Thu.Oct 12, 2023

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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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Amr Nour-Eldin, Vice President of Technology at LXT – Interview Series

Unite.AI

Amr Nour-Eldin, is the Vice President of Technology at LXT. Amr is a Ph.D. research scientist with over 16 years of professional experience in the fields of speech/audio processing and machine learning in the context of Automatic Speech Recognition (ASR), with a particular focus and hands-on experience in recent years on deep learning techniques for streaming end-to-end speech recognition.

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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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Announcing the AssemblyAI Node SDK 2.0

AssemblyAI

We're thrilled to release version 2.0 of the AssemblyAI Node SDK. The SDK has been rewritten from scratch using TypeScript and provides easy-to-use access to our API. You can use the SDK from Node.js (or a compatible framework) and enjoy an intuitive SDK with typed documentation whether you're using JavaScript or TypeScript. Here are 3 samples of how you can use the new SDK. 1.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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The Good, The Bad, and the Ugly of pd.read_html

Towards AI

Last Updated on October 12, 2023 by Editorial Team Author(s): Adam Ross Nelson Originally published on Towards AI. This is for the uninitiated pd.read_html fanbase Saddle up. ? It is time for another Good, Bad, + Ugly look at Data Science. Not already a fan of pd.read_html() or the cousin pd.to_html(). you’re missing out. And if you give me a chance, I’ll convert you by the end of this article.

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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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If You Are A Data Scientist, You Need To Know About Ethical AI Guidelines

Towards AI

Author(s): Don Kaluarachchi Originally published on Towards AI. Navigating the landscape Image by Don Kaluarachchi (author) If you are heavily involved in the data world, chances are you have heard about Ethical AI. It is not just another corporate catchphrase — it is much more important. Let us break it down and see why, as a data scientist, you should be aware of it.

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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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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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Claim Your Free Inhouse Pass to Legal Innovators – Nov 8 + 9

Artificial Lawyer

The Legal Innovators conference in London on November 8 and 9 is fast approaching. Conference organisers, Cosmonauts, are offering free tickets to inhouse lawyers and legal.

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California Governor Signs Right to Repair Act Into Law

Extreme Tech

Device and appliance manufacturers will now have to make tools, parts, software, and documentation publicly accessible on or before July 1, 2024.

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Is AI Conscious? CDS Assistant Professor Grace Lindsay Investigates

NYU Center for Data Science

Will AI ever be conscious? It’s a question prevalent in contemporary media. CDS Assistant Professor of Psychology and Data Science Grace Lindsay has recently participated in a round table discussion on a report she co-authored, “ Consciousness in Artificial Intelligence: Insights from the Science of Consciousness ”, which analyzes how to determine if the answer to this question is yes.

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An RTX 4090 Just Melted 1 Year After Being Installed

Extreme Tech

The Melt-gate saga continues, showing failure can still occur long after cards have been operating under typical conditions.

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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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Unwrapping holiday season success: Securing customer satisfaction with a transparent supply chain

SAS Software

As the holiday season approaches, businesses may be bracing for what’s been all too common in recent years – supply chain disruption. Retail and consumer goods industries have been hit with disruptions from every direction: profound shifts in consumer preferences, materials shortages, weather events, and geopolitical activities, to name just [.

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This Trick Bypasses Windows 11 Hardware Requirements

Extreme Tech

You can now install Windows 11 on any PC, as long as Microsoft doesn't fix the glitch.

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UK Tech Festival Showcases Startups Using AI for Creative Industries

NVIDIA

At one of the U.K.’s largest technology festivals, top enterprises and startups are this week highlighting their latest innovations, hosting workshops and celebrating the growing tech ecosystem based in the country’s southwest. The Bristol Technology Festival today showcased the work of nine startups that recently participated in a challenge hosted by Digital Catapult — the U.K. authority on advanced digital technology — in collaboration with NVIDIA.