Wed.Jun 12, 2024

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How FactSet Implemented an Enterprise Generative AI Platform with Databricks and MLflow

databricks

“FactSet’s mission is to empower clients to make data-driven decisions and supercharge their workflows and productivity. To deliver AI-driven solutions across our entire.

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How to Build NLP Applications with Hugging Face?

Analytics Vidhya

Introduction Hugging Face (HF) is a pioneering AI platform enabling ML community collaboration on models, datasets, and applications. This article will delve into Hugging Face’s capabilities for building NLP applications, covering key services such as models, datasets, and open-source libraries. Whether you are a beginner or an experienced developer, Hugging Face offers versatile tools to […] The post How to Build NLP Applications with Hugging Face?

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Trending Sources

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Mosaic AI: Build and deploy production-quality Compound AI Systems

databricks

Over the last year, we have seen a surge of commercial and open-source foundation models showing strong reasoning abilities on general knowledge tasks.

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Qwen2: Alibaba Cloud’s Open-Source LLM

Analytics Vidhya

Introduction Many new companies are popping up and releasing new open source Large Language Models in the coming years. As time progresses, these models are becoming closer and closer to the paid closed-source models. These companies are releasing these models in various sizes and making sure to keep their licenses so that anyone can use […] The post Qwen2: Alibaba Cloud’s Open-Source LLM appeared first on Analytics Vidhya.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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What’s New with Databricks Unity Catalog at Data + AI Summit 2024

databricks

In an era marked by rapid advancements in artificial intelligence and an explosion of data and Gen AI tools, enterprises face fragmented data.

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Sending Emails With Python

Analytics Vidhya

Introduction This article offers a detailed guide on automating email sending using Python‘s `smtplib` library. It covers setting up an environment, generating sample data, and creating basic line plots. It also discusses advanced customization options like line styles, colors, and markers for visually appealing visualizations. The guide also teaches how to annotate plots and save […] The post Sending Emails With Python appeared first on Analytics Vidhya.

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Line Plot with Seaborn

Analytics Vidhya

Introduction For creating eye-catching and educational statistics visuals, Seaborn provides a high-level interface. Seaborn makes it simple to build and modify line plots, which are helpful for displaying data trends over time. This tutorial goes over how to set up your environment, make both simple and personalized line plots, and customize your plots with different […] The post Line Plot with Seaborn appeared first on Analytics Vidhya.

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5 Free University Courses to Learn Coding for Data Science

KDnuggets

Learn programming for free from top-tier universities like Harvard and MIT.

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5 Free Datasets to Start Your Machine Learning Projects

Machine Learning Mastery

After completing a course and mastering the essentials of machine learning, it is time to start building machine learning models using real-world datasets. While accessing most real-world datasets can be expensive, platforms like Kaggle offer access to the latest datasets for free on a wide variety of machine learning tasks. In this blog, we will […] The post 5 Free Datasets to Start Your Machine Learning Projects appeared first on MachineLearningMastery.com.

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Comparative Analysis of LangChain and LlamaIndex

KDnuggets

A detailed comparative analysis of the differences between LangChain and LlamaIndex for building and working with LLM applications.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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“The” Midjourney model personalization guide

Dataconomy

Midjourney model personalization is now live, offering you a more tailored image generation experience by teaching the AI your preferences. How does Midjourney model personalization work? This Midjourney model personalization feature allows you to adjust the algorithm to match your personal tastes, reducing biases from its training data. Here’s how it works: Understanding prompts : When you write a prompt, there are many details that remain implicit.

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Announcing the Winners of the 2024 Databricks Data Team Awards

databricks

The annual Data Team Awards showcase how different data teams from across the globe are delivering solutions to some of the world’s most.

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VRChat is Laying Off 30% of Team

Hacker News

Below is the full text of an email sent to our team today. Aside from removing some email addresses and formatting, there are no redactions or edits. To: All VRChat Employees Personal and Company Emails From: Graham Gaylor, CEO Subject: Important Announcement - Company Update - June 2024 Hi everyone, Today, I have some very hard and sad news to share.

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Visualize This on storytelling with data

FlowingData

I talked to Cole Nussbaumer Knaflic about my early motivations, FD origins, the new book, how I work, and data things. Listen to the episode here. Cole, who runs storytelling with data , came around not long after FD. Although she has a team now, I count Cole as one of the few long-term, independent visualization folks. It was fun to finally get to chat.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Hybrid working from home improves retention without damaging performance

Hacker News

Working from home has become standard for employees with a university degree. The most common scheme, which has been adopted by around 100 million employees in Europe and North America, is a hybrid schedule, in which individuals spend a mix of days at home and at work each week1,2. However, the effects of hybrid working on employees and firms have been debated, and some executives argue that it damages productivity, innovation and career development3–5.

