KDnuggets
AUGUST 29, 2023
Join us at the MADS conference in Washington, D.C., from Sept. 26 to 28, 2023. Learn more here and register with code KDN100 for $100 of your conference pass.
AUGUST 30, 2023
NEW YORK (AP) — Kelly McKernan’s acrylic and watercolor paintings are bold and vibrant, often featuring feminine figures rendered in bright greens, blues, pinks and purples. The style, in the artist’s words, is “surreal, ethereal … dealing with discomfort in the human journey.
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AUGUST 31, 2023
Given the staggering pace of generative AI development, it’s no wonder that so many executives are tempted by the possibilities of AI, concerned about finding and retaining qualified workers, and humbled by recent market corrections or missed analyst expectations. They envision a future of work without nearly as many people as today. But this is a miscalculation.
KDnuggets
AUGUST 31, 2023
The Burtch Works 2023 Data Science & AI Professionals salary report is here, and includes insightful data such as hiring and marketplace trends, compensation changes over time, and salary data. Get your copy here.
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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?
insideBIGDATA
AUGUST 31, 2023
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.
Analytics Vidhya
AUGUST 29, 2023
Introduction In this article, we shall discuss ChatGPT Prompt Engineering in Generative AI. ChatGPT has been one of the most discussed topics among tech and not-so-techies since November 2022. It is a type of intelligent conversation that marks the dawn of an era of intelligent conversation. One can ask almost anything ranging from science, arts, […] The post Basic Tenets of Prompt Engineering in Generative AI appeared first on Analytics Vidhya.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Adrian Bridgwater for Forbes
AUGUST 29, 2023
Because the same basic learning constructs apply to both machine brains and our own, we need to develop systems to deliver knowledge as it expands over time.
Dataconomy
AUGUST 29, 2023
Fable, a tech startup hailing from San Francisco, launched its Showrunner AI platform, known as SHOW-1, just a month ago. This cutting-edge technology can autonomously craft new episodes of television shows, casting you in the starring role. The release comes as a significant advancement in generative AI, and its timing is particularly intriguing given the ongoing strikes among Hollywood writers and actors.
KDnuggets
AUGUST 30, 2023
7 Projects Built with Generative AI • Beyond Numpy and Pandas: Unlocking the Potential of Lesser-Known Python Libraries • 5 Ways You Can Use ChatGPT’s Code Interpreter For Data Science • GPT-4: 8 Models in One; The Secret is Out
Hacker News
AUGUST 31, 2023
Oxygen-28 might prompt physicists to revamp theories of how atomic nuclei are structured. Oxygen-28 might prompt physicists to revamp theories of how atomic nuclei are structured.
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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.
Analytics Vidhya
AUGUST 31, 2023
Introduction In the swiftly evolving Generative AI landscape, a new era has arrived. This transformative shift brings unprecedented advancements to AI applications, with Chatbots at the forefront. These AI-powered conversational agents simulate human-like interactions, reshaping communication for businesses and individuals. The term “Gen AI Era” emphasizes advanced AI’s role in shaping the future. “Unlocked potential” […] The post Building A Model From Scratch
AUGUST 28, 2023
With ecosystems in crisis, engineers and scientists are teaming up to decipher what animals are saying. Their hope: By truly listening to nature, humans will decide to protect it.
Towards AI
AUGUST 31, 2023
Last Updated on September 1, 2023 by Editorial Team Author(s): Cezary Gesikowski Originally published on Towards AI. OpenAI launches a business-oriented version of ChatGPT-4 This member-only story is on us. Upgrade to access all of Medium. image: Photo by Razvan Chisu on Unsplash | edited in PS Beta by the author OpenAI has just announced the launch of ChatGPT Enterprise.
Dataconomy
AUGUST 29, 2023
Midjourney is a very popular image generator but there are certain security measures to ensure a peaceful environment. The team behind Midjourney ensures a safe place by adding some security mesaures, which starts with banning some words. Here is a full list of Midjourney banned words! The cutting-edge AI image generator has garnered widespread recognition for its impressive ability to turn text prompts into stunning visual artworks.
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.
Data Science 101
AUGUST 31, 2023
Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. “My philosophy as a CTO is that my most important job is to keep the team focused and busy.” — Tom Johnson (@tomjohnson3) on Threads What is the back story around the creation of @trymultiplayer and how is it going?
Hacker News
AUGUST 31, 2023
California Forever is a California company backed by California investors that's proposing to build a new walkable community, a large solar farm, and an agriculture and open space green belt on 60,000 acres in eastern Solano County.
