Wed.Jun 21, 2023

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SaaS Security Requires Self-Supervised Learning with Context

insideBIGDATA

In this contributed article, Tal Shapira, Ph.D., co-founder and chief scientist at Reco, discusses the need for self-supervised learning to combat the growing attack surface that SaaS-based applications have opened up for organizations. SaaS tools and applications have revolutionized the workplace in many ways – and we certainly don’t want to put an end to that.

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Data-driven marketing in 2023: The science behind data analysis and effective campaigns

Data Science Dojo

Hello there, dear reader! It’s an absolute pleasure to have you here. Today, we’re embarking on a thrilling journey into the heart of data-driven marketing. Don’t worry, though; this isn’t your average marketing chat! We’re delving into the very science that makes marketing tick. So, grab a cup of tea, sit back, and let’s unravel the fascinating ties between marketing Trust me, it’s going to be a real hoot!

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Time-Series Forecasting Using Attention Mechanism

Analytics Vidhya

Introduction Time-series forecasting plays a crucial role in various domains, including finance, weather prediction, stock market analysis, and resource planning. Accurate predictions can help businesses make informed decisions, optimize processes, and gain a competitive edge. In recent years, attention mechanisms have emerged as a powerful tool for improving the performance of time-series forecasting models.

Analytics 330
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Closing the Gap Between Human Understanding and Machine Learning: Explainable AI as a Solution

KDnuggets

This article elaborates on the importance of Explainable AI (XAI), what the challenges in building interpretable AI models are, and some practical guidelines for companies to build XAI models.

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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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Machine Learning Unlocks Insights For Stress Detection

Analytics Vidhya

Introduction Stress is a natural response of the body and mind to a demanding or challenging situation. It is the body’s way of reacting to external pressures or internal thoughts and feelings. Stress can be triggered by a variety of factors, such as work-related pressure, financial difficulties, relationship problems, health issues, or major life events. […] The post Machine Learning Unlocks Insights For Stress Detection appeared first on Analytics Vidhya.

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“Above the Trend Line” – Your Industry Rumor Central for 6/21/2023

insideBIGDATA

Above the Trend Line: your industry rumor central is a recurring feature of insideBIGDATA. In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and curious buzz.

Big Data 243

More Trending

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Advancing Business with Data & AI: Announcing the Finalists for the 2023 Databricks Data Team Transformation Award

databricks

The annual Data Team Awards showcase how different enterprise data teams are delivering solutions to some of the world’s toughest problems. Nearly 300 n.

AI 197
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Designing Electric Cars Just Got Faster with Toyota’s AI

Analytics Vidhya

The Toyota Research Institute (TRI) has made an announcement in the world of vehicle design. They have unveiled a revolutionary generative artificial intelligence (AI) technique to transform how Electric Vehicles (EVs) are designed. With this new technology, Toyota aims to overcome the constraints that often hinder the manual development of EV designs.

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Scribble Diffusion: From rough sketches to beautiful images

Dataconomy

Meet Scribble Diffusion, a new art generator. The advancements in artificial intelligence have made it easier than ever to transform doodles into captivating works of art. This is made possible by Scribble Diffusion, an open-source web application powered by AI. By leveraging sophisticated neural network structures, users can convert their hand-drawn sketches into stunning paintings.

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Transforming PDFs: Summarizing Information with Transformers in Python

Analytics Vidhya

Introduction Transformers are revolutionizing natural language processing, providing accurate text representations by capturing word relationships. Extracting critical information from PDFs is vital today, and transformers offer an efficient solution for automating PDF summarization. The adaptability of transformers makes these models invaluable for handling various document formats.

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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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The future of healthcare relies on data collaboration: how IQVIA and the Databricks Lakehouse enable better outcomes

databricks

The ability to ingest, unify, and share healthcare data plays a foundational role in driving new innovations, advancing medical research, and improving patient.

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No More Cheating! Sapia.ai Catches AI-Generated Answers in Real-Time!

Analytics Vidhya

In an exciting breakthrough, Sapia.ai, has unveiled a new feature that can identify and flag responses created by generative AI models, such as ChatGPT, in real time. Sapia.ai is the world’s leading smart chat platform driven by deep-learning AI. This pioneering capability sets Sapia.ai apart from its competitors, providing a significant advantage in the realm […] The post No More Cheating!

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Alien contact: Harvard professor foresees AI as first point of communication

Dataconomy

According to a Harvard professor, AI will be used by aliens to speak with us instead of humans as their first point of contact. The Harvard professor AI predictions show the dangers of AI. In a forthcoming documentary titled God Versus Aliens, Avi Loeb offered the hypothesis that extraterrestrial visitors will likely send AI drones to Earth rather than ‘crewed’ vessels.

AI 171
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Tesla Dojo supercomputer is finally coming next month

Flipboard

Tesla says its long-awaited Dojo supercomputer, which is supposed to bring its self-driving effort to a new level, is finally going into production next month. more… The post Tesla Dojo supercomputer is finally coming next month appeared first on Electrek.

