Tue.Sep 19, 2023

article thumbnail

How Enterprises Can Rise Above Data Gravity for a Better Life in the Cloud

insideBIGDATA

In this contributed article, Jim Liddle, Chief Innovation Officer at Nasuni, describes how having file data stored in the cloud and workloads on-premises can result in serious performance issues because remote access and data consolidation don’t play well together. In fact, the combination can create “data gravity” that complicates and slows the movement of data, worsened by the latency that often accompanies remote access.

article thumbnail

Bias Mitigation in Generative AI

Analytics Vidhya

Introduction In today’s world, generative AI pushes the boundaries of creativity, enabling machines to craft human-like content. Yet, amidst this innovation lies a challenge – bias in AI-generated outputs. This article delves into “Bias Mitigation in Generative AI.” We’ll explore the types of bias, from cultural to gender, and understand the real-world impacts they can […] The post Bias Mitigation in Generative AI appeared first on Analytics Vidhya.

AI 335
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Generative AI Report – 9/19/2023

insideBIGDATA

Welcome to the Generative AI Report round-up feature here on insideBIGDATA with a special focus on all the new applications and integrations tied to generative AI technologies. We’ve been receiving so many cool news items relating to applications and deployments centered on large language models (LLMs), we thought it would be a timely service for readers to start a new channel along these lines.

AI 435
article thumbnail

15 Ways to Use ChatGPT for Marketing

Analytics Vidhya

Marketing is a very dynamic sector where one really struggles to stay ahead of the curve. There is a compelling urge and a need to compete or beat business rivals to attain success. Maintaining success is as crucial as attaining it. ChatGPT can be your ticket to success, a gift of technology in today’s fast-paced, […] The post 15 Ways to Use ChatGPT for Marketing appeared first on Analytics Vidhya.

Analytics 326
article thumbnail

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?

article thumbnail

SambaNova Unveils New AI Chip, the SN40L, Powering its Full Stack AI Platform

insideBIGDATA

SambaNova Systems, makers of the purpose-built, full stack AI platform, announced a revolutionary new chip, the SN40L. The SN40L will power SambaNova’s full stack large language model (LLM) platform, the SambaNova Suite, with its revolutionary new design: on the inside it offers both dense and sparse compute, and includes both large and fast memory, making it a truly “intelligent chip.

AI 273
article thumbnail

How Generative AI Transforms The Craft of Narration?

Analytics Vidhya

Introduction Since time immemorial, stories have captivated our hearts and minds with storylines that elicit emotions, stimulate creativity, and reveal important messages. But what if we could imagine that, thanks to the power of AI, we can now go beyond the limits of human storytelling and allow AI to co-author our stories? In this article, […] The post How Generative AI Transforms The Craft of Narration?

AI 323

More Trending

article thumbnail

What is Production System in AI? Examples, Working and More

Analytics Vidhya

AI Production Systems are the backbone of decision-making. These systems automate complex tasks through production rules, efficiently processing data and generating insights. They facilitate knowledge-intensive processes comprising a global database, production rules, and a control system. Their key features include simplicity, modularity, adaptability, and modifiability.

AI 302
article thumbnail

17 most influential equations simplified

Data Science Dojo

The world we live in is defined by numbers and equations. From the simplest calculations to the most complex scientific theories, equations are the threads that weave the fabric of our understanding. In this blog, we will step on a journey through the corridors of mathematical and scientific history, where we encounter the most influential equations that have shaped the course of human knowledge and innovation.

article thumbnail

Unlocking LangChain & Flan-T5 XXL | A Guide to Efficient Document Querying

Analytics Vidhya

Introduction A specific category of artificial intelligence models known as large language models (LLMs) is designed to understand and generate human-like text. The term “large” is often quantified by the number of parameters they possess. For example, OpenAI’s GPT-3 model has 175 billion parameters. Use it for a variety of tasks, like translating text, answering […] The post Unlocking LangChain & Flan-T5 XXL | A Guide to Efficient Document Querying appeared first on

article thumbnail

Unexpected Tools in the Databricks Marketplace to Supercharge Manufacturing Supply Chains

databricks

“Supply chains compete, not companies” — Martin Christopher No two supply chains are identical - the unique combination of products, industries, and geographic locat.

230
230
article thumbnail

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.

article thumbnail

Leading With Data: The Art of Storytelling with Anand S.

Analytics Vidhya

Analytics Vidhya has launched its new series, ‘Leading With Data,’ where industry leaders share their experiences, career journeys, interesting projects, and more. In the debut episode of the series, Mr. Anand S., CEO and Chief Data Scientist at Gramener, was interviewed by the Founder & CEO of Analytics Vidhya, Mr. Kunal Jain. Anand is a […] The post Leading With Data: The Art of Storytelling with Anand S. appeared first on Analytics Vidhya.

article thumbnail

Don’t Miss Out! Enroll in FREE Courses Before 2023 Ends

KDnuggets

Complete the last quarter of the year and improve your skills to get you kickstarted for 2024’s self-development plan with these FREE courses.

article thumbnail

AI in healthcare searches skyrocket by over 300% in three years, 10x that of AI safety

Dataconomy

Artificial Intelligence (AI) and healthcare has been on a meteoric rise, and our analysis of Google search data from 2020 to 2023 reveals an astonishing surge in public interest. The study, conducted by Dataconomy in August 2023, shines a spotlight on the monumental increase of over 300% in AI-related healthcare queries, positioning it as a dominant inquiry within the broader AI landscape.

