Tue.Oct 03, 2023

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Do large language models have high toxic probabilities?

Data Science Dojo

Unlocking the potential of large language models like GPT-4 reveals a Pandora’s box of privacy concerns. Unintended data leaks sound the alarm, demanding stricter privacy measures. Generative Artificial Intelligence (AI) has garnered significant interest, with users considering its application in critical domains such as financial planning and medical advice.

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Generative AI Report – 10/3/2023

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.

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Top 10 AI Video and Image Denoise Software

Analytics Vidhya

Introduction When shooting in low light with a camera at high ISOs, it is common to capture moments with significant noise. Finding the right balance between enhancing the photos’ details and eliminating the noise is crucial. Using the right tool enables reducing the noise of the images while preserving the minute details. With AI denoise […] The post Top 10 AI Video and Image Denoise Software appeared first on Analytics Vidhya.

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Seven Reasons why Data Security Needs AI

insideBIGDATA

Today data holds the key to business success. Enterprises are embracing the power of data to improve marketing effectiveness, identify new revenue opportunities, personalize customer experiences, and improve operational efficiency. However, the increasing complexity of the data landscape is making it a huge challenge to provide users and applications with fast access required, while ensuring regulatory compliance.

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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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How to Use Midjourney AI?

Analytics Vidhya

Introduction The allure of image-generating AI has surged. With the ability to give life to any type of imagination, AI has gained popularity among business people as well as in education. One such AI wizardry is exhibited by Midjourney AI. It translates text prompts into captivating AI-generated images. Here is a tutorial guiding you to […] The post How to Use Midjourney AI?

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The Top 5 Data Management Tools For Your Projects

KDnuggets

See what KDnuggets is recommending for the top 5 cutting-edge tools for cloud, ETL, transformation, master data management, and visualization.

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How to use the top 8 AI tools for code generation?

Data Science Dojo

Code generation is one of the most exciting new technologies in software development. AI tools can now generate code that is just as good, or even better, than human-written code. This has the potential to revolutionize the way we write software. Imagine teaching a child to create a simple paper boat. You guide through the folds, the tucks, and the final touches.

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The Top 5 Data Management Tools For Your Projects

KDnuggets

See what KDnuggets is recommending for the top 5 cutting-edge tools for cloud, ETL, transformation, master data management, and visualization.

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Databricks Expands Brickbuilder Program to Include Lakehouse Accelerators

databricks

Today, we’re excited to announce Brickbuilder Accelerators, an expansion to the Brickbuilder Program that pairs the expertise of system integrator and consulting partners w.

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What is the AI yearbook trend that people on the internet talk about?

Dataconomy

Today, we will talk about the AI yearbook trend, which has become pretty popular recently as people from all over the world started joining the bandwagon. If you are here, reading this article, you probably want to learn how to join the trend yourself. We will show you everything you need to know! Artificial intelligence is creating quite a stir in the digital landscape.

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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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Bringing Software Engineering Best Practices to Life Sciences R&D at Exai Bio

databricks

This blog was written in collaboration with Sukh Sekhon, Software Engineer, Cloud Infrastructure and Helen Li, Sr. Director of Engineering at Exai Bio.

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Job Trends in Data Analytics: NLP for Job Trend Analysis

KDnuggets

Perform job trend analysis and check the results using NLP.

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Microsoft’s AutoGen framework allows multiple AI agents to talk to each other and complete your tasks

Flipboard

Microsoft has joined the race for large language model (LLM) application frameworks with its open source Python library, AutoGen. As described by Microsoft, AutoGen is “a framework for simplifying the orchestration, optimization, and automation of LLM workflows.

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Tips for Successfully Navigating Beginner Data Science Job Interviews

KDnuggets

Data science beginners, here are nine tips for navigating job interviews!

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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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11 practical and responsible ways I have improved my journalism with AI - Poynter

Flipboard

Generative artificial intelligence has plenty of issues. It’s also very useful for organizing and bolstering journalists’ work.

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Rundit launches LP Report Builder to bring investment reporting a much-needed upgrade

Dataconomy

In today’s rapidly evolving investment landscape, staying ahead of the curve is crucial for venture capital firms, private equity firms, investment companies, and family offices. That’s where Rundit – a portfolio management and monitoring solutions provider – wants to make a difference and bring the investment industry up-to-date.

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25 of the best online MIT courses you can take for free

Flipboard

Find free courses on everything from game design to machine learning. TL;DR: A wide range online courses from MIT are available to take for free on edX. If you're eager to pursue your passions, take a moment to explore edX.