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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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An app can transform smartphones into thermometers that accurately detect fevers

Hacker News

A team led by researchers at the University of Washington has created an app called FeverPhone, which transforms smartphones into thermometers without adding new hardware.

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How to reduce costs for Process Mining

Data Science Blog

Process mining has emerged as a powerful Business Process Intelligence discipline (BPI) for analyzing and improving business processes. It involves extracting data from source systems to gain insights into process behavior and uncover opportunities for optimization. While there are many approaches to create value with process mining, organizations often face challenges when it comes to the cost of implementing the necessary solution.

Big Data 130
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Scientists successfully unfroze rat organs and transplanted them — a ‘historic’ step that could someday transform transplant medicine

Hacker News

The rat kidney was peculiarly beautiful — an edgeless viscera about the size of a quarter, gemstone-like and gleaming as if encased in pure glass. It owed its veneer to a frosty, minus 150-degree Celsius plunge into liquid nitrogen, a process known as vitrification, that shocked the kidney into an icy state of suspended animation. Then researchers at the University of Minnesota restarted the kidney’s biological clock, rewarming it before transplanting it back into a live rat ȁ

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Unleashing the Power of AI and Machine Learning: A Sneak Peek into Data and AI Summit Sessions

databricks

The Data and AI Summit is just around the corner, promising an unparalleled opportunity to delve into the world of artificial intelligence (AI).

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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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This startup gives your speech a new 'human-realistic' AI voice — for free

Flipboard

From virtual assistants to voiceovers for audiobooks, AI voice generation has emerged as a rapidly growing field — and it’s no wonder that companies are rushing to tap into the technology’s potential. Among them is Valencia-based Voicemod.

AI 149
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Cookie Clicker saved my PhD

Hacker News

Or, how I cookie-clicked my way to a doctorate in interaction design. It’s been 5 years since I finished my Ph.D. on user interfaces for machine learning.

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The Getting Started with AI Stack for JavaScript

Flipboard

It’s hard to understand new software infrastructure technologies without using them. At least, that’s what the a16z infrastructure team has found— and because so many of us started our careers as programmers, we’re often learning by doing. This has particularly … The post The Getting Started with AI Stack for JavaScript appeared first on Andreessen Horowitz.

AI 142
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French govt. says users of uBlock Origin, Signal etc. are potential terrorists

Hacker News

Cet article a été rédigé sur la base d’informations relatives à l’affaire dite du “8 décembre” Pour un résumé de l'affaire du 8 décembre voir notamment les témoignages disponibles dans cet article de la Revue Z, cet article de Lundi matin, les articles des comités de soutien suivants (ici i

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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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AI Will Eat Itself? This AI Paper Introduces A Phenomenon Called Model Collapse That Refers To A Degenerative Learning Process Where Models Start Forgetting Improbable Events Over Time

Flipboard

Using stable diffusion, pictures could be made from just words. GPT-2, GPT-3(.5), and GPT-4 performed amazingly on many language challenges. The public was first exposed to these types of language models through ChatGPT. Large language models (LLMs) have established themselves as a permanent fixture and are expected to alter the entire online text and imagery ecosystem drastically.

AI 140
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Amazon duped millions of consumers into enrolling in Prime, US FTC says

Hacker News

The U.S. Federal Trade Commission on Wednesday accused Amazon.com of enrolling millions of consumers into its paid subscription Amazon Prime service without their consent and making it hard for them to cancel, the agency's latest action against the ecommerce giant in recent weeks.

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AI: Chatbots replace journalists

Flipboard

German tabloid Bild, Europe's top-selling newspaper, has told hundreds of editors they will be replaced by AI. Will chatbots sound the death knell for human-made media content?

AI 123
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Tree-Ring Watermark: Invisible Robust Fingerprints of Diffusion Images

Hacker News

Watermarking the outputs of generative models is a crucial technique for tracing copyright and preventing potential harm from AI-generated content. In this paper, we introduce a novel technique called Tree-Ring Watermarking that robustly fingerprints diffusion model outputs. Unlike existing methods that perform post-hoc modifications to images after sampling, Tree-Ring Watermarking subtly influences the entire sampling process, resulting in a model fingerprint that is invisible to humans.

AI 124
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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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‘A moment of revolution’: Schumer unveils strategy to regulate AI amid dire warnings

Flipboard

The Senate majority leader released his long-awaited framework for regulating artificial intelligence and said he would launch a series of AI forums this fall featuring a range of experts.

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1Password rolling out “privacy-preserving” telemetry system

Hacker News

We’ll soon be rolling out a privacy-preserving telemetry system to customer accounts. Learn how the rollout is going to work, and the steps we’ve taken to protect your privacy.

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GPT-5: Release date, rumors, and features we expect from ChatGPT 5

Flipboard

Over half a year has passed since ChatGPT first blew us away with its impressive natural language capabilities. A lot has changed since then, from Google releasing its own Bard AI chatbot to Microsoft investing a staggering $10 billion in ChatGPT’s creator OpenAI.

AI 121
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Go 1.21

Hacker News

Go 1.21 RC brings language improvements, new standard library packages, PGO GA, backward and forward compatibility in the toolchain and faster builds.

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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.