Tue.Apr 16, 2024

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Understanding Transformers: A Deep Dive into NLP’s Core Technology

Analytics Vidhya

Introduction Welcome into the world of Transformers, the deep learning model that has transformed Natural Language Processing (NLP) since its debut in 2017. These linguistic marvels, armed with self-attention mechanisms, revolutionize how machines understand language, from translating texts to analyzing sentiments. In this journey, we’ll uncover the core concepts behind Transformers: attention mechanisms, encoder-decoder architecture, […] The post Understanding Transformers: A Deep D

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Announcing General Availability of Ray on Databricks

databricks

We released Ray support public preview last year and since then, hundreds of Databricks customers have been using it for variety of use.

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OpenAI’s GPT-4 Turbo is Here with Information up to December 2023

Analytics Vidhya

Introduction Remember how frustrating it was to ask your AI assistant about a recent event and get a blank response? Well, those days are over with the arrival of OpenAI’s GPT-4 Turbo. This next-generation AI model boasts a significant upgrade in its knowledge base, leaving behind the limitations of previous models that stopped learning around […] The post OpenAI’s GPT-4 Turbo is Here with Information up to December 2023 appeared first on Analytics Vidhya.

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Avoid these 7 Common Business-related Mistakes On Data Projects

insideBIGDATA

This article is excerpted from the book, “Winning with Data Science: A Handbook for Business Leaders,” by Howard Friedman and Akshay Swaminathan with permission from the publisher, Columbia Business School Publishing. The article covers how to avoid 7 common business-related mistakes on data projects that all stem from failures in planning, preparation and communication.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Let the Prompt Battle Begin #7

Analytics Vidhya

Are you ready to fuel your creativity? Join our Prompt Battle! Share your prompts and let’s create magic together. Whether you’re a seasoned creator or just starting out, this is your chance to shine. Drop yourprompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give us […] The post Let the Prompt Battle Begin #7 appeared first on Analytics Vidhya.

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Utilizing Pandas AI for Data Analysis

KDnuggets

Bring the latest AI implementation to Pandas to improve your data workflow.

More Trending

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10 highest-paying AI jobs and careers in 2024

Data Science Dojo

The field of artificial intelligence is booming with constant breakthroughs leading to ever-more sophisticated applications. This rapid growth translates directly to job creation. Thus, AI jobs are a promising career choice in today’s world. As AI integrates into everything from healthcare to finance, new professions are emerging, demanding specialists to develop, manage, and maintain these intelligent systems.

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Here’s How You can Self Study for Deep Learning

Analytics Vidhya

Introduction Do you feel lost whenever you plan to start something new? Need someone to guide you and give you the push you need to take the first step? You’re not alone! Many struggle with where to begin or how to stay on track when starting a new endeavor. In the meantime, reading inspirational books, […] The post Here’s How You can Self Study for Deep Learning appeared first on Analytics Vidhya.

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A ‘Process’ For The AI Economy, Appian Weaves Richer Textures Into Data Fabric

Adrian Bridgwater for Forbes

We need to take all the subjectivity out of decisions so that they are based on data and facts. There’s a process behind how we use data for AI.

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Reka Reveals Core – A Cutting-Edge Multimodal Language Model

Analytics Vidhya

Leading innovator in AI technology, Reka, just revealed Reka Core, their most recent creation. This innovative multimodal language model performs remarkably well across a range of assessment parameters. It is placed on par with top industry models like GPT-4V and Claude-3 Opus. Core offers outstanding value in terms of total cost of ownership, having been […] The post Reka Reveals Core – A Cutting-Edge Multimodal Language Model appeared first on Analytics Vidhya.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Accelerated DBRX Inference on Mosaic AI Model Serving

databricks

Introduction In this blog post we dive into inference with DBRX, the open state-of-the-art large language model (LLM) created by Databricks (see Introducing.

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Grok-1.5V: Setting New Standards in AI with Multimodal Integration

Analytics Vidhya

Introduction The introduction of Grok-1.5V represents a major step forward in artificial intelligence, featuring a new multimodal AI system developed by Elon Musk and his team at x.AI. This innovative AI merges visual understanding with advanced language skills, allowing it to handle visual and textual data effectively. Unlike its predecessors and similar models like GPT-4, […] The post Grok-1.5V: Setting New Standards in AI with Multimodal Integration appeared first on Analytics Vidhya.

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Vaccine breakthrough means no more chasing strains

Hacker News

[Scientists at UC Riverside have demonstrated a new, RNA-based vaccine strategy that is effective against any strain of a virus and can be used safely even by babies or the immunocompromised.

