Sat.Apr 06, 2024 - Fri.Apr 12, 2024

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Vision Language Models: Introducing the new tiny VLM Moondream 2

Data Science Dojo

While language models in generative AI focus on textual data, vision language models (VLMs) bridge the gap between textual and visual data. Before we explore Moondream 2, let’s understand VLMs better. Understanding vision language models VLMs combine computer vision (CV) and natural language processing (NLP), enabling them to understand and connect visual information with textual data.

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Elon Musk Predicts AI will be Smarter than Humans by Next Year

Analytics Vidhya

Elon Musk has been making headlines again! During a recent interview on X Spaces (his platform for discussing all things space and beyond), the he dropped a prediction about Artificial General Intelligence (AGI). Musk claims AGI could be surpassing human intelligence within the next two years! Master of Making Bold Statements Musk has a history […] The post Elon Musk Predicts AI will be Smarter than Humans by Next Year appeared first on Analytics Vidhya.

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10 GitHub Repositories to Master Python

KDnuggets

Learn Python through tutorials, blogs, books, project work, and exercises. Access all of it on GitHub for free and join a supportive open-source community.

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Bringing MegaBlocks to Databricks

databricks

At Databricks, we’re committed to building the most efficient and performant training tools for large-scale AI models. With the recent release of DBRX.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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How Much Is That Kubernetes In The Workflow?

Adrian Bridgwater for Forbes

A joint CloudBolt & StormForge solution enables FinOps cloud cost practitioners to harness container cost visibility and optimization to maximize cloud ROI.

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Magna Teams Up with Sanctuary AI to Introduce Humanoid Robots into Manufacturing

Analytics Vidhya

Magna, teams up with Sanctuary AI to introduce humanoid robots into their manufacturing process. The post Magna Teams Up with Sanctuary AI to Introduce Humanoid Robots into Manufacturing appeared first on Analytics Vidhya.

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How effective data backup strategies can combat cyber threats?

Dataconomy

Backing up data involves making duplicates of information to safeguard it from loss or harm, encompassing various forms like documents, images, audio files, videos, and databases. Undoubtedly, emphasizing the significance of dependable backups is crucial; they safeguard irreplaceable data and mitigate substantial downtime stemming from cyber threats or unforeseen calamities.

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House Votes to Extend—and Expand—a Major US Spy Program

Hacker News

US House of Representatives voted on Friday to extend the Section 702 spy program. It passed without an amendment that would have required the FBI to obtain a warrant to access Americans' information.

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Implementing CI/CD with Jenkins for Flask Application Deployment

Analytics Vidhya

Introduction As AI technologies continue to grow and the software development landscape constantly changes, it is critical that software be developed quickly, reliably, and of high quality. In order to satisfy these requirements, continuous integration (CI) and continuous deployment (CD), have become critical methods. While CD automates the deployment process, CI automates the integration and […] The post Implementing CI/CD with Jenkins for Flask Application Deployment appeared first on An

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Visualize This, Second Edition: Updating a Visualization Guide for My Past Self

FlowingData

A decade and a half ago, I wrote the first edition of Visualize This as a how-to guide to my past self. It was for someone who was familiar with visualization but was stuck on the part where it’s time to make and design charts with your own data. What tools should you use? How do you use them? How do you get from rough sketch to finished graphic?

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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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Knowledge Bases for Amazon Bedrock now supports custom prompts for the RetrieveAndGenerate API and configuration of the maximum number of retrieved results

AWS Machine Learning Blog

With Knowledge Bases for Amazon Bedrock , you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for Retrieval Augmented Generation (RAG). Access to additional data helps the model generate more relevant, context-specific, and accurate responses without retraining the FMs. In this post, we discuss two new features of Knowledge Bases for Amazon Bedrock specific to the RetrieveAndGenerate API: configuring the maximum number of results and creating custom prompts wi

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Apple alerts users in 92 nations to mercenary spyware attacks

Hacker News

Apple sent threat notifications to iPhone users in 92 countries on Wednesday, warning them that they may have been targeted by mercenary spyware attacks. The company said it sent the alerts to individuals in 92 nations at 12 p.m. Pacific Time Wednesday.

