Thu.Oct 12, 2023

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LLM Inference Performance Engineering: Best Practices

databricks

In this blog post, the MosaicML engineering team shares best practices for how to capitalize on popular open source large language models (LLMs).

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How to Build LLM Apps Using Vector Database?

Analytics Vidhya

Introduction In the field of artificial intelligence, Large Language Models (LLMs) and Generative AI models such as OpenAI’s GPT-4, Anthropic’s Claude 2, Meta’s Llama, Falcon, Google’s Palm, etc., have revolutionized the way we solve problems. LLMs use deep learning techniques to perform natural language processing tasks. This article will teach you to build LLM Apps […] The post How to Build LLM Apps Using Vector Database?

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Accelerate Your Machine Learning Journey with Uplimit’s Metaflow Mastery Course

KDnuggets

Ready to take your machine learning skills to new heights? Dive into the world of Metaflow with us and elevate your expertise with Uplimit's Full-Stack Machine Learning with Metaflow course!

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How to Learn Machine Learning Online?

Analytics Vidhya

Introduction Machine learning is a highly developing domain of technology at present. This technology allows computer systems to learn and make decisions without technical programming. It has a variety of applications, including recognizing patterns, data analysis, and improving performance over time. This guide on how to learn machine learning online will introduce you to the […] The post How to Learn Machine Learning Online?

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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Best Practices for Building ETLs for ML

KDnuggets

This article talks about several best practices for writing ETLs for building training datasets. It delves into several software engineering techniques and patterns applied to ML.

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The Era of Gen AI: A New Beginning

Analytics Vidhya

Introduction In the world of rapidly evolving technology, we find ourselves on the cusp of a new era, an era where machines seem to possess a kind of intelligence that was once reserved solely for humans. This era, which I’d like to call the “Gen AI Era,” represents not just a continuation of AI’s growth […] The post The Era of Gen AI: A New Beginning appeared first on Analytics Vidhya.

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More Trending

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Activation Functions in Neural Networks

Analytics Vidhya

Introduction Activation functions are the secret sauce behind the remarkable capabilities of neural networks. They are the decision-makers, determining whether a neuron should “fire up” or remain dormant based on the input it receives. While this might sound like an intricate technicality, understanding activation functions is crucial for anyone diving into artificial neural networks.

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Heard on the Street – 10/12/2023

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

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Google Unveils Cutting-Edge Vertex AI Search: A Game-Changer for Healthcare Providers

Analytics Vidhya

In a groundbreaking announcement at HLTH 2023, Google has set the stage for a revolution in the healthcare industry by introducing Vertex AI Search capabilities tailored for health and life sciences providers. This innovation promises to transform how patient data is accessed and medical queries are answered. Let’s explore this exciting development in detail.

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Are Kaggle Competitions Useful for Real World Problems?

KDnuggets

Is it worth taking part in Kaggle competitions to prepare you for the real world?

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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How Blitz and Databricks are Powering a New Era of Competitive Gaming

databricks

Understanding the best strategy when dealing with millions of possible combinations How do you take the gameplay of millions of daily users in.

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TikTok Inquisitor Ghost live video: A dark night on social media

Dataconomy

The TikTok Inquisitor Ghost live video stands as a harrowing testament to the profound impact that online interactions can have, as it tragically unfolded during a distressing livestream that has left the TikTok community and online world deeply shocked. The TikTok community, renowned for its vibrant content, recently witnessed a heart-wrenching incident involving the esteemed Call of Duty cosplayer, Inquisitor Ghost TikTok figure.

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Google’s AI-powered search experience can now generate images, write drafts

Flipboard

Google’s AI-powered search feature, SGE (Search Generative Experience), is gaining some new skills, starting today.

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Scientists generate first single-cell atlas of the primate brain

Hacker News

A longstanding mystery in science is how the over 100 million individual neurons work together to form a network that forms the basis of who we are—every human thought, emotion and behavior.

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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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NASA: We'd Have 30 Minutes' Warning Before a Killer Solar Storm Hits Earth

Flipboard

We've touched on the hazards of solar storms plenty of times in the past.

