Thu.Jun 01, 2023

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AI Empowers Microfinance: Revolutionizing Fraud Detection

insideBIGDATA

In this sponsored article, Dmitry Dolgorukov, CRO and Co-Founder of HES FinTech, suggesets that to effectively combat fraud, microfinance institutions must establish robust fraud detection systems. Early detection and prevention of fraudulent activities are vital in minimizing financial impact and safeguarding the funds of vulnerable customers. Microfinance institutions face a significant menace in the form of fraudulent activities, endangering their provision of financial services to underserve

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A Gentle Introduction to Hallucinations in Large Language Models

Machine Learning Mastery

Last Updated on June 6, 2023 Large Language Models (LLMs) are known to have “hallucinations.” This is a behavior in that the model speaks false knowledge as if it is accurate. In this post, you will learn why hallucinations are a nature of an LLM. Specifically, you will learn: Why LLMs hallucinate How to make […] The post A Gentle Introduction to Hallucinations in Large Language Models appeared first on MachineLearningMastery.com.

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10 Data Visualization Books

Analytics Vidhya

Introduction to Data Visualization The amount of data has changed in the digital age, becoming both a challenge and an opportunity. Data visualization has become an efficient method for communicating insights and making sense of complex information. Making sense of data through visualization facilitates informed decision-making across various sectors by simplifying interpretation and improving understanding. […] The post 10 Data Visualization Books appeared first on Analytics Vidhya.

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Up The Creek With A Paddle, Why We Need Data Stream Governance

Adrian Bridgwater for Forbes

With the rise of generative AI, the question of what data we use in machines that use Large Language Models (LLMs) is key when much of the LLM data is raw & unstructured.

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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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Netflix Case Study (EDA): Unveiling Data-Driven Strategies for Streaming

Analytics Vidhya

Introduction Welcome to our comprehensive data analysis blog that delves deep into the world of Netflix. As one of the leading streaming platforms globally, Netflix has revolutionized how we consume entertainment. With its vast library of movies and TV shows, it offers an abundance of choices for viewers around the world. Netflix’s Global Reach Netflix […] The post Netflix Case Study (EDA): Unveiling Data-Driven Strategies for Streaming appeared first on Analytics Vidhya.

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Supercharge your skill set with 9 free machine learning courses

Data Science Dojo

Machine learning courses are not just a buzzword anymore; they are reshaping the careers of many people who want their breakthrough in tech. From revolutionizing healthcare and finance to propelling us towards autonomous systems and intelligent robots, the transformative impact of machine learning knows no bounds. Safe to say that the demand for skilled machine learning professionals is skyrocketing, and many are turning to online courses to upskill and stay competitive in the job market.

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Better LLMs with Better Data using Cleanlab Studio

databricks

This post and accompanying notebook and tutorial video demonstrate how to use Cleanlab Studio to improve the performance of Large Language Models (LLMs.

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Nvidia Introduces Tool to Build AI-Powered Life-Like Gaming Characters

Analytics Vidhya

In an exciting development unveiled at Computex, Nvidia has introduced its groundbreaking Nvidia Avatar Cloud Engine (ACE) for Games, propelling non-playable characters (NPCs) into a new era of intelligence using AI technology. This revolutionary system empowers game developers to create NPCs that engage in natural language interactions, delivering enhanced immersion and interactivity for gamers.

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Adaptive Query Execution in Structured Streaming

databricks

In Databricks Runtime, Adaptive Query Execution (AQE) is a performance feature that continuously re-optimizes batch queries using runtime statistics during query execution. Starting.

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AI Event of the Year: DataHack Summit 2023

Analytics Vidhya

Embark on a journey of infinite possibilities at DataHack Summit 2023, India’s premier AI conference. DataHack Summit is back with a big bang as this year we’re taking the discussions around Generative AI to the next level because ‘GenAI is the Path to Gen-ius Solutions’. Join us in Bengaluru from August 02,2023 – August 05,2023 at […] The post AI Event of the Year: DataHack Summit 2023 appeared first on Analytics Vidhya.

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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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Essential MLOps: A Free eBook

KDnuggets

Check out this free ebook on the essentials of machine learning operations.

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Instacart Revolutionizes Shopping with AI-Powered Search: Meet Ask Instacart

Analytics Vidhya

In a groundbreaking move, Instacart has announced the launch of its new AI search tool, “Ask Instacart,” powered by OpenAI‘s ChatGPT. This innovative feature aims to enhance the shopping experience for customers by providing personalized recommendations and assisting with shopping inquiries. With the new tool embedded in the Instacart app, users can save time and […] The post Instacart Revolutionizes Shopping with AI-Powered Search: Meet Ask Instacart appeared first on An

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RarBG shutdown: Check out the best alternatives to try now

Dataconomy

Torrents are widely used almost in every place on Earth, and there are a couple of hubs where people share or find the files they look for. One of the biggest torrent sites in the world, RarBG, has recently shut down and ceased operations, but what is the reason behind the RarBG shutdown? RarBG was established in 2007 as a BitTorrent tracker for Bulgaria.

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Unleash the Power of Prompt Engineering: Supercharge Your Language Models!

Analytics Vidhya

Introduction In today’s digital age, language models have become the cornerstone of countless advancements in natural language processing (NLP) and artificial intelligence (AI). Fueled by vast amounts of text data, these powerful models can understand and generate human-like text, allowing applications ranging from chatbots and virtual assistants to language translation and content generation.

