reliable chat server powered by Matrix. Conduit is an alternative to Synapse and tries to be lightweight and easy to install, but it is still in development.

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Hacker News

DECEMBER 20, 2023

We'll break down the fundamentals of automated testing, software design that enhance testability, and explore testing tools and frameworks.

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KDnuggets

JULY 18, 2023

Data-centric techniques for better Few-Shot Prompting when applying LLMs to Noisy Real-World Data.

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Natural Language Processing 192

IBM Journey to AI blog

DECEMBER 13, 2023

That is the goal of reliability-centered maintenance (RCM) : to extend your management, monitoring and maintenance efforts with more context and to make maintenance optimization strategies more effective, more predictive and more risk based.

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Analytics Analytics Algorithm 68

databricks

MAY 3, 2024

Moving generative AI applications from the proof of concept stage into production requires control, reliability and data governance. Organizations are turning to open.

Data Governance 301

Data Governance AI AI 301

Hacker News

FEBRUARY 15, 2024

Changing production infrastructure can be scary because we don’t want to break things for customers, mistakes happen, and there can be many unknowns. In this post I’ll be discussing a recent over-the-air (OTA) software update to Rivian vehicles that went badly. It is speculative; I have no insider

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Dataconomy

MARCH 24, 2022

Machine learning engineering aims to apply software engineering and data science methods to turn machine learning models into usable functions for products and consumers. Artificial intelligence technology is created using machine learning engineering with massive data sets.

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Hacker News

DECEMBER 29, 2023

A QR code can use one of four error correction levels. Higher error correction forces denser codes, but allows scanning in more situations. A trade-off!

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Hacker News

AUGUST 27, 2023

I'm looking for an algorithm which when given a latitude and longitude pair and a vector translation in meters in Cartesian coordinates (x,y) would give me a new coordinate. Sort of like a reverse

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Algorithm 123

Explosion

JANUARY 22, 2024

Moving beyond a fast prototype, she offers pragmatic solutions to make the pipeline more reliable and cost efficient. Here, Sofie showcases how to build a structured NLP pipeline to mine clinical trials, using spaCy and spacy-llm.

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DataHeroes

JUNE 25, 2023

However, the effectiveness and reliability of these technologies hinge upon one […] The post Effective Strategies for Data Quality Monitoring: Ensuring Accurate and Reliable Data appeared first on DataHeroes. The potential of AI and data-driven insights to revolutionize industries and fuel innovation is undeniable.

Data Quality 52

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Dataversity

MARCH 28, 2022

However, this data is not always useful to business leaders until it is organized to be of higher quality and reliability. The post 5 Ways Data Leaders Can Improve Data Reliability appeared first on DATAVERSITY. Despite its importance to effective data analysis, most business leaders […].

Data Analysis 52

Data Analysis Data Analysis Data Silos Data Quality 52

Dataversity

JULY 1, 2022

A 20-year-old article from MIT Technology Review tells us that good software “is usable, reliable, defect-free, cost-effective, and maintainable. The post How Data Reliability Engineering Can Solve Today’s Data Challenges appeared first on DATAVERSITY. And software now is none of those things.”

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Analytics Analytics DataOps Data Pipeline 52

Dataversity

JANUARY 28, 2022

The post 2022: The Year Automation Comes to the Forefront of Reliability and Experience appeared first on DATAVERSITY. As every organization across every industry addresses their new needs for digital transformation and continues to expand distributed working options for their employees, it’s clear the way […].

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Mlearning.ai

JANUARY 3, 2024

Synthetic Data Generation Pipeline Ragas Documentation Introduction | Ragas RAG pipelines stand as a promising solution to address hallucinations and enhance the reliability of Large Language Models (LLMs). Submission Suggestions Evaluation of RAG Pipelines for more reliable LLM applications was originally published in MLearning.ai

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AI AI Database Artificial Intelligence 52

Hacker News

APRIL 7, 2024

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Analytics Vidhya

APRIL 24, 2024

Generative AI models hold promise for transforming healthcare, but their application raises critical questions about accuracy and reliability. Hugging Face has launched an Open Medical-LLM Leaderboard aiming to address these concerns.

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Google Research AI blog

FEBRUARY 2, 2023

For research, it has not only reduced language model latency for users , designed computer architectures , accelerated hardware , assisted protein discovery , and enhanced robotics , but also provided a reliable backend interface for users to search for neural architectures and evolve reinforcement learning algorithms.

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Flipboard

FEBRUARY 12, 2023

Powerful machine-learning models are being used to help people tackle tough problems such as identifying disease in medical images or detecting road …

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databricks

MAY 16, 2024

Through intelligent data use, an intelligent semiconductor enterprise accelerates time to market, increases manufacturing yield, and enhances product reliability.

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Analytics Vidhya

APRIL 15, 2024

Addressing overfitting in convnet is crucial for building reliable neural network models. […] The post Understanding Overfitting in ConvNets appeared first on Analytics Vidhya. This phenomenon is especially prevalent in complex neural architectures, which can model intricate relationships.

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