Mon.May 13, 2024

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10 Free Must-Take Data Science Courses to Get Started

KDnuggets

Want to start your data science journey? Then, let these courses guide you on that trip.

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The Omniscient GPT-4o + ChatGPT is HERE!

Analytics Vidhya

Introduction Sam Altman said something big was loading, and now it is here…GPT-4o is out, and everyone is stunned by its Capabilities!!! I would say – It is ABSOLUTELY wild and What a time to be Alive. OpenAI’s flagship model often sparks excitement and speculation. The latest AI community sensation is the GPT-4o, OpenAI’s brainchild. […] The post The Omniscient GPT-4o + ChatGPT is HERE!

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All About the AI Regulatory Landscape

KDnuggets

This post explores the evolving AI regulatory landscape and essential aspects of the EU Act law, crucial for understanding its impact.

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GPT-4o: Free GPT-4 for All Unveiled in OpenAI’s Spring Update

Analytics Vidhya

OpenAI’s Spring Update event is abuzz with excitement as Chief Technology Officer Mira Murati revealed three new updates. Firstly, she announced the much-awaited GPT-4o, promising enhanced text, visual, and audio capabilities to ChatGPT. The second update revealed a desktop version of the model with an improved UI/UX design. Saving the best part for the end, […] The post GPT-4o: Free GPT-4 for All Unveiled in OpenAI’s Spring Update 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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LSTMs Rise Again: Extended-LSTM Models Challenge the Transformer Superiority

KDnuggets

Can LSTMs become the de facto standard for Language Modeling tasks once again?

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How to Easily Learn Any Language Using AI

Analytics Vidhya

Introduction Language learning platforms have comprehensively transformed the learning environment over the past few years. This has been possible because of the latest AI technology. The old days of strict classrooms and textbooks that remained the same are over. Students now have the opportunity to participate in dynamic and individualized language learning experiences designed for […] The post How to Easily Learn Any Language Using AI appeared first on Analytics Vidhya.

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More Trending

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Create Your Own GPT-4 Powered AI Chatbot Using Watermelon AI

Analytics Vidhya

Introduction The digital age is a new era that has changed how customer service works. Organizations increasingly see great importance in providing outstanding customer service to convert casual customers into loyal clients and for their prosperity and sustenance. And here comes a new contender, Watermelon AI. This AI tool was introduced within this competitive market […] The post Create Your Own GPT-4 Powered AI Chatbot Using Watermelon AI appeared first on Analytics Vidhya.

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Book Excerpt: Data, Technology, and Algorithms

insideBIGDATA

The following book excerpt is by Cristina Alaimo and Jannis Kallinikos, leading scholars working at the intersection of information systems and organizational studies and co-authors of DATA RULES: Reinventing the Market Economy (MIT Press; June 4, 2024).

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A Comprehensive Guide on i-Transformer

Analytics Vidhya

Introduction Transformers have revolutionized various domains of machine learning, notably in natural language processing (NLP) and computer vision. Their ability to capture long-range dependencies and handle sequential data effectively has made them a staple in every AI researcher and practitioner’s toolbox. However, the traditional Transformer architecture has limitations when it comes to specific types of […] The post A Comprehensive Guide on i-Transformer appeared first on Analyt

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FDA: Do Not Use Cue Health's Covid-19 Tests Due to Risk of False Results

Hacker News

The FDA issues alert about risk of false results with Cue Health’s COVID-19 Tests due to modifications made without FDA authorization that have a strong likelihood to impact performance.

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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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MaxAI.me: Leverage GPT-4, Claude 3, Gemini 1.5 in Just 1-Click

Analytics Vidhya

Introduction What if I tell you there is a best AI app to skyrocket your productivity for free? It will be great, right? MixAI.me is at your service. The best thing is – You can use this ChatGPT, Claude 3, Gemini 1.5, and GPT-4 powered app in just one click. The only generative AI extension […] The post MaxAI.me: Leverage GPT-4, Claude 3, Gemini 1.5 in Just 1-Click appeared first on Analytics Vidhya.

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Google accidentally deleted a $125B pension fund's account

Hacker News

About half a million customers of the Australian fund UniSuper were locked out of their accounts for a week

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Why Learn Python? 15 Reasons to Learn Python in 2024

Analytics Vidhya

Introduction Acquiring a programming language is a crucial step towards a better future, with Python being a top choice due to its flexibility, power, and accessibility. Python is used in various fields like website development, machine learning, and data analysis. Studying Python offers numerous opportunities in a rapidly changing technology field.

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Good, Kind, Caring People Became the Bad Guys

Hacker News

An unfortunate psychological trait.

