Mon.Apr 22, 2024

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What AI Could, Should, and Would Do

insideBIGDATA

In this contributed article, Dr. Chirag Shah, professor in the Information School at the University of Washington, highlights how we are at a crossroads in our relationship with AI where what we choose now can have a huge impact on the future of AI and that of humanity. So the question is -- how do we make good choices? Let’s start by examining two extreme visions of AI.

AI 397
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5 Free Stanford University Courses to Learn Data Science

KDnuggets

Are you an aspiring data scientist? If so, these free data science courses from Stanford will help you move forward in your data science journey!

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Language Translation Using LSTM

Analytics Vidhya

Introduction In natural language processing (NLP), it is important to understand and effectively process sequential data. Long Short-Term Memory (LSTM) models have emerged as a powerful tool for tackling this challenge. They offer the capability to capture both short-term nuances and long-term dependencies within sequences. Before delving into the intricacies of LSTM language translation models, […] The post Language Translation Using LSTM appeared first on Analytics Vidhya.

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How to Standout and Safeguard Your Job in the Generative AI Era

KDnuggets

The secret recipe to excel in your career in AI.

AI 324
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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?

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How to Run Llama 3 Locally?

Analytics Vidhya

Introduction Discover the latest milestone in AI language models with Meta’s Llama 3 family. From advancements like increased vocabulary sizes to practical implementations using open-source tools, this article dives into the technical details and benchmarks of Llama 3. Learn how to deploy and run these models locally, unlocking their potential within consumer hardware.

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Semantic Search with Vector Databases

KDnuggets

Leverage the latest technology to improve our search engine capabilities.

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More Trending

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The Solution to Data in Motion Is to Just Stop

insideBIGDATA

In this contributed article, Sida Shen, product marketing manager, CelerData, discusses how data lakehouse architectures promise the combined strengths of data lakes and data warehouses, but one question arises: why do we still find the need to transfer data from these lakehouses to proprietary data warehouses? In this article, we'll explore how to maximize the efficiency of lakehouses, eliminate data in motion, and streamline data management processes.

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Best Online Microsoft Azure Certification

Analytics Vidhya

Introduction Looking to boost your career in cloud computing? Microsoft Azure certifications are the way to go! In today’s digital era, businesses are rapidly adopting cloud solutions, and Azure is at the forefront of this transformation. Whether you’re a seasoned IT professional or just starting out, getting certified in Azure can open up a world […] The post Best Online Microsoft Azure Certification appeared first on Analytics Vidhya.

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The LLM context window paradox: Is bigger always better?

Data Science Dojo

Large language models (LLMs) are trained on massive textual data to generate creative and contextually relevant content. Since enterprises are utilizing LLMs to handle information effectively, they must understand the structure behind these powerful tools and the challenges associated with them. One such component worthy of attention is the llm context window.

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Google’s TransformerFAM: A Breakthrough in Long-Context Processing

Analytics Vidhya

Google researchers have unveiled TransformerFAM, a novel architecture set to revolutionize long-context processing in large language models (LLMs). By integrating a feedback loop mechanism, TransformerFAM promises to enhance the network’s ability to handle infinitely long sequences. This addresses the limitations posed by quadratic attention complexity.

Analytics 319
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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Why African tech companies are ditching Google for a small Indian competitor

Hacker News

Zoho Workplace has positioned itself as a cheaper alternative to Google Workspace, attracting the attention of African startup founders.

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Let the Prompt Battle Begin #11

Analytics Vidhya

Are you ready to fuel your creativity? Join our Prompt Battle! Share your prompts and let’s create magic together. Whether you’re a seasoned creator or just starting out, this is your chance to shine. Drop yourprompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give us […] The post Let the Prompt Battle Begin #11 appeared first on Analytics Vidhya.

Analytics 319
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NASA's Voyager 1 Resumes Sending Engineering Updates to Earth

Hacker News

After some inventive sleuthing, the mission team can — for the first time in five months — check the health and status of the most distant human-made object in existence.

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Free Course on Business Analytics

Analytics Vidhya

Introduction In the data-driven world of today, understanding business analytics is like having a supermachine in your professional toolbox. It involves more than just crunching numbers — it involves uncovering insights that can change the game and propel success. That’s why business analysts are in high demand. But the question is “How to become a […] The post Free Course on Business Analytics appeared first on Analytics Vidhya.

Analytics 318
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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Ex-Amazon exec claims she was asked to ignore copyright law in race to AI

Hacker News

High-flying AI scientist claims unfair dismissal following pregnancy leave

AI 182
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Exploring Vanishing and Exploding Gradients in Neural Networks

Analytics Vidhya

Introduction Deep learning is a fascinating field that explores the mysteries of gradients and their impact on neural networks. This journey delves into the depth of gradient descent, activation function anomalies, and weight initialization. Solutions like ReLU activation and gradient clipping promise to revolutionize deep learning, unlocking secrets for training success.

