Sat.Jul 27, 2024 - Fri.Aug 02, 2024

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Transforming AI’s Memory Constraints: The Evolution with CXL Technology

insideBIGDATA

In this contributed article, Jianping (JP) Jiang, VP of Business, Operation and Product at Xconn Technologies, discusses how the integration of CXL technology is a pivotal moment in overcoming the memory barriers faced by AI and HPC applications. By significantly enhancing memory bandwidth, capacity, and interoperability, CXL not only optimizes current workloads but also sets the stage for future advancements.

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5 Tips for Improving SQL Query Performance

KDnuggets

If you work in data, you’ll write SQL queries all the time. So how do you write efficient SQL queries that are optimized for performance? This tutorial will help you with just that.

SQL 343
professionals

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Ingest data from SQL Server, Salesforce, and Workday with LakeFlow Connect

databricks

We’re excited to announce the Public Preview of LakeFlow Connect for SQL Server, Salesforce, and Workday. These ingestion connectors enable simple and efficient.

SQL 334
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How to Create Engaging Customer Experiences with GenAI?

Analytics Vidhya

Introduction While customers have always preferred brands that prioritize an excellent customer experience, it’s only in recent years that it’s become a standard for every business. Customers are now used to it and expect better experiences. Over 71% want personalized services, and around 60% will abandon a brand that doesn’t provide them with these experiences. […] The post How to Create Engaging Customer Experiences with GenAI?

Analytics 319
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How To Set Up Innovation So That It Aligns With And Enables Corporate Strategy

Speaker: Paul Heller

Most innovation work proceeds independently from company strategy. As a result, the products that arrive in the market are not well aligned with the company’s goals. This challenge is particularly significant in organizations with transformation-oriented strategies, where innovation must directly support growth, scalability, and strategic pivots. In this session, we will discuss why innovation in large companies is so often not aligned with the company’s strategy and what innovation leaders, pro

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7 Free Resource to Master LLMs

Machine Learning Mastery

Large Language Models (LLMs) are a hot topic right now, and everyone is getting involved in this new trend. Companies are searching for LLM engineers who can develop and implement AI solutions to optimize their workflow and reduce costs through automation, customer service, recommendations, issue resolution, and debugging. Instead of worrying that AI will take […] The post 7 Free Resource to Master LLMs appeared first on MachineLearningMastery.com.

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Building Data Science Pipelines Using Pandas

KDnuggets

Learn to build the end-to-end data science pipelines from data ingestion to data visualization using Pandas pipe method.

More Trending

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How to Freeze Panes in Excel?

Analytics Vidhya

Introduction Microsoft Excel is among the best programs for organizing and evaluating data. One of its most important features is the capacity to freeze panes. This function allows you to select certain rows or columns to keep visible while browsing the rest of your spreadsheet, making data monitoring and comparison easier. This post will look […] The post How to Freeze Panes in Excel?

Analytics 306
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Qualys: Risk Remediation Is ‘Not A Patch’ On The Modern Approach

Adrian Bridgwater for Forbes

This year sees the arrival of Qualys TruRisk Eliminate, a software offering that provides additional innovative remediation methods when patching isn't feasible.

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7 Steps to Master the Art of Data Storytelling

KDnuggets

Follow this 7 step recipe to mastering effective insight and information dissemination through compelling data story crafting.

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Accelerate Feature Engineering With Photon

databricks

Training a high-quality machine learning model requires careful data and feature preparation. To fully utilize raw data stored as tables in Databricks, running.

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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Comprehensive Guide to Python Built-in Data Structures

Analytics Vidhya

Introduction We have already discussed that Python is the most powerful programming language, especially in data science and Gen-AI. When working with voluminous data, it is really important to understand how to manipulate (store, manage, and access) it efficiently. We’ve also explored numbers and strings and how they are stored in memory before, which you can find here.

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Midjourney v6.1 comes out of the blue

Dataconomy

Midjourney has announced the release of Version 6.1 of their acclaimed image models. The new release brings a host of improvements and features that promise to enhance user experience and image quality significantly. Key enhancements in Midjourney v6.1 The latest version, Midjourney v6.1, introduces several advancements designed to produce more coherent and visually appealing images.

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Organize, Search, and Back Up Files with Python’s Pathlib

KDnuggets

This tutorial will teach you how to simplifying your file management tasks, from organization to backup, using Python’s pathlib module.

Python 314
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Responsible AI with the Databricks Data Intelligence Platform

databricks

The transformative potential of artificial intelligence (AI) is undeniable. From productivity efficiency, to cost savings, and improved decision-making across all industries, AI is.

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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

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GitHub Models: A new generation of AI engineers building on GitHub

Hacker News

We are enabling the rise of the AI engineer with GitHub Models – bringing the power of industry leading large and small language models to our more than 100 million users directly on GitHub.

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Need to promote your event? Try these digital marketing tips

Dataconomy

Do you have an event coming up? Then, you know, you have to promote it, and yes, it is understandable that promoting an event is challenging. But you have to, especially given the landscape, which is too competitive these days. However, promoting an event can be costly if you go the traditional route, like TV or print ads. Thankfully, there is the option of digital marketing, which allows you to market your business without investing too much.

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How to Perform Memory-Efficient Operations on Large Datasets with Pandas

KDnuggets

Let's learn how to perform memory-efficient operations in pandas with large dataset.

Python 328
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Lakehouse Monitoring GA: Profiling, Diagnosing, and Enforcing Data Quality with Intelligence

databricks

At Data and AI Summit, we announced the general availability of Databricks Lakehouse Monitoring. Our unified approach to monitoring data and AI.

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What Is Entity Resolution? How It Works & Why It Matters

Entity Resolution Sometimes referred to as data matching or fuzzy matching, entity resolution, is critical for data quality, analytics, graph visualization and AI. Learn what entity resolution is, why it matters, how it works and its benefits. Advanced entity resolution using AI is crucial because it efficiently and easily solves many of today’s data quality and analytics problems.

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A Blood Test Accurately Diagnosed Alzheimer's 90% of the Time, Study Finds

Hacker News

It was much more accurate than primary care doctors using cognitive tests and CT scans. The findings could speed the quest for an affordable and accessible way to diagnose patients with memory problems.

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Fit, simulate, fit: How models can collapse after generations of recursive fitting

SAS Software

An article published in Nature has the intriguing title, "AI models collapse when trained on recursively generated data." (Shumailov, et al., 2024). The article is quite readable, but I also recommend a less technical overview of the result: "AI models fed AI-generated data quickly spew nonsense" (Gibney, 2024). The Gibney [.] The post Fit, simulate, fit: How models can collapse after generations of recursive fitting appeared first on SAS Blogs.

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What is Claude AI, and How Does it Differ From ChatGPT?

Towards AI

Author(s): Jennifer Wales Originally published on Towards AI. Claude AI and ChatGPT are both powerful and popular generative AI models revolutionizing various aspects of our lives. Here, let us learn more about Claude AI and its benefits Ever since the launch of ChatGPT, many other companies have also joined the race to bring excellent generative AI models into the world that not only help users create realistic content but are also safe to use, and free from bias.

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Unlocking Japanese LLMs with AWS Trainium: Innovators Showcase from the AWS LLM Development Support Program

AWS Machine Learning Blog

Amazon Web Services (AWS) is committed to supporting the development of cutting-edge generative artificial intelligence (AI) technologies by companies and organizations across the globe. As part of this commitment, AWS Japan announced the AWS LLM Development Support Program (LLM Program), through which we’ve had the privilege of working alongside some of Japan’s most innovative teams.

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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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How Does OpenAI Survive

Hacker News

Throughout the last year I’ve written in detail about the rot in tech — the spuriousness of charlatans looking to accumulate money and power, the desperation of the most powerful executives to maintain control and rapacious growth, and the speciousness of the latest hype cycle — but at the end of

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American Height and Weight

FlowingData

The chart below shows the distribution of height and weight, based on responses to the 2022 BRFSS survey. Using body mass index (BMI), which is calculated with height and weight, most people fall into the categories of overweight or obese.

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Optimization of Language Models for Efficient Inference and Performance Using Mixed Architectures

Towards AI

Last Updated on August 6, 2024 by Editorial Team Author(s): Antonello Sale Originally published on Towards AI. Photo by Bernd 📷 Dittrich on Unsplash The world of artificial intelligence is changing rapidly, right? One of the pillars of this transformation has been the adoption of large language models(LLM) and we cannot imagine the development of AI without them.

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Gemma Scope: helping the safety community shed light on the inner workings of language models

DeepMind

Announcing a comprehensive, open suite of sparse autoencoders for language model interpretability.

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The Project Clinic: Assessing Project Health, Planning, and Execution

Speaker: Ketan Jahagirdar

Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.

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How I Got My Laser Eye Injury

Hacker News

It has been brought to my attention that I have never actually written this story down before, merely told it in person to many students for valuable lessons and also for laughs over cocktails.

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Few-shot prompt engineering and fine-tuning for LLMs in Amazon Bedrock

AWS Machine Learning Blog

This blog is part of the series, Generative AI and AI/ML in Capital Markets and Financial Services. Company earnings calls are crucial events that provide transparency into a company’s financial health and prospects. Earnings reports detail a firm’s financials over a specific period, including revenue, net income, earnings per share, balance sheet, and cash flow statement.

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How to Use Functional Programming Features in Python?

Towards AI

Last Updated on July 27, 2024 by Editorial Team Author(s): Chiapeilie Originally published on Towards AI. Boost Code Efficiency, Maintainability, and Concurrency with These Essential TechniquesPhoto by Hitesh Choudhary on Unsplash Functional programming (FP) is a programming paradigm that emphasizes the use of pure functions for computation and data processing.

Python 89
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Step-by-step guide: Generative AI for your business

IBM Journey to AI blog

Generative artificial intelligence (gen AI) is transforming the business world by creating new opportunities for innovation, productivity and efficiency. This guide offers a clear roadmap for businesses to begin their gen AI journey. It provides practical insights accessible to all levels of technical expertise, while also outlining the roles of key stakeholders throughout the AI adoption process. 1.

AI 107
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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.