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Nineteenth century scientists set out to solve the "problem of American storms"

Hacker News

Life as a Signal Corps weatherman was dangerous, and not only because inclement weather could, and did, inflict occasional casualties. For observer-sergeants, “other duties as assigned” could include dealing with labor riots, conflicts with Native Americans, outbreaks of yellow fever, fires, or other, stranger, tasks.

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Why SQL is THE Language to Learn for Data Science

Flipboard

SQL is the essential data science language due to its universal database accessibility, efficient data cleaning capabilities, seamless integration with other languages, and requirement for most data science jobs.

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First word discovered in unopened Herculaneum scroll by CS student

Hacker News

Vesuvius Challenge $700,000 Grand Prize “now definitely achievable”

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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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AI deciphers ancient scrolls burned and buried for 2,000 years

Flipboard

The News For the first time, amateur researchers have deciphered letters on an unopened ancient scroll, using artificial intelligence to isolate the …

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SailPoint Navigate 2023 Charts An Identity Security Journey

MoorInsights for Forbes

Vice President, Security, Carriers and Enterprise Networking, Will Townsend, shares his most compelling insights at SailPoint’s Navigate 2023 annual user conference.

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Move over Bing Image Creator! Google announces new AI image generation tool

Flipboard

Google's AI search experiment goes multimodal. As of today, Google's AI-powered search experiment, dubbed SGE, is multimodal. On the heels of OpenAI's release of DALL-E 3 and Microsoft's Bing Image Creator, Google's SGE now has its own AI image generating tool.

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The stairway to success

Dataconomy

Successful business models are built on solid foundations and continuously monitored using visual tools like SIPOC diagrams. SIPOC, an acronym for Suppliers, Inputs, Process, Outputs, and Customers, is a powerful tool for process improvement. It provides a structured approach to comprehensively document and analyze business processes, leading to a profound understanding of how each component fits together and how the process can be improved.

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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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The Coming Wave: Technology, Power, and the Twenty-first Century's Greatest Dilemma

Flipboard

Co-authors Michael Bhaskar and Mustafa Suleyman share 5 key insights from their new book, The Coming Wave: Technology, Power, and the Twenty-first Century's Greatest Dilemma.

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MathJax: Beautiful and accessible math in all browsers

Hacker News

Beautiful math in all browsers.

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What Skills Do Students Need in the AI Age? Shelley Gates Offers a Roadmap

Flipboard

• Shelley Gates Addresses the Significance of AI Across Industries and Its Potential to Automate Up to 50% of Jobs in the Next Decade.

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Top Important LLM Papers for the Week from 2/10 to 8/10

Towards AI

Last Updated on October 12, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, it’s important for researchers and engineers to stay informed on the latest progress.

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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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You can now generate AI images directly in the Google Search bar

Flipboard

Users will have to opt-in to both Labs and the SGE feature to use it, however. Back in the olden days of last December, we had to go to specialized websites to have our natural language prompts transformed into generated AI art, but no longer!

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3 Game-Changing Techniques to Harness Unlabelled Data in Machine Learning

Towards AI

Last Updated on October 12, 2023 by Editorial Team Author(s): Sai Viswanth Originally published on Towards AI. Annotation can be very very expensive Photo by Pietro Jeng on Unsplash Are you embarking on the journey to becoming a Machine Learning Engineer or simply a passionate learner eager to extract insights from the wealth of unlabelled data in the real world?

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Map of the 2023 solar eclipse

FlowingData

The moon is going to get in the way of the sun this Saturday. For The New York Times, Jonathan Corum has the map of when and how much sun coverage we’ll see in the western hemisphere.

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Diverse Bar Chart Analysis with GPT-4’s Advanced Data Analysis Tool

Towards AI

Last Updated on October 12, 2023 by Editorial Team Author(s): John Loewen, PhD Originally published on Towards AI. Adding to your data science productivity toolbox Dall-E image: impressionist painting in oil colors of a data visualization bar chart GPT-4’s Advanced Data Analysis tool (ADA) is an essential tool to add to your data science toolbox, allowing complex datasets to be understood quickly and efficiently.

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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.