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Download your new iOS 18 wallpaper or DIY with AI

Dataconomy

Which official iOS 18 wallpaper will be your favorite? Following the unveiling of iOS 18 and iPadOS 18 at WWDC 2024 on Monday, Apple has rolled out the first beta version for developers. This allows them to test the new features and update their apps before the official release this fall. Alongside these new features, iOS 18 and iPadOS 18 also introduce new wallpapers, available for immediate download.

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How Meta trains large language models at scale

Hacker News

As we continue to focus our AI research and development on solving increasingly complex problems, one of the most significant and challenging shifts we’ve experienced is the sheer scale of computation required to train large language models (LLMs). Traditionally, our AI model training has involved a training massive number of models that required a comparatively smaller number of GPUs.

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Build a custom UI for Amazon Q Business

AWS Machine Learning Blog

Amazon Q is a new generative artificial intelligence (AI)-powered assistant designed for work that can be tailored to your business. Amazon Q can help you get fast, relevant answers to pressing questions, solve problems, generate content, and take actions using the data and expertise found in your company’s information repositories and enterprise systems.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Intel is trucking a 916k-pound 'Super Load' across Ohio to its new fab

Hacker News

Intel is trucking a 916,000-pound cold box from the Ohio River to its new fab near Columbus. This load is one of the largest of Intel's approximately 20 super loads making their way across the state.

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Scalable intelligent document processing using Amazon Bedrock

AWS Machine Learning Blog

In today’s data-driven business landscape, the ability to efficiently extract and process information from a wide range of documents is crucial for informed decision-making and maintaining a competitive edge. However, traditional document processing workflows often involve complex and time-consuming manual tasks, hindering productivity and scalability.

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Oracle Is Shutting Down Its Ad Business  

Hacker News

Software giant Oracle shared that it is shutting down its ads business during its earnings call last night for the quarter ending March 31, as revenue declined to $300 million in the 2024 fiscal year. "In Q4, we decided to exit the advertising business, which had declined to about $300 million in revenue in fiscal.

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Use weather data to improve forecasts with Amazon SageMaker Canvas

AWS Machine Learning Blog

Photo by Zbynek Burival on Unsplash Time series forecasting is a specific machine learning (ML) discipline that enables organizations to make informed planning decisions. The main idea is to supply historic data to an ML algorithm that can identify patterns from the past and then use those patterns to estimate likely values about unseen periods in the future.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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The Microsoft Excel superstars throw down in Vegas

Hacker News

The most advanced users of Microsoft Excel are analysts, actuaries, and accountants, and each year, they meet to compete in Vegas at the Microsoft Excel World Championship.

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Mixing up mocktails

SAS Software

Mocktails are drinks that have all the flavor of traditional cocktails minus the alcohol. Whether you’re the designated driver, a non-drinker, looking to improve your health or simply seeking a refreshing sip, mocktails offer an elevated alternative for more conscious consumption. History of Mocktails In the 1800s, the temperance movement [.] The post Mixing up mocktails appeared first on SAS Blogs.

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Maintaining large-scale AI capacity at Meta

Hacker News

Meta is currently operating many data centers with GPU training clusters across the world. Our data centers are the backbone of our operations, meticulously designed to support the scaling demands of compute and storage. A year ago, however, as the industry reached a critical inflection point due to the rise of artificial intelligence (AI), we recognized that to lead in the generative AI space we’d need to transform our fleet.

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Occupation and Salary Rankings, Each Decade Since 1970

FlowingData

Job types changed over the years, because there were these things called computers that created occupations and shifted others. How did income change for different jobs, relative to everyone else? Use this chart to see how occupations ranked over the decades.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Chaos in the medium: Watercolour plotting

Hacker News

Over the past few weeks, I've been experimenting with painting in watercolours using my AxiDraw plotter. Watercolour is a medium I enjoy painting in (by hand) as a personal hobby, kind of separate from my public art making, so it’s been interesting to combine it with code.

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Top Important LLMs Papers for the Week from 03/06 to 09/06

Towards AI

Last Updated on June 13, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the latest progress. This article summarizes some of the most important LLM papers published during the First Week of June 2024.

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What everyone gets wrong about the 2015 Ashley Madison scandal

Hacker News

Nine years after hackers targeted Ashley Madison, the dating site for wannabe adulterers, many people still don't grasp what was truly chilling about the scandal, says Annalee Newitz

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Midjourney Improves the Website Tools for Generating!

Towards AI

Last Updated on June 13, 2024 by Editorial Team Author(s): PromptDervish Originally published on Towards AI. Zooming and panning your generated images just got easier on the website. Midjourney has modified the web interface to make zooming, panning, and repainting easier and reduce the number of buttons on the lightbox. The lightbox page appears when you click on an image to open it larger, showing you all the buttons to alter it.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.