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Alternative of Midjourney is here, Meet Imagen 2

Analytics Vidhya

Introduction Which AI tool do you use to generate images? Is it MidJourney? What if I tell you there is a better alternative to it? Recently, Google launched Imagen 2, boasting the most advanced text-to-image diffusion technology. This innovative tool produces high-quality outputs closely aligned with the user’s prompts. Unlike traditional methods, Imagen 2 leverages […] The post Alternative of Midjourney is here, Meet Imagen 2 appeared first on Analytics Vidhya.

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Building an End-to-End Machine Learning Project to Reduce Delays in Aggressive Cancer Care.

Towards AI

Author(s): Juliusnyambok Originally published on Towards AI. Building an End-to-End Machine Learning Project to Reduce Delays in Aggressive Cancer Care. After years of battling over control of the TV (sparked by my sister’s questionable obsession with true crime), my sister, the brilliant pharmacist Miss Nyambok Cynthia, and I decided to put our eternal sibling rivalry to good use.

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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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Knowledge Bases for Amazon Bedrock now supports metadata filtering to improve retrieval accuracy

AWS Machine Learning Blog

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With Knowledge Bases for Amazon Bedrock, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data using a fully managed Retrieval Augmented Generation (RAG) model. For RAG-based applications, the accuracy of the generated responses from FMs depend on the context provided to the model.

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Spectrum of Covid-19: From Asymptomatic Organ Damage to Long Covid Syndrome

Hacker News

Introduction Symptomatic Long COVID affects 10-30% of the COVID-19-infected population depending on what symptoms are measured. (1-3) Organ damage might affect over 50% of post-COVID-19 individuals (4-6) and perhaps more in adolescents and children. (7) As COVID-19 continues to transmit across the world, the consequences of the pandemic are becoming clearer.

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AI Luminary Andrew Ng Joins Amazon’s Board

Analytics Vidhya

Amazon has appointed Andrew Ng, a prominent figure in artificial intelligence (AI), to its board. This signals the escalating competition among tech giants in the field of generative AI (GenAI). Ng comes with great expertise in the field, honed through his roles at Google and Baidu. His addition to the board looks promising as Amazon […] The post AI Luminary Andrew Ng Joins Amazon’s Board appeared first on Analytics Vidhya.

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Deploy MLflow Server on Amazon EC2 Instance

Towards AI

Last Updated on April 11, 2024 by Editorial Team Author(s): ronilpatil Originally published on Towards AI. Image by Author Hi folks! Ready to take your model deployment game to the next level? Let’s dive into setting up an MLflow Server on an EC2 instance! I’ll explain the steps to configure Amazon S3 bucket to store the artifacts, Amazon RDS (Postgres & Mysql) to store metadata, and EC2 instance to host the mlflow server.

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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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Airbnb occupancy along the eclipse path

FlowingData

Maybe you heard there’s a total eclipse happening today. AirDNA mapped Airbnb occupancy rates over the week. There might be a pattern. The anticipation of the solar eclipse has transformed an otherwise ordinary Monday into a lucrative opportunity for STR hosts located within the path of totality. As of March 25th, occupancy rates for April 7th have soared to an impressive 88% across all listings.

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Adobe Is Buying Videos for $3 per Minute to Build AI Model

Hacker News

Adobe Inc. has begun to procure videos to build its artificial intelligence text-to-video generator, trying to catch up to competitors after OpenAI demonstrated a similar technology.

