Mon.Apr 15, 2024

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ColBERT – Improve Retrieval Performance with Token Level Vector Embeddings

Analytics Vidhya

Introduction Retrieval Augmented-Generation (RAG) has taken the world by Storm ever since its inception. RAG is what is necessary for the Large Language Models (LLMs) to provide or generate accurate and factual answers. We solve the factuality of LLMs by RAG, where we try to give the LLM a context that is contextually similar to […] The post ColBERT – Improve Retrieval Performance with Token Level Vector Embeddings appeared first on Analytics Vidhya.

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5 Free Courses to Master Math for Data Science

KDnuggets

Want to learn math for data science? Check out these three courses to learn linear algebra, calculus, statistics, and more.

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Gemini 1.5 Pro Goes Global with Powerful New Features

Analytics Vidhya

Introduction Google AI’s powerhouse language model, Gemini 1.5 Pro, has taken a significant step forward with its public preview release. Now accessible in over 180 countries via the Gemini API, this update boasts new features designed to empower developers and redefine human-computer interaction. This article digs deep into Gemini 1.5 Pro’s exciting new capabilities, accompanied […] The post Gemini 1.5 Pro Goes Global with Powerful New Features appeared first on Analytics Vidh

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Master prompt engineering: Proven strategies and hands-on examples

Data Science Dojo

In the not-so-distant future, generative AI is poised to become as essential as the internet itself. This groundbreaking technology vows to transform our society by automating complex tasks within seconds. It also raises the need for you to master prompt engineering. Let’s explore how. Harnessing generative AI’s potential requires mastering the art of communication with it.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Understanding Overfitting in ConvNets

Analytics Vidhya

Introduction Overfitting in ConvNets is a challenge in deep learning and neural networks, where a model learns too much from training data, leading to poor performance on new data. This phenomenon is especially prevalent in complex neural architectures, which can model intricate relationships. Addressing overfitting in convnet is crucial for building reliable neural network models. […] The post Understanding Overfitting in ConvNets appeared first on Analytics Vidhya.

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Why the Modern Data Stack is Broken and How to Fix It

insideBIGDATA

In this contributed article, Stavros Papadopoulos, Founder and CEO, TileDB, discusses how we are quickly reaching a threshold where the vulnerabilities of the modern data stack are starting to outweigh its advantages. Here’s what we need to do next.

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Why Accelerating Data Engineering Across Public Clouds and Private Data Centers is a Game Changer

insideBIGDATA

In this contributed article, Rob Gibbon, Product Manager at Canonical, suggests that data engineers typically know what they need to get done. The problem is that their environment doesn't always make it easy. If you're working on premise, it can be hard to get data-intensive solutions off the ground quickly. However, cloud solutions come with lock-in and unpredictable pricing.

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5 MIND-BLOWING AI Tools that Feel Illegal to Know

Analytics Vidhya

Introduction In today’s rapidly evolving digital landscape, it’s almost impossible not to have come across groundbreaking tools that have significantly changed how we approach tasks and solve problems. From ChatGPT, which helps in copywriting, data analysis, and summarizing complex research papers, to Midjourney for generating high-definition images with a single prompt, and GitHub Copilot for […] The post 5 MIND-BLOWING AI Tools that Feel Illegal to Know appeared first on Anal

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Geospatial Data Analysis with Geemap

KDnuggets

A Python library for creating interactive maps with Google Earth Engine and ipyleaflet.

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Let the Prompt Battle Begin #6

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 your prompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give […] The post Let the Prompt Battle Begin #6 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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Unlocking the Power of Cloud Analytics: A Glimpse into Intel's Data Revolution

databricks

Are you ready to discover how one of the world's leading tech giants is transforming its data analytics to stay ahead of the.

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Mastering Graph Neural Networks From Graphs to Insights

Analytics Vidhya

Introduction Mastering Graph Neural Networks is an important tool for processing and learning from graph-structured data. This creative method has transformed a number of fields, including drug development, recommendation systems, social network analysis, and more. Before diving into the fundamentals and GNN implementation, it’s essential to understand the fundamental concepts of graphs, including nodes, vertices, […] The post Mastering Graph Neural Networks From Graphs to Insights a

Analytics 292
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The US Government Has a Microsoft Problem

Hacker News

Microsoft has stumbled through a series of major cybersecurity failures over the past few years. Experts say the US government’s reliance on its systems means the company continues to get a free pass.

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Enhancing Ship Classification with CNNs and Transfer Learning

Analytics Vidhya

Introduction Welcome to an in-depth exploration of ship classification using Convolutional Neural Networks (CNNs) with the Analytics Vidhya hackathon dataset. CNNs are a cornerstone of image-related tasks, known for their ability to learn hierarchical representations of images. In this project, we dive into understanding the power of CNNs to classify ships based on their visual […] The post Enhancing Ship Classification with CNNs and Transfer Learning appeared first on Analytics Vidhya.

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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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A curious phenomenon called 'Etak'

Hacker News

The Map Happenings series on the hugely impactful events that forever changed our world. This week: the story of a little known company called 'Etak' I think you'll find it a fascinating read.

