Tue.Jun 11, 2024

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Optimizing LLMs with Mistral AI’s New Fine-Tuning APIs

Analytics Vidhya

Introduction Fine-tuning enables large language models to better align with specific tasks, teach new facts, and incorporate new information. Fine-tuning significantly improves performance compared to prompting, typically surpassing larger models due to its speed and cost-effectiveness. It offers superior task alignment because it undergoes specific training for these tasks.

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Introducing AI/BI: Intelligent Analytics for Real-World Data

databricks

Today, we are excited to announce Databricks AI/BI , a new type of business intelligence product built from the ground up to deeply.

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Trending Sources

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80+ Excel Shortcuts That You Should Know in 2024

Analytics Vidhya

Introduction Undoubtedly, Microsoft Excel is one of the most important tools in quick-paced data processing and analysis. Because of its capacity to function well in a dynamic environment, Excel has become more well-known and acknowledged as a valuable tool among research, data science, accounting, and finance professionals. It is a commonly used program, especially with […] The post 80+ Excel Shortcuts That You Should Know in 2024 appeared first on Analytics Vidhya.

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Harnessing Big Data for Sustainable Financial Decisions

insideBIGDATA

In this contributed article, freelance writer Ainsley Lawrence suggests that in the financial sector, decision-making often comes with a higher degree of risk, but with insights provided by big data, those risks can be mitigated, leading to increased revenue and enhanced efficiency.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Stored Procedure in SQL

Analytics Vidhya

Introduction Stored procedures are a crucial part of SQL databases. They consist of prepared SQL code that you can save and reuse. This feature helps avoid writing the same queries repeatedly. You can call the stored procedure to execute the saved code. Additionally, stored procedures can accept parameters, making them versatile and dynamic. This article […] The post Stored Procedure in SQL appeared first on Analytics Vidhya.

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Brightwave Secures $6 Million Seed Round to Launch AI-Powered Financial Research Assistant

insideBIGDATA

Brightwave, the AI-powered research assistant that generates insightful, trustworthy financial analysis on any subject, today announced $6 million in seed funding. The round was led by Decibel Partners, with backing from Point72 Ventures, Moonfire Ventures, and angel investors including executives from OpenAI, Databricks, Uber, and LinkedIn.

More Trending

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5 Main Types of Neural Networks and their Applications

Data Science Dojo

Neural networks are computational models that learn to perform tasks by considering examples, generally without being pre-programmed with task-specific rules. Inspired by human brain structure, they are designed to perform as powerful tools for pattern recognition, classification, and prediction tasks. There are several types of neural networks with vast and transformative applications spread across various sectors.

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Pattern Program in Python

Analytics Vidhya

Introduction In this comprehensive guide, we’ll delve into the world of pattern programming using Python, a fundamental exercise for mastering nested loops and output formatting. This article covers a wide array of patterns, including basic star and number patterns, such as right triangles and pyramids, as well as more intricate designs like Pascal’s Triangle, spiral […] The post Pattern Program in Python appeared first on Analytics Vidhya.

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Elon Musk already vetoed ChatGPT-iPhone integration and here is why

Dataconomy

Elon Musk looks really angry for the ChatGPT-iPhone integration, and his main motivation behind this is potential cybersecurity issues. Why Musk is so angry about the ChatGPT-iPhone integration? Apple has jumped into the AI race by partnering with OpenAI, the creator of ChatGPT, to bring their technology to its products. The company also showcased several new AI features of its own.

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Mastering Line Plots with Matplotlib

Analytics Vidhya

Introduction This post provides a thorough tutorial on using Matplotlib, a potent Python data visualization tool, to create and modify line plots. It covers setting up an environment, generating sample data, and constructing basic graphs. Additional modification methods covered in the guide include altering line styles, plotting multiple lines, adding markers, and adding annotations.

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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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iOS 18 to finally support Rich Communication Services (RCS)

Dataconomy

With the introduction of iOS 18 RCS support, Apple is set to revolutionize cross-platform messaging. This new feature will replace SMS as the standard communication protocol between Android and iOS devices, bringing enhanced capabilities and improved functionality. The decision comes after years of anticipation, persuasion, and regulatory pressure from the EU.

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HLOOKUP in Excel

Analytics Vidhya

Introduction Does it take you forever to find your lost sock? Do you also find it difficult to search for some particular data on an Excel sheet? While we may not be able to help you with the first, we definitely have an Excel function to help you with the second. Meet the HLOOKUP function! […] The post HLOOKUP in Excel appeared first on Analytics Vidhya.

Analytics 256
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Improved Modelling of Federated Datasets using Mixtures-of-Dirichlet-Multinomials

Machine Learning Research at Apple

In practice, training using federated learning can be orders of magnitude slower than standard centralized training. This severely limits the amount of experimentation and tuning that can be done, making it challenging to obtain good performance on a given task. Server-side proxy data can be used to run training simulations, for instance for hyperparameter tuning.