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Stability AI Unveils Stable Audio 2.0: A Game-Changer in AI-Generated Music

Analytics Vidhya

Stability AI has announced the release of Stable Audio 2.0, marking a significant upgrade to its AI music generation platform. This latest version promises to revolutionize the landscape of AI-generated audio, offering enhanced features and capabilities to artists and musicians worldwide. Let’s explore these new updates in AI-generated music. Also Read: Stability AI Releases Stable […] The post Stability AI Unveils Stable Audio 2.0: A Game-Changer in AI-Generated Music appeared first on An

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Discover The Top 10 Most Used OpenAI GPTs

Towards AI

Last Updated on April 9, 2024 by Editorial Team Author(s): Ahmed Fessi Originally published on Towards AI. In November 2023, almost one year after ChatGPT 3 was released, OpenAI announced GPTs, allowing users to create and publish their own conversational chatbots, customized as per their instructions, and have them available in the OpenAI marketplace.

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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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Cost-effective document classification using the Amazon Titan Multimodal Embeddings Model

AWS Machine Learning Blog

Organizations across industries want to categorize and extract insights from high volumes of documents of different formats. Manually processing these documents to classify and extract information remains expensive, error prone, and difficult to scale. Advances in generative artificial intelligence (AI) have given rise to intelligent document processing (IDP) solutions that can automate the document classification, and create a cost-effective classification layer capable of handling diverse, uns

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Rerank 3: A new foundation model for efficient enterprise search and retrieval

Hacker News

Today, we're introducing our newest foundation model, Rerank 3, purpose built to enhance enterprise search and Retrieval Augmented Generation (RAG) systems. Our model is compatible with any database or search index and can also be plugged into any legacy application with native search capabilities.

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Merging top-down and bottom-up planning approaches

IBM Journey to AI blog

This blog series discusses the complex tasks energy utility companies face as they shift to holistic grid asset management to manage through the energy transition. The first post of this series addressed the challenges of the energy transition with holistic grid asset management. The second post in this series addressed the integrated asset management platform and data exchange that unite business disciplines in different domains in one network.

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Are LLMs Only Good for Chat-Based Solutions? Exploring Beyond Language Tasks

Towards AI

Last Updated on April 11, 2024 by Editorial Team Author(s): Andy Spezzatti Originally published on Towards AI. Beyond Words: LLMs Enhance Data Analysis from Genomics to StrategySource: Image by Nicole Herero on Unsplash Over the past two years, Large Language Models (LLMs) including ChatGPT, Antropic, and Mistral have transformed our engagement with technology.

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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.

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Build knowledge-powered conversational applications using LlamaIndex and Llama 2-Chat

AWS Machine Learning Blog

Unlocking accurate and insightful answers from vast amounts of text is an exciting capability enabled by large language models (LLMs). When building LLM applications, it is often necessary to connect and query external data sources to provide relevant context to the model. One popular approach is using Retrieval Augmented Generation (RAG) to create Q&A systems that comprehend complex information and provide natural responses to queries.

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Why CISA is Warning CISOs About a Breach at Sisense

Hacker News

The U.S. Cybersecurity and Infrastructure Security Agency (CISA) said today it is investigating a breach at business intelligence company Sisense , whose products are designed to allow companies to view the status of multiple third-party online services in a single dashboard. CISA urged all Sisense customers to reset any credentials and secrets that may have been shared with the company, which is the same advice Sisense gave to its customers Wednesday evening.

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The future of application delivery starts with modernization

IBM Journey to AI blog

IDC estimates that 750 million cloud native will be built by 2025. Where and how these applications are deployed will impact time to market and value realization. The reality is that application landscapes are complex, and they challenge enterprises to maintain and modernize existing infrastructure, while delivering new cloud-native features. Three in four executives reported disparate systems in their organizations and that a lack of skills, resources and common operational practices challenge

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The Controversy of AI Greeting Cards

Towards AI

Last Updated on April 11, 2024 by Editorial Team Author(s): GaryGeo Originally published on Towards AI. Today I am taking a slight detour from my usual data analysis, to indulge one of my favorite hobbies — crafting personalized greeting cards, now with a significant boost from Artificial Intelligence. My fascination with creating unique holiday, anniversary, and birthday cards for my family has evolved from handwritten notes to stylized photos to graphic designs.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.