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Elon Musk’s xAI Launches Preview of Grok-1.5V Multimodal Model

Analytics Vidhya

Elon Musk’s xAI recently showcased a preview of its multimodal AI model Grok-1.5V, which looks quite promising. This innovative new AI model bridges the gap between textual and visual understanding, marking a significant milestone in artificial intelligence (AI). Also Read: OpenAI and Meta Set to Launch New AI Models with Reasoning Capabilities Grok-1.5V: Redefining Multimodal […] The post Elon Musk’s xAI Launches Preview of Grok-1.5V Multimodal Model appeared first on Analytic

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Citizenship Privilege Harms Science

Hacker News

Researchers from the global south face often-distressing immigration bureaucracy that most from the global north do not. Six steps can begin to counteract this inequity. Researchers from the global south face often-distressing immigration bureaucracy that most from the global north do not. Six steps can begin to counteract this inequity.

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Hindsight PRIORs for Reward Learning from Human Preferences

Machine Learning Research at Apple

Preference based Reinforcement Learning (PbRL) has shown great promise in learning from human preference binary feedback on agent's trajectory behaviors, where one of the major goals is to reduce the number of queried human feedback. While the binary labels are a direct comment on the goodness of a trajectory behavior, there is still a need for resolving credit assignment especially in limited feedback.

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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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Getting the Grid to Net Zero

Hacker News

An emerging technology, grid-forming inverters, are letting utilities install more renewable energy facilities, such as solar photovoltaics and wind turbines. The inverters are often connected to utility-scale battery systems at solar-plus-storage facilities.

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Level Up with DataCamp’s New Azure Certification

KDnuggets

Enhance your data profession by learning Azure, a high-demand skill and expertise.

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Object that slammed into Florida home was space junk for ISS, NASA confirms

Hacker News

The small object that crashed through the roof of a Florida home last month was indeed part of a pallet jettisoned from the ISS three years ago, NASA has confirmed.

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Apple’s privacy bet on iOS 18: Local processing

Dataconomy

Apple’s upcoming iOS 18 AI enhancements are likely to predominantly utilize local processing capabilities to prioritize user privacy and data security. Google and Samsung have been actively embedding AI technology into their top-tier smartphones, and Apple is set to join this trend with its upcoming iOS 18 launch. According to a report by Bloomberg’s Mark Gurman , Apple plans to operate its AI features directly on the device, bypassing the need for cloud processing.

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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.

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Phone conversations with law enforcement can be recorded without their consent

Hacker News

The court's decision – involving a citizen who accused the Citrus County Sheriff's Office of misconduct – is the latest to provide new mechanisms for civilian oversight of law enforcement

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Older Samsung phones will welcome Galaxy AI with One UI 6.1 update

Dataconomy

Samsung recently announced that its Galaxy AI features will be available on its flagship smartphones from 2021 and 2022, with these devices set to receive the One UI 6.1 update starting in May. “Our goal with Galaxy AI is not only to pioneer a new era of mobile AI but also to empower users by making AI more accessible. This is only the beginning of Galaxy AI, as we plan to bring the experience to over 100 million Galaxy users within 2024 and continue to innovate ways to harness the unlimited pos

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Apple's APFS Migration: A Feat of Engineering

Hacker News

Whenever I talk with programmer friends about Apple I try to sneak the following story in. Usually I start with “did you know that Apple…?” and end by leaning back in the chair, my index finger pointing at the table, and me saying “… now that’s engineering.

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Medium won’t pay for “AI partners”

Dataconomy

Medium has announced that starting May 1, 2024, AI-generated content will no longer be eligible for its paid Partner program. The platform will remove such content from behind paywalls and authors may risk expulsion from the monetization scheme. Medium bans AI usage on its Partner Program “We are writing to notify you of policy updates that may impact your participation in the Medium Partner Program,” Medium stated in an email shared by Jonathan Gillham:, Google and Medium have both

AI 103
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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T-Mobile employees across the country receive cash offers to illegally swap SIMs

Hacker News

T-Mobile employees, both third-party and corporate, are receiving cash offers via text to complete SIM swaps for criminals.

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Exploring the untapped benefits of speech analytics in call centers

Dataconomy

Analysis of calls and quality control of interactions are among the main components of any call center’s operation, regardless of whether these are sales departments, user support services, or hotlines. But anyone who has dealt with this in real conditions often faces a choice between two options — to spend a massive amount of effort, resources, and time listening to and analyzing each call or to select only some of them, sometimes missing important details and aspects.

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Nathan Tolbert pushes the limitations of new games on old consoles

Hacker News

Nathan Tolbert is a lead research software engineer at the National Center for Supercomputing Applications (NCSA) at the University of Illinois, and for the past 15 years he has also been developing indie games in.

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4 ways generative AI addresses manufacturing challenges

IBM Journey to AI blog

The manufacturing industry is in an unenviable position. Facing a constant onslaught of cost pressures, supply chain volatility and disruptive technologies like 3D printing and IoT. The industry must continually optimize process, improve efficiency, and improve overall equipment effectiveness. At the same time, there is this huge sustainability and energy transition wave.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.