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macOS Sequoia: Summarizing all new features

Dataconomy

Apple has unveiled macOS Sequoia, a significant update designed to enhance the Mac experience. All new features of macOS Sequoia This latest version introduces a range of features aimed at improving productivity, connectivity, and overall user experience. Apple Intelligence Sequoia leverages context-aware capabilities to provide personalized assistance.

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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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Inside Mexico’s anti-avocado militias

Hacker News

<strong>The long read:</strong> The spread of the avocado is a story of greed, ambition, corruption, water shortages, cartel battles and, in a number of towns and villages, a fierce fightback

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5 Free Competitions for Aspiring Data Scientists

KDnuggets

Improve your skills, creativity, and renown by participating in competitions.

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The Titan Submersible Disaster. The Inside Story Is More Disturbing

Hacker News

A year after OceanGate’s sub imploded, thousands of leaked documents and interviews with ex-employees reveal how the company’s CEO cut corners, ignored warnings, and lied in his fatal quest to reach the Titanic.

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Introducing Falcon2: Next-Gen Language Model by TII

KDnuggets

All about TII’s best-performing open-source, multilingual and multimodal language model

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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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Silicon Valley salaries are shrinking, leaving workers in the lurch

Hacker News

Silicon Valley, despite having the highest tech salaries in the country, has experienced the biggest drop in pay compared to other tech hubs in the country, falling 15.25% from 2022 to 2023.

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Tableau+: New Edition with Premium AI, Enterprise Capabilities and Premier Success

Tableau

Kristin Adderson June 11, 2024 - 4:53pm Noel Carter Senior Product Marketing Manager, Tableau Evan Slotnick Product Management Director, Tableau At the Tableau Conference 2024 keynote , Tableau CEO Ryan Aytay spoke about the new wave of analytics: the consumerization of data. This shift is driven by business users demanding easier data experiences to help them make data-driven decisions.

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The rise and fall of Koo, India’s once-thriving Twitter alternative

Hacker News

Koo was India’s first social network available in over 10 languages, but after four years, the company is laying off workers and struggling to raise more funds.

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Evaluating the IWSLT2023 Speech Translation Tasks: Human Annotations, Automatic Metrics, and Segmentation

Machine Learning Research at Apple

Human evaluation is a critical component in machine translation system development and has received much attention in text translation research. However, little prior work exists on the topic of human evaluation for speech translation, which adds additional challenges such as noisy data and segmentation mismatches. We take first steps to fill this gap by conducting a comprehensive human evaluation of the results of several shared tasks from the last International Workshop on Spoken Language Tran

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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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Meta Open-Sources Megalodon LLM for Efficient Long Sequence Modeling

Hacker News

Researchers from Meta, University of Southern California, Carnegie Mellon University, and University of California San Diego recently open-sourced MEGALODON, a large language model (LLM) with an unlimited context length. MEGALODON has linear computational complexity and outperforms a similarly-sized Llama 2 model on a range of benchmarks.

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Reimagining software development with the Amazon Q Developer Agent

AWS Machine Learning Blog

Amazon Q Developer is an AI-powered assistant for software development that reimagines the experience across the entire software development lifecycle, making it faster to build, secure, manage, and optimize applications on or off of AWS. The Amazon Q Developer Agent includes an agent for feature development that automatically implements multi-file features, bug fixes, and unit tests in your integrated development environment (IDE) workspace using natural language input.

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The Rise and Fall of BNN Breaking, an AI-Generated News Outlet

Hacker News

BNN Breaking had millions of readers, an international team of journalists and a publishing deal with Microsoft. But it was full of error-ridden content.

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Cisco Finds Its AI Hyperdrive At Cisco Live U.S. 2024

MoorInsights for Forbes

With its new Hypershield, Nexus HyperFabric and DXA offerings, Cisco wants to harness the power of generative AI for security, observability and AI-specific workloads.

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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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Battery-swap networks are preventing emergency blackouts

Hacker News

When an earthquake rocked Taiwan, hundreds of Gogoro’s battery-swap stations automatically stopped drawing electricity to stabilize the grid.

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Get started quickly with AWS Trainium and AWS Inferentia using AWS Neuron DLAMI and AWS Neuron DLC

AWS Machine Learning Blog

Starting with the AWS Neuron 2.18 release , you can now launch Neuron DLAMIs (AWS Deep Learning AMIs) and Neuron DLCs (AWS Deep Learning Containers) with the latest released Neuron packages on the same day as the Neuron SDK release. When a Neuron SDK is released, you’ll now be notified of the support for Neuron DLAMIs and Neuron DLCs in the Neuron SDK release notes, with a link to the AWS documentation containing the DLAMI and DLC release notes.

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Water is bursting from another abandoned West Texas oil well, continuing a trend

Hacker News

Pecos County rancher Schuyler Wight says the Railroad Commission continues to plug wells. But each time they do, another one starts flowing.

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Answers: Generative AI as Learning Tool

O'Reilly Media

At O’Reilly, we’re not just building training materials about AI. We’re also using it to build new kinds of learning experiences. One of the ways we are putting AI to work is our update to Answers. Answers is a generative AI-powered feature that aims to answer questions in the flow of learning. It’s in every book, on-demand course, and video, and will eventually be available across our entire learning platform.

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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.