Sat.May 11, 2024 - Fri.May 17, 2024

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Deploying Machine Learning Models at Scale: Strategies for Efficient Production

insideBIGDATA

In this contributed article, freelance writer Ainsley Lawrence briefly explores deploying machine learning models, showing you how to manage multiple models, establish robust monitoring protocols, and efficiently prepare to scale.

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6 Free Courses on MLOps Offered by Google

Analytics Vidhya

Introduction Do you know, that you can automate machine learning (ML) deployments and workflow? Yes, you heard it right. This can be done using Machine Learning Operations (MLOps), which are a set of rules and practices that simplify and automate ML deployments and workflows. Nowadays people are building AI and ML solutions that are solving […] The post 6 Free Courses on MLOps Offered by Google appeared first on Analytics Vidhya.

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5 Free University Courses to Learn Machine Learning

KDnuggets

Want to learn machine learning from the best of resources? Check out these free machine learning courses from the top universities of the world.

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Knocking The Socks Off The FinOps Paradox

Adrian Bridgwater for Forbes

We can now use FinOps to more directly assess (and control) the cost of cloud, but while FinOps adoption is massive, its impact remains elusive.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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 to Crush the Spider Benchmark with Ease on Databricks

databricks

How we reached 79.9% on the Spider dev dataset with Llama3 8B through savvy prompting and fine-tuning on Databricks.

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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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Watermarking AI-generated text and video with SynthID

DeepMind

Announcing our novel watermarking method for AI-generated text and video, and how we’re bringing SynthID to key Google products

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Building Generative AI prompt chaining workflows with human in the loop

AWS Machine Learning Blog

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs). FMs are trained on a broad spectrum of generalized and unlabeled data.

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5 Best AI Chatbots to Increase Sales and Revenue in 2024

Analytics Vidhya

Introduction AI chatbots and assistants are transforming businesses across sectors these days by improving client relations and optimizing operations. They have become an indispensable part of the quickly changing digital sales landscape of 2024. These advanced tools are revolutionizing the way organizations interact with their customers by improving the effectiveness, speed, and quality of communications. […] The post 5 Best AI Chatbots to Increase Sales and Revenue in 2024 appeared first

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The Reign of Alexander III of Macedon, the Great?

Hacker News

This week, in part as a follow-on to our series on the contest between Hellenistic armies and Roman legions, I wanted to take the opportunity to talk about Alexander III, who you almost certainly know as Alexander the Great.

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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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Achieving cloud excellence and efficiency with cloud maturity models

IBM Journey to AI blog

Business leaders worldwide are asking their teams the same question: “Are we using the cloud effectively?” This quandary often comes with an accompanying worry: “Are we spending too much money on cloud computing?” Given the statistics—82% of surveyed respondents in a 2023 Statista study cited managing cloud spend as a significant challenge—it’s a legitimate concern.

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Build a serverless exam generator application from your own lecture content using Amazon Bedrock

AWS Machine Learning Blog

Crafting new questions for exams and quizzes can be tedious and time-consuming for educators. The time required varies based on factors like subject matter, question types, experience level, and class level. Multiple-choice questions require substantial time to generate quality distractors and ensure a single unambiguous answer, and composing effective true-false questions demands careful effort to avoid vagueness and assess deeper understanding.

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The Pre-AGI Era War: Google Astra vs GPT-4o

Analytics Vidhya

Introduction Have you attended the Google I/O 2024 Event? If not, I have something interesting for you – Google shared the future of AI with Google Astra. In the wake of OpenAI’s recent release of GPT-4o, Google I/O brought several updates that set the tech world abuzz. GPT-4o represents a significant leap in AI capabilities, […] The post The Pre-AGI Era War: Google Astra vs GPT-4o appeared first on Analytics Vidhya.

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ChatGPT can talk, but OpenAI employees sure can’t 

Hacker News

Sam Altman (left), CEO of artificial intelligence company OpenAI, and the company’s co-founder and then-chief scientist Ilya Sutskever, speak together at Tel Aviv University in Tel Aviv on June 5, 2023. | Jack Guez/AFP via Getty Images Why is OpenAI’s superintelligence team imploding? On Monday, OpenAI announced exciting new product news: ChatGPT can now talk like a human.

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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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Probability of Success

FlowingData

Imagine that you try to do something and there’s a 20% chance of success. If you try to do the thing six times, what is the probability that you succeed at least once?

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Accelerate NLP inference with ONNX Runtime on AWS Graviton processors

AWS Machine Learning Blog

ONNX is an open source machine learning (ML) framework that provides interoperability across a wide range of frameworks, operating systems, and hardware platforms. ONNX Runtime is the runtime engine used for model inference and training with ONNX. AWS Graviton3 processors are optimized for ML workloads, including support for bfloat16, Scalable Vector Extension (SVE), and Matrix Multiplication (MMLA) instructions.

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How to Learn Artificial Intelligence?

Analytics Vidhya

Introduction Do you find the prospects of AI intriguing? Whatever your goal is, be it becoming a data scientist, machine learning engineer, AI researcher, or just being fascinated by the world of artificial intelligence, this guide is designed for you. In this in-depth article, you will find out the basics of learning AI from scratch, […] The post How to Learn Artificial Intelligence?

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Confronting Another Axis? History, Humility, and Wishful Thinking

Hacker News

Drawing on his extensive experience as a historian and diplomat, Philip Zelikow warns that the United States faces an exceptionally volatile time in global politics and that the period of maximum danger might be in the next one to three years. He highlights lessons from the anti-American partnerships developed by the Axis powers in World War II and Moscow and Beijing during the early Cold War.

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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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Introducing the Frontier Safety Framework

DeepMind

Our approach to analyzing and mitigating future risks posed by