Fri.Sep 22, 2023

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The Three Greatest Areas of Impact for AI in Automation

insideBIGDATA

In this contributed article, Jakob Freund, Co-Founder and CEO at Camunda, explores three different types of AI that he predicts will dominate industries as organizations work to ensure business processes are streamlined and working as intended. These three AI buckets include predictive decision-making, generative processes, and assistive tools.

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Machine Learning Experiment Tracking Using MLflow

Analytics Vidhya

Introduction The area of machine learning (ML) is rapidly expanding and has applications across many different sectors. Keeping track of machine learning experiments using MLflow and managing the trials required to construct them gets harder as they get more complicated. This can result in many problems for data scientists, such as: Given the above challenges, […] The post Machine Learning Experiment Tracking Using MLflow appeared first on Analytics Vidhya.

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Top 5 Free Alternatives to GPT-4

KDnuggets

Think GPT-4 is a big deal? These Generative AI newbies are already stealing the show!

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Cognitive Computing: Definition, Working, Examples and More 

Analytics Vidhya

Introduction In 2011, a special robot called Baxter joined factory teams. It stood six feet tall, weighing 300 pounds, with two handy arms and expressive digital eyes. What made Baxter unique was that it could work alongside humans, thanks to cognitive computing. This AI approach copied how humans think and learn. Humans taught Baxter how […] The post Cognitive Computing: Definition, Working, Examples and More appeared first on Analytics Vidhya.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Effective Small Language Models: Microsoft’s 1.3 Billion Parameter phi-1.5

KDnuggets

Learn about Microsoft’s 1.3 billion parameter model that has outperformed Llama 2’s 7-billion parameters model on several benchmarks.

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Unraveling the Power of Diffusion Models in Modern AI

Analytics Vidhya

Introduction In the rapidly evolving field of artificial intelligence, there’s a lot of excitement around a new concept called “Diffusion Models in Modern AI.” These models are like pioneers in AI, achieving tasks that were once considered very hard. In today’s AI landscape, diffusion models make waves with the unique ability to generate data by […] The post Unraveling the Power of Diffusion Models in Modern AI appeared first on Analytics Vidhya.

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Congratulations to Summer Hacakthon Winners!

databricks

Earlier this year, Databricks launched Dolly 2.0: the world's first truly open instruction-tuned Large Language Model (LLM). To build off this excitement around.

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Optimizing Data Storage: Exploring Data Types and Normalization in SQL

KDnuggets

Learn about the data types and normalization techniques in SQL, which will be very helpful for optimizing your data storage.

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insideBIGDATA AI News Briefs – 9/22/2023

insideBIGDATA

Welcome insideBIGDATA AI News Briefs, our timely new feature bringing you the latest industry insights and perspectives surrounding the field of AI including deep learning, large language models, generative AI, and transformers. We’re working tirelessly to dig up the most timely and curious tidbits underlying the day’s most popular technologies. We know this field is advancing rapidly and we want to bring you a regular resource to keep you informed and state-of-the-art.

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5 Best Data Science Certification in USA

Analytics Vidhya

Introduction In the United States, data science is a hotbed of opportunity. Glassdoor consistently ranks Data Scientist as one of the most sought-after roles for four years. The United States Bureau of Labor Statistics predicted data science jobs to grow at the rate of 35% by 2032. This article explores the top 5 data science […] The post 5 Best Data Science Certification in USA appeared first on Analytics Vidhya.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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People Management in AI: Top 5 Strategies for Success

Data Science Dojo

People management in AI is the art of blending technical brilliance with human ingenuity to drive innovation and create a brighter future. As technology continues to advance at an unprecedented rate, AI is rapidly transforming the way we live and work. From automated customer service to predictive analytics, AI is becoming an increasingly vital part of many industries.

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How to Create a Waterfall Chart in Excel?

Analytics Vidhya

Introduction Excel is a global powerhouse, serving many functions, from data analysis and mathematical calculations to business report management and data organization. It excels at data visualization, allowing users to craft charts and graphs like pivot charts, 2-D line graphs, histograms, pie charts, and more. Among these, the waterfall chart in excel stands out as […] The post How to Create a Waterfall Chart in Excel?