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After Months of Gibberish, Voyager 1 Is Communicating Well Again

Hacker News

NASA scientists spent months coaxing the 46-year-old Voyager 1 spacecraft back into healthy communication

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Salary Trends in GenAI – One of the Lucrative Jobs in the 21st Century

Analytics Vidhya

Introduction The birth of AI in the 1950s, its maturation in the 1960s, and the boom in the 1980s have resulted in today’s GenAI era—a generation witnessing the culmination of decades of innovation, laying the foundation for unprecedented advancements in technology, society, and beyond. GenAI, a subset of artificial intelligence, is known for increased efficiency, […] The post Salary Trends in GenAI – One of the Lucrative Jobs in the 21st Century appeared first on Analytics Vidhya.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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North Korean animation outsourcing for Amazon, HBO Max series

Hacker News

A misconfigured North Korean Internet cloud server has provided a fascinating glance into the world of North Korean animation outsourcing…

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Microsoft’s New AI Model Made Mona Lisa Sing!

Analytics Vidhya

Microsoft has recently introduced VASA-1, an innovative AI model that breathes life into still images by animating them with lifelike talking faces. A demo video created using this model, showing Mona Lisa rapping, has gone viral, sparking excitement among the masses. However, this new technology has also raised concerns due to its potential applications and […] The post Microsoft’s New AI Model Made Mona Lisa Sing!

AI 305
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Equinox.space

Hacker News

Embark on an interactive story among the stars

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Microsoft’s VASA-1 Makes Fake Look Like Real

Analytics Vidhya

Introduction In multimedia and communication, the human face is not just a visage but a dynamic canvas, where every subtle movement and expression can articulate emotions, convey unspoken messages, and foster empathetic connections. VASA-1, the premiere model introduced in this work, is a framework for generating realistic talking faces with appealing visual affective skills (VAS) […] The post Microsoft’s VASA-1 Makes Fake Look Like Real appeared first on Analytics Vidhya.

Analytics 244
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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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It's the End of the Web as We Know It

Hacker News

A great public resource is at risk of being destroyed.

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The executive’s guide to generative AI for sustainability

AWS Machine Learning Blog

Organizations are facing ever-increasing requirements for sustainability goals alongside environmental, social, and governance (ESG) practices. A Gartner, Inc. survey revealed that 87 percent of business leaders expect to increase their organization’s investment in sustainability over the next years. This post serves as a starting point for any executive seeking to navigate the intersection of generative artificial intelligence (generative AI) and sustainability.

AI 138
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How Amazon Became the Largest Private EV Charging Operator in the US

Hacker News

To install 17,000 delivery van chargers at 120 warehouses, the company had to be flexible, patient and spend a lot of money.

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Israel uses Iron Dome as defense against rockets

FlowingData

Using a series of graphics, Reuters explains Israel’s defense against rockets, also known as Iron Dome. A key part of Iron Dome is its control system’s ability to discern what incoming targets pose a threat. If an adversary’s rocket will land harmlessly – in an unpopulated area or in the sea, for instance – it will not be intercepted.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Apple acquires French startup behind AI and computer vision technology

Hacker News

Apple has reportedly acquired Datakalab, a Paris, France-based startup specializing in artificial intelligence compression and computer vision technology. According to.

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Integrate HyperPod clusters with Active Directory for seamless multi-user login

AWS Machine Learning Blog

Amazon SageMaker HyperPod is purpose-built to accelerate foundation model (FM) training, removing the undifferentiated heavy lifting involved in managing and optimizing a large training compute cluster. With SageMaker HyperPod, you can train FMs for weeks and months without disruption. Typically, HyperPod clusters are used by multiple users: machine learning (ML) researchers, software engineers, data scientists, and cluster administrators.

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Fifty Years of the Personal Computer Operating System

Hacker News

Fifty years ago, PC software pioneer Gary Kildall demonstrated CP/M, the first commercially successful personal computer operating system.

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Use the moment-ratio diagram to visualize the sampling distribution of skewness and kurtosis

SAS Software

The moment-ratio diagram is a tool that is useful when choosing a distribution that models a sample of univariate data. As I show in my book (Simulating Data with SAS, Wicklin, 2013), you first plot the skewness and kurtosis of the sample on the moment-ratio diagram to see what common [.] The post Use the moment-ratio diagram to visualize the sampling distribution of skewness and kurtosis appeared first on SAS Blogs.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.