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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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Data erasure – Data protection in the modern digital landscape

Data Science Dojo

Data erasure is a software-based process that involves data sanitization or in plain words ‘data wiping’ so that no traces of data remain recoverable. This helps with the prevention of data leakage and the protection of sensitive information like trade secrets, intellectual property, or customer information. By 2025, it is estimated that data will grow up to 175 Zettabytes, and with great data comes great responsibility.

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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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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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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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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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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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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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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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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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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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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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IRS takes aim at Microsoft over $28.9 Billion in back taxes

Dataconomy

The Internal Revenue Service (IRS) has targeted Microsoft, claiming that the tech giant owes $28.9 billion in past taxes, as well as penalties and interest. These allegations cover the tax years 2004 through 2013, and they were made public through an SEC filing. This development has sparked debate in the technology and business sectors. We’ll break down the matter as it evolves, from Microsoft’s response to the possible ramifications for both the corporation and the IRS.

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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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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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T-Mobile forced migration to more expensive plans

Dataconomy

T-Mobile forced migration to expensive plans, and now customers are obviously unhappy about the treatment. The company is pushing its customers on older plans into newer, often more expensive ones. This transition is set to take place during their November billing cycles. This article aims to break down the crucial details surrounding T-Mobile’s mandatory plan migration and how it may impact its user base.

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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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Imagination meets interaction in Character Group Chat

Dataconomy

Character.AI, the pioneering AI chatbot startup founded by former Google AI researchers, is making waves once again with the release of an exciting new feature. Character.AI unveiled “Character Group Chat,” a feature that allows subscribers to c.ai+ to embark on a one-of-a-kind journey into the world of AI-assisted group conversations. This innovative addition to Character.AI’s offerings promises to revolutionize the way we interact, collaborate, and connect.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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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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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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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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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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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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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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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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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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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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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.