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Tom Hanks battles AI’s misleading dental ad deception

Dataconomy

Quick take: Tom Hanks warns about a deceptive dental ad using an AI replica of his likeness. Core insight: While Tom Hanks has occasionally embraced digital representations in film, he underscores the profound challenges—both artistic and legal—of AI and deepfake technologies creating perpetual, almost indistinguishable replicas of actors. What’s next: The usage of AI in entertainment may necessitate robust legal frameworks, addressing intellectual property rights tied to an individualR

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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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XaaS Delivers The Last Mile Of Digital Transformation

MoorInsights for Forbes

VP & Principal Analyst, Datacenter Compute, Matt Kimball, dives into the last mile of digital transformation, what he calls digital reinvention.

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Sneak peek: Google Pixel 8 Event

Dataconomy

On October 4th, the bustling streets of New York City will bear witness to a tech spectacle like no other, as Google hosts its highly anticipated Google Pixel 8 event. This event promises to be a game-changer, set to reveal groundbreaking innovations that will redefine the way we experience technology. At the heart of the event are the dazzling stars of the show: the Pixel 8 series and the Pixel Watch 2.

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Fresh Ideas for Data Governance Professionals

The Data Administration Newsletter

As a frequent reviewer of data and strategy books, I am always interested in understanding authors’ perspectives on data governance. Two recent books have ideas that are worthy of data governance professionals: “Rewired” by Eric Lamarre, Kate Smaje, and Rodney W. Zemmel; and “Data Is Everybody’s Business” by Barbara H. Wixom, Cynthia M.

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RN Coders Can Improve Hospital Data Strategies

Smart Data Collective

Healthcare providers are investing more heavily in big data technology, as they strive to deal with growing challenges such as declining operating margins and an increasingly complex regulatory environment. However, many healthcare providers lack the technology or knowledge to use data prudently. One study found that 56% of hospitals do not have any data analytics or governance strategies.

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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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Scale of Sports Fields and Courts

FlowingData

When we watch sports on television, the scale of many sports don’t seem that different, because the camera zooms in on players and everything is within the frame of our screens. So here are the major sports drawn at the same scale to help appreciate the size differences.

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Lessons Learned from a Woman in Data Science

Dataversity

While studies show that women currently hold about 28% of technology jobs, the total number of women in tech positions has actually decreased over the last few years. Gender disparity clearly still exists, and it is even more prominent in the field of Data Science. To make way for more women in Data Science, it’s important for me to share […] The post Lessons Learned from a Woman in Data Science appeared first on DATAVERSITY.

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Billion dollar natural disasters

FlowingData

For Bloomberg, Rachael Dottle and Leslie Kaufman go with the combo stacked area chart and stacked bar chart on the top and bottom to show increased cost of billion dollar disasters and the counts over time. It looks like the sporadic tropical cyclones are causing the most damage.

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5 Must-Have Skills to Get Into Prompt Engineering

ODSC - Open Data Science

Who hasn’t seen the news surrounding one of the latest jobs created by AI, that of prompt engineering ? This role has gained immense prominence for many reasons, but mostly due to the diverse skills required to succeed in the role. If you’re unfamiliar, a prompt engineer is a specialist who can do everything from designing to fine-tuning prompts for AI models, thus making them more efficient and accurate in generating human-like text.

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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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IBM and ESPN use AI models built with watsonx to transform fantasy football data into insight

IBM Journey to AI blog

If you play fantasy football, you are no stranger to data-driven decision-making. Every week during football season, an estimated 60 million Americans pore over player statistics, point projections and trade proposals, looking for those elusive insights to guide their roster decisions and lead them to victory. But numbers only tell half the story. For the past seven years, ESPN has worked closely with IBM to help tell the whole tale.

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How Khan Academy is using AI to shape the future of learning

SAS Software

As many are witnessing, AI has made people rethink and reimagine the future of education. In fact, AI has already started to revolutionize the way people teach and learn, making education more personalized, accessible and efficient. Sal Khan, founder of Khan Academy, knows firsthand about that. He stopped by SAS [.

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Operationalize automation for faster, more efficient incident resolution at a lower cost

IBM Journey to AI blog

IT is under enormous pressure. The expectation is 24/7/365 performance while also delivering increasingly better customer experiences at the lowest possible cost. The reality is that it’s difficult to keep apps performing as designed, especially in modern, cloud-native environments with microservices and Kubernetes. Cloud costs are out of control, and teams spend too much time fixing instead of innovating.

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Five Kinds of Friends (2022)

Hacker News

Comments

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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.