AI 203
article thumbnail

The Data + AI Trifecta: People, Process, and Platform

databricks

Business leaders are all asking the same questions: How do we accelerate our company’s plan for data and AI? How can we take a.

AI 208
article thumbnail

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.

article thumbnail

Top 5 free AI song cover generators you can find online

Dataconomy

Are you looking for free AI song cover generators that you can have some fun with? You are at the right place! Here are a couple of AI song cover generators that are both free and subscrpition-based! In the world of music, creativity knows no bounds, and technology continues to bridge the gap between imagination and reality. If you’re an aspiring artist, content creator, or simply a music enthusiast, you’ll be delighted to discover that AI-powered song cover generators are now readil

AI 195
article thumbnail

Unveiling Neural Magic: A Dive into Activation Functions

KDnuggets

Cracking the code of activation functions: Demystifying their purpose, selection, and timing.

article thumbnail

Quantum Resistance and the Signal Protocol

Hacker News

The Signal Protocol is a set of cryptographic specifications that provides end-to-end encryption for private communications exchanged daily by billions of people around the world. After its publication in 2013, the Signal Protocol was adopted not only by Signal but well beyond. Technical informat.

182
182
article thumbnail

The Physical Process That Powers a New Type of Generative AI

Flipboard

Some modern image generators rely on the principles of diffusion to create images. Alternatives based on the process behind the distribution of charged particles may yield even better results.

AI 182
article thumbnail

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.

article thumbnail

Windows Subsystem for Linux gets new 'mirrored' network mode

Hacker News

Microsoft has released Windows Subsystem for Linux (WSL) 2.0.0 with a set of new opt-in experimental features, including a new network mode and automated memory and disk size cleanup.

181
181
article thumbnail

Google’s Bard can now read emails as company tries to show it’s useful

Flipboard

Google is integrating its Bard artificial intelligence chatbot with some of its other products, including Gmail, YouTube and Google Docs, as the tech giant tries to keep up with fierce competition and get more people to use its AI tools.

article thumbnail

X-ray laser will ‘film’ chemical reactions in unprecedented detail

Hacker News

Upgraded laser in California will produce one million X-ray pulses per second to study ultrafast processes at the atomic level. Upgraded laser in California will produce one million X-ray pulses per second to study ultrafast processes at the atomic level.

181
181
article thumbnail

Pryon raises $100M to index and analyze enterprise data

Flipboard

Pryon, a startup developing an AI-powered platform to look for insights in — and surface answers from — enterprise knowledge bases, today announced that it raised $100 million in a funding round led by Thomas Tull’s U.S. Innovative Technology Fund.

AI 177
article thumbnail

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.

article thumbnail

Contrastive Decoding Improves Reasoning in Large Language Models

Hacker News

We demonstrate that Contrastive Decoding -- a simple, computationally light, and training-free text generation method proposed by Li et al 2022 -- achieves large out-of-the-box improvements over greedy decoding on a variety of reasoning tasks. Originally shown to improve the perceived quality of long-form text generation, Contrastive Decoding searches for strings that maximize a weighted difference in likelihood between strong and weak models.

179
179
article thumbnail

After relaunching as a studio for creators, LimeWire acquires BlueWillow, a Midjourney competitor

Flipboard

In the Wild West of generative AI, a new, unlikely cowboy is riding into town. LimeWire — once infamous for music piracy and incurring the wrath of the music industry before shutting down — last year pivoted under new owners into the world of content creation.

AI 172
article thumbnail

Pink Diamonds Erupted to Earth's Surface after Early Supercontinent's Breakup

Hacker News

Western Australia’s Argyle Mine is famous for its rare pink diamonds, and scientists now think they know how these formed: a tectonic collision followed by the breakup of a supercontinent

179
179
article thumbnail

Google’s Bard chatbot can now tap into your Google apps, double check answers and more

Flipboard

Google today is releasing a more capable version of Bard, its generative AI chatbot and ChatGPT rival, which now lets you double-check its answers, collaborate with others, and, notably, integrate with Google’s own apps and services, including Gmail, Docs, Drive, Maps, YouTube, and Google Flights …

AI 166
article thumbnail

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.

article thumbnail

The Pirate Bay Celebrates Its 20th Anniversary

Hacker News

During the summer of 2003, Swedish pro-culture organization Piratbyrån was making a name for itself; sharing news and educating people on how they could share media online. What the group’s members didn’t realize at the time, is that the plans they made would create a ripple effect that still has an impact decades later. Like many other people mesmerized by the unbridled ability to share files over the Internet, the new BitTorrent protocol caught Piratbyrån’s eye.

173
173
article thumbnail

How Will the Tech Titans Behind ChatGPT, Bard, and LLaMA Make Money?

Flipboard

It seems like anything is possible with generative AI right now. But how will companies profit from those big ideas? Andy Wu breaks down the potentially painful tradeoffs that tech firms might face as artificial intelligence enters its next phase.

article thumbnail

A small community of unofficial Apple technicians in Cuba

Hacker News

Apple doesn’t operate stores in Cuba; the sale of any Apple product, including iPhones and Macs, is prohibited. Underground Apple technicians are kings.

181
181
article thumbnail

The risks of low-code and no-code development in cloud architecture

Flipboard

Low-code and no-code development platforms have gained significant traction recently, and more so with the rise of artificial intelligence in 2023.

article thumbnail

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.