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Windows 11 23h2 brings generative AI to your PC

Dataconomy

Microsoft will release its next big Windows 11 update on September 26th, Windows 11 23h2. The update will include the new AI-powered Windows Copilot feature, a redesigned File Explorer, a new Ink Anywhere feature for pen users, big improvements to the Paint app, and much more. Microsoft is gearing up to unleash a wave of fresh features and enhancements with the release of Windows 11 23H2 on September 26th.

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A man who figured out how to turn Americans’ private information into a business

Hacker News

Hank Asher was a drug smuggler with a head for numbers — until he figured out how to turn Americans’ private information into a big business.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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Comparison: DALL-E 3 vs Midjourney

Dataconomy

DALL-E 3, the latest version of OpenAI’s ground-breaking generative AI visual art platform, was just announced with groundbreaking features, including ChatGPT integration. While the announcement is quite assertive, we decided to put it in a ring to see how it will be performing. Prepare to embark on an exhilarating journey through the boundless realms of AI-powered creativity as we pit two digital maestros against each other in an electrifying showdown!

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The year Lou Reed gave up on music

Hacker News

Between quitting the Velvet Underground and writing “Walk on the Wild Side,” the singer endured a long stretch of doubt, frustration and failure.

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It’s time to shelve unused data

Dataconomy

Data archiving is the systematic process of securely storing and preserving electronic data, including documents, images, videos, and other digital content, for long-term retention and easy retrieval. This essential practice involves the transfer of data from active storage systems, where it is frequently accessed and used, to secondary storage systems specifically designed for extended preservation and infrequent access.

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FEMA and FCC Plan Nationwide Emergency Alert Test for Oct. 4, 2023

Hacker News

FEMA, in coordination with the Federal Communications Commission (FCC), will conduct a nationwide test of the Emergency Alert System (EAS) and Wireless Emergency Alerts (WEA) this fall.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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How much energy does AI use compared to humans? Surprising study ignites controversy

Flipboard

AI’s carbon footprint is no open-and-shut case, according to scientists from the University of California-Irvine and MIT, who published a paper earlier this year on the open access site arXiv.

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American Labor’s Real Problem: It Isn’t Productive Enough

Hacker News

Factory workers want lots more pay and fewer hours, but that’s hard to justify when U.S.

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Will AI end education as we know it? Economist predicts schools, teachers could become 'obsolete'

Flipboard

With the surge in growth of artificial intelligence, fears over the new technology have experts weighing in on what impact it will have on U.S. education. One economist warned that the technology will eventually lead to the elimination of teaching.

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The Tragedy of Google Search

Hacker News

With a landmark antitrust trial under way, a giant of the modern web is buckling under its own weight.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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This is the No. 1 'most important' AI skill you need to know, says MIT expert: 'You can learn the basics in 2 hours'

Flipboard

Employers want AI-savvy workers right now, says Anant Agarwal, chief platform officer of education tech company 2U — especially ones with a particular skill.

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An open letter to our community

Hacker News

An open letter from Marc Whitten to the Unity community in September 2023.

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AI Should Be Decentralized, But How?

Flipboard

The case for greater transparency and verifiability in AI. But is decentralization the best way to achieve that and is feasible in practice? Jesus Rodriguez, of IntoTheBlock, says the technical challenges are tremendous.

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0-days exploited by commercial surveillance vendor in Egypt

Hacker News

Last week Google’s Threat Analysis Group (TAG), in partnership with The Citizen Lab, discovered an in-the-wild 0-day exploit chain for iPhones. Developed by the commercial surveillance vendor, Intellexa, this exploit chain is used to install its Predator spyware surreptitiously onto a device.In response, yesterday, Apple patched the bugs in iOS 16.7 and iOS 17.0.1 as CVE-2023-41991, CVE-2023-41992, CVE-2023-41993.

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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A flood of new AI products just arrived — whether we’re ready or not

Flipboard

SAN FRANCISCO — Big Tech launched multiple new artificial intelligence products this week, capable of reading emails and documents or conversing in a personal way.

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Authors sue OpenAI for using their works without proper licensing

Hacker News

The suit, filed with the Authors Guild, accuses the A.I. company of infringing on authors’ copyrights, claiming it used their books to train its ChatGPT chatbot.

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Alan Turing and the Power of Negative Thinking

Flipboard

Algorithms have become ubiquitous. They optimize our commutes, process payments, and coordinate the flow of internet traffic.

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Amazon Prime Video content to start including ads next year

Hacker News

Amazon says its Prime Video users will see ads on TV shows and movies unless they pay extra.

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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?