Analytics Vidhya
AUGUST 31, 2023
Introduction The transition from GPT-3.5 to GPT-4 in the generative artificial intelligence (AI) realm marks a transformative leap in language generation and comprehension. GPT-4, short for “Generative Pre-trained Transformer 4,” is the culmination of iterative advancements, harnessing improved architecture and training methods. While GPT-3.5 showcased impressive prowess in comprehending context and producing coherent text, GPT-4 […] The post Generative AI’s Shift From GP
AUGUST 31, 2023
A view showing the parts of the world covered by SATLAS using images from Sentinel-2 satellites. | Image: Allen Institute for AI A first-of-its-kind map of renewable energy projects and tree coverage around the world launched today, and it uses generative AI to essentially sharpen images taken from space. It’s all part of a new tool called Satlas from the Allen Institute for AI, founded by Microsoft co-founder Paul Allen.
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.
Towards AI
AUGUST 31, 2023
Last Updated on September 1, 2023 by Editorial Team Author(s): Flo Originally published on Towards AI. Predicting salary based on years of experience Top highlight This member-only story is on us. Upgrade to access all of Medium. Image by Flo This article illustrates how to build in less than 5 minutes a simple linear regression model with gradient descent.
Dataconomy
AUGUST 29, 2023
Waifu Diffusion has gained significant traction as a specialized adaptation of the original Stable Diffusion anime model. The concept of fine-tuning is central here; it involves taking a pre-trained model and further customizing it with a specific dataset. For Waifu Diffusion v1.4, the latest iteration, the base model of Stable Diffusion v2 was adapted using an extensive dataset of 5,468,025 anime text-image samples, sourced from Danbooru , a well-known anime imageboard.
AWS Machine Learning Blog
AUGUST 30, 2023
Radiology reports are comprehensive, lengthy documents that describe and interpret the results of a radiological imaging examination. In a typical workflow, the radiologist supervises, reads, and interprets the images, and then concisely summarizes the key findings. The summarization (or impression ) is the most important part of the report because it helps clinicians and patients focus on the critical contents of the report that contain information for clinical decision-making.
Hacker News
AUGUST 31, 2023
A new technique analysing modern genetic data suggests that pre-humans survived in a group of only 1,280 individuals. A new technique analysing modern genetic data suggests that pre-humans survived in a group of only 1,280 individuals.
Speaker: Kevin Kai Wong, President of Emergent Energy Solutions
In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.
Analytics Vidhya
AUGUST 31, 2023
In a significant stride towards combating the surge of misleading content, Google has introduced an innovative solution that brings a new layer of defense against the onslaught of deepfakes. This pioneering endeavor employs invisible watermarks, like secret shields, on images created using AI technology. The watermarking tool, named “SynthID,” is a product of the innovative […] The post Google Watermarks AI-Generated Images to Shield Against Deepfakes appeared first on Analytic
AUGUST 30, 2023
As it turns out, it’s impossible to remove a user’s data from a trained A.I. model. Deleting the model entirely is also difficult—and there’s little regulation to enforce either option.
Towards AI
AUGUST 31, 2023
Last Updated on September 1, 2023 by Editorial Team Author(s): Louis Bouchard Originally published on Towards AI. An introduction to explainable AI This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 days before on my blog! Powerful artificial intelligence models like DALLE or ChatGPT are super useful and fun to use.
Data Science 101
AUGUST 31, 2023
Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. “I’m writing a book about Typescript. It’s called TypeScript Gamified, and its goal is to help people learn TS the fun way.” — Paula Santamaría (@pau.codes) on Threads I believe you, @pau.codes, became a developer right out of high school.
Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage
Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.
FlowingData
AUGUST 31, 2023
In early 2021, the average rate for a 30-year fixed rate mortgage was under three percent. According to Freddie Mac, the average rate for the past week was 7.23%. That’s a big enough increase to feel the difference in your monthly payment, but it stings even more when you compound the cost over the length of a mortgage. Use this chart to see how many times over you’ll pay over the original loan amount, given the annual rate and the number of years of paying.
Hacker News
AUGUST 31, 2023
Child safety group Heat Initiative plans to launch a campaign pressing Apple on child sexual abuse material scanning and user reporting. The company issued a rare, detailed response on Thursday.
Analytics Vidhya
AUGUST 31, 2023
Google has unleashed a game-changing innovation set to redefine how Indians and Japanese explore the vast realm of information. Building upon the immense capabilities of artificial intelligence (AI), Google’s newly introduced AI-powered search tool, known as the Search Generative Experience (SGE), is primed to elevate the search experience to unparalleled heights.
AUGUST 31, 2023
Need a place to shout into the void about AI? There's a new form for you to fill out. Meta, the maker of Facebook and Instagram, introduced a new form that lets you ask, pretty please, for the company not to use your data to train its AI models. Sort of.
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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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