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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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Handling "Right to be Forgotten" in GDPR and CCPA using Delta Live Tables (DLT)

databricks

The amount of data has exploded over the last decades and governments are putting regulations in place to provide greater protection and rights.

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Battlefield Revolution: UK, US, Australia Push Boundaries with AI Drone Trial

Analytics Vidhya

In a groundbreaking display of military innovation, the United Kingdom, the United States, and Australia recently joined forces to conduct the first-ever trial of an artificial intelligence (AI)-enabled drone swarm. This historic event held at the Upavon Airfield in southwest England marks a significant milestone in developing & testing cutting-edge technologies.

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MIT researchers develop self-learning language models that outperform larger counterparts

Flipboard

Researchers at the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) have achieved a groundbreaking advancement in language modeling in the realm of dominant large language models (LLMs).

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Drive Into the Future with Jeep’s Next-Gen AI & Autonomous Off-Road Driving Tech

Analytics Vidhya

On National Autonomous Vehicle Day in the USA, the Jeep brand has offered a sneak peek into its upcoming generation of advanced off-road driving technology. Led by Neda Cvijetic, Head of AI & Autonomous Driving at Stellantis, a dedicated team has successfully tested the new technology. The tests at Moab, Utah, featured the latest prototypes […] The post Drive Into the Future with Jeep’s Next-Gen AI & Autonomous Off-Road Driving Tech appeared first on Analytics Vidhya.

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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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Growing and Serving Large Open-domain Knowledge Graphs

Machine Learning Research at Apple

*= Equal Contributors Applications of large open-domain knowledge graphs (KGs) to real-world problems pose many unique challenges. In this paper, we present extensions to Saga our platform for continuous construction and serving of knowledge at scale. In particular, we describe a pipeline for training knowledge graph embeddings that powers key capabilities such as fact ranking, fact verification, a related entities service, and support for entity linking.

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What is Binary Heap? Types, Application, Use Cases & More

Analytics Vidhya

Imagine if you have been tasked to sort a list of people based on some criteria or priority; how would you go about it? Doing so manually without a proper approach can take you a lot of time and might not even result in accurate sorting. Now take that list of people to be a […] The post What is Binary Heap? Types, Application, Use Cases & More appeared first on Analytics Vidhya.

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On the Catastrophic Risk of AI

Hacker News

Earlier this week, I signed on to a short group statement , coordinated by the Center for AI Safety: Mitigating the risk of extinction from AI should be a global priority alongside other societal-scale risks such as pandemics and nuclear war. The press coverage has been extensive, and surprising to me. The New York Times headline is “A.I. Poses ‘Risk of Extinction,’ Industry Leaders Warn.” BBC : “Artificial intelligence could lead to extinction, experts warn.”

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AgentGPT: Autonomous AI Agents in your Browser

KDnuggets

Give your AI agent a name and goal, and watch it accomplish the assigned objective.

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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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Robustness in Multimodal Learning under Train-Test Modality Mismatch

Machine Learning Research at Apple

Multimodal learning is defined as learning over multiple heterogeneous input modalities such as video, audio, and text. In this work, we are concerned with understanding how models behave as the type of modalities differ between training and deployment, a situation that naturally arises in many applications of multimodal learning to hardware platforms.

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15 Top AI Tools for Architects and Designers

Flipboard

Across the industry, architects are embracing a new partner in their creative pursuits: artificial intelligence. Once plagued by repetition and monotony, the architectural workforce finds itself on the cusp of a digital revolution where bits and bytes hold the key to automation and once unimaginable possibilities. The AI revolution is not knocking at our door; it has already stepped in, taken off its hat, and is ready to get to work.

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The Black Dandy of Buenos Aires

Hacker News

A mysterious staple of Buenos Aires nightlife in the 1910s and 20s, Raúl Grigera was an audacious Afro-Argentine dandy, an eccentric bohemian icon, a man who called himself el murciélago (the bat). Paulina L. Alberto examines the racial stories told by photographs, comic strips, and newspaper articles about a person many knew only as “el negro Raúl”, searching for the life behind the legend.

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STAT+: Tempus launches an AI ‘assistant’ for thousands of oncologists

Flipboard

Tempus, a company that combines DNA sequencing for cancer with artificial intelligence, said Thursday that it is launching a voice-and-text assistant called Tempus One that will give physicians much easier access to patient data. The AI assistant is being launched ahead of the annual meeting of the American Society of Clinical Oncology in Chicago. Eric Lefkofsky, Tempus’ founder and CEO, told STAT Tempus will be rolling the product, called Tempus One, out to the 6,000 doctors that prescri

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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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When photography “produces something other than photographs”

Hacker News

Chatting with the artist about the role that the digital can play to both preserve and exploit cultural heritage, deliberately training the data of an AI device in order to imbue it with underrepre…

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They Plugged GPT-4 Into Minecraft—and Unearthed New Potential for AI

Flipboard

The bot plays the video game by tapping the text generator to pick up new skills, suggesting that the tech behind ChatGPT could automate many workplace tasks.

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Industry docs reveal makers of 'forever chemicals' covered up health dangers

Hacker News

The chemical industry took a page out of the tobacco playbook when they discovered and suppressed their knowledge of health harms caused by exposure to PFAS (per- and polyfluoroalkyl substances), according to an analysis of previously secret industry documents by UC San Francisco (UCSF) researchers.

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AI technology catches cancer before symptoms with Ezra, a full-body MRI scanner

Flipboard

Meet Ezra, the full-body cancer screener that just might save your life. Combining MRI imaging technology with artificial intelligence, Ezra scans for possible cancer in the human body in up to 13 organs.

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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.