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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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28 Websites to Find Datasets for your Projects

Analytics Vidhya

Whether you’re a student exploring new concepts or a seasoned professional, there’s an undeniable truth we all stumble upon: the importance of quality data. We’ve all heard the saying, “garbage in, garbage out,” and it’s a reminder that our projects are only as good as the data we feed them. Seeking robust and relevant datasets […] The post 28 Websites to Find Datasets for your Projects appeared first on Analytics Vidhya.

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2.4M person study: Internet use boosts, not hurts, well being

Hacker News

A survey of more than 2.4 million people finds that being online can have a positive effect on welfare. A survey of more than 2.4 million people finds that being online can have a positive effect on welfare.

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Apple might deploy M2 Ultra chips on cloud servers

Dataconomy

Apple is initiating its venture into generative AI by first processing intricate queries using M2 Ultra chips within data centers, with a future strategy to upgrade to the more sophisticated M4 chips. Recently, Tim Cook hinted at Apple’s generative AI during an investor call. According to Bloomberg , Apple aims to deploy the M2 Ultra chips on cloud servers for intricate AI tasks, while simpler operations will be managed locally on devices.

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The USDA's gardening zones shifted, this map shows you what's changed

Hacker News

There's a good chance your zone shifted when the USDA updated its plant hardiness map in 2023. Zoom in on what that means for your garden.

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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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KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation

Machine Learning Research at Apple

Large Language Model or LLM inference has two phases, the prompt (or prefill) phase to output the first token and the extension (or decoding) phase to the generate subsequent tokens. In this work, we propose an efficient parallelization scheme, KV-Runahead to accelerate the prompt phase. The key observation is that the extension phase generates tokens faster than the prompt phase because of key-value cache (KV-cache).

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The Cult of the Haskell Programmer

Hacker News

It’s spooky. It’s esoteric. It’s also the key to understanding the rise and relevance of functional programming.

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pfl-research: Simulation Framework for Accelerating Research in Private Federated Learning

Machine Learning Research at Apple

Federated Learning (FL) is an emerging ML training paradigm where clients own their data and collaborate to train a global model without revealing any data to the server and other participants. Researchers commonly perform experiments in a simulation environment to quickly iterate on ideas. However, existing open-source tools do not offer the efficiency required to simulate FL on larger and more realistic FL datasets.

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Solar storms are disrupting farmer GPS systems

Hacker News

Automated farm equipment relies heavily on GPS.

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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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GPT-4o is introduced here’s 5 very cool use cases

Dataconomy

OpenAI announced the launch of its most recent advancement in artificial intelligence, a sophisticated large language model named GPT-4o. This model represents an evolution of the prior GPT-4 version, which was released just over a year ago. Notably, the new model will be accessible at no cost, granting the public access to some of OpenAI’s most cutting-edge technologies through ChatGPT.

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The creator of 'Magic: The Gathering' knows where it all went wrong

Hacker News

When they were still in arts school in Seattle in the early 1990s, Jesper Myrfors and Sandra Everingham would sometimes look for inspiration by exploring Fort Worden, an abandoned 19th-century military base at the entrance of the Puget Sound. To them, it felt like a dwarven ruin.

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Evaluation of generative AI techniques for clinical report summarization

AWS Machine Learning Blog

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. Since then, Amazon Web Services (AWS) has introduced new services such as Amazon Bedrock. This is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon throu

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OpenAI launches new AI model and desktop version of ChatGPT

Hacker News

OpenAI on Monday introduced a new AI model and a desktop version of ChatGPT, its popular chatbot.

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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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Genetic algorithm car race thingy

FlowingData

From the oldie-but-goodie department, this fun program uses a genetic algorithm to drive car thingies across a bumpy terrain. Change parameters. Watch the cars go. See how far the winner travels before crashing. The code is available on GitHub. In case you’re unfamiliar, a genetic algorithm creates mutations in a population of objects or systems.

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How Did Authorities Identify the Alleged Lockbit Boss?

Hacker News

Last week, the United States joined the U.K. and Australia in sanctioning and charging a Russian man named Dmitry Yuryevich Khoroshev as the leader of the infamous LockBit ransomware group. LockBit’s leader “ LockBitSupp ” claims the feds named the wrong guy, saying the charges don’t explain how they connected him to Khoroshev.

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Database replication for global businesses: Achieving data consistency across distributed environments

Dataconomy

In today’s interconnected world, global businesses operate across geographical boundaries, necessitating the storage and management of critical data across multiple data centers, often spanning continents. However, ensuring data consistency – the accuracy and uniformity of data across all locations – becomes a significant challenge in distributed environments.

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YouTube's secret weapon to win the TV streaming wars: Its top creators

Hacker News

As YouTube hits one year atop the Nielsen Gauge charts, some of its top creators weigh in on why the platform has become bigger than Netflix on TV sets.

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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?