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Revolutionizing Video Editing with Adobe Premiere Pro’s New AI Capabilities

Analytics Vidhya

There is an exciting news for people who love editing. Adobe has introduced Adobe Premiere Pro with new AI capabilities. Adobe Premier Pro is not just an update but a preview of a new era in video editing. Many new features have been added to Adobe Premier Pro. Features like ability to improve creativity, expedite […] The post Revolutionizing Video Editing with Adobe Premiere Pro’s New AI Capabilities appeared first on Analytics Vidhya.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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US Senate to Vote on a Wiretap Bill That Critics Call ‘Stasi-Like’

Hacker News

A controversial bill reauthorizing the Section 702 spy program may force whole new categories of businesses to eavesdrop on the US government’s behalf, including on fellow Americans.

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Building a Modern App with TikTok’s “Depth Anything” Depth Estimation Model

Analytics Vidhya

Introduction In the fast-evolving landscape of artificial intelligence, 2024 has brought forth notable advancements, one being TikTok’s groundbreaking introduction of “Depth Anything.” This cutting-edge Monocular Depth-Estimation (MDE) model, developed in collaboration with esteemed institutions like the University of Hong Kong and Zhejiang Lab, stands out for its utilization of a massive dataset comprising 1.5 million […] The post Building a Modern App with TikTok’

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A quick post on Chen's algorithm

Hacker News

If you're a normal person — that is, a person who doesn't obsessively follow the latest cryptography news — you probably didn't spend a lot of time on last week's cryptography bombshell.

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How we improved DatabricksIQ LLM quality for AI-generated table comments

databricks

We recently made significant improvements to the underlying algorithms supporting AI-generated comments in Unity Catalog and we’re excited to share our results. Through.

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

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AMD unveils Ryzen Pro 8000-series processors

Hacker News

AMD announced its Ryzen Pro portfolio today as it extended the 'Hawk Point' 8040-series to commercial laptop and workstation users while simultaneously offering its Ryzen 8000 APU models for commercial desktop PCs.

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Dot com to Dot AI: The New Tech Bubble?

KDnuggets

Welcome to the world of investments!

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Palo Alto – Putting the Protecc in GlobalProtect (CVE-2024-3400)

Hacker News

Welcome to April 2024, again. We’re back, again. Over the weekend, we were all greeted by now-familiar news—a nation-state was exploiting a “sophisticated” vulnerability for full compromise in yet another enterprise-grade SSLVPN device.

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Meta turns focus to GenAI chips for better recommendations

Dataconomy

Meta has introduced the latest iteration of its proprietary chips dedicated to AI tasks. The Meta Training and Inference Accelerator (MTIA) v2 chips, developed internally, provide twice the processing power and memory bandwidth of their predecessors, the v1 chips. These chips will be implemented across Meta’s data centers to support AI applications, notably enhancing deep learning recommendation systems that boost user engagement on its platforms.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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CFPB Takes Action Against Coding Boot Camp BloomTech and CEO Austen Allred for Deceiving Students and Hiding Loan Costs

Hacker News

The CFPB issued an order against BloomTech and its CEO for deceiving students about the cost of loans and making false claims about graduates’ hiring rates.

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AI Con USA: Navigate the Future of AI 2024

KDnuggets

Join us for a year’s worth of education packed into one amazing week.

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Raytracing on Meteor Lake's iGPU

Hacker News

Meteor Lake iGPU is a testament to Intel's mobile graphics aspirations. It's almost a quarter of an Arc A770. The Xe-LPG architecture used in Meteor Lake inherits Xe-HPG (A770) traits, including hardware raytracing. Here I'll note a few observations on Intel's raytracing implementation, using both their official documentation and profiling tools.

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AI Con USA: Navigate the Future of AI 2024

KDnuggets

Join us for a year’s worth of education packed into one amazing week.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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An Obscure Actions Workflow Vulnerability in Google's Flank

Hacker News

Learn about how I used a custom tool to find a Google-owned repository vulnerable to GitHub Actions Poisoned Pipeline Execution Attack and earned a $7,500 bug bounty!

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Efficient solutions for hospitals

Dataconomy

In today’s fast-paced healthcare environment, hospitals are constantly seeking ways to streamline operations and improve efficiency. From optimizing patient flow to enhancing communication among staff members, finding efficient solutions is key to providing high-quality care while maximizing resources. In this article, we will explore some innovative strategies and technologies that can help hospitals achieve greater efficiency in their daily operations.

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How to Stop Losing 17,500 Kidneys

Hacker News

"Someone left a human liver at the wrong hospital’s cargo bay in 90 degree heat, and no one noticed for an hour and a half.

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Keeper AI allegedly helps you find compatible matches

Dataconomy

Accessible via “keeper.ai/tools/calculator”, Keeper AI has launched a very interesting tool that could redefine how we understand dating preferences across the United States. This AI-driven calculator allows users to discover what percentage of men or women in the U.S. match their dating criteria. When you go to keeper.ai/tools/calculator you’ll find lots of filters Keeper AI offers a range of filters to tailor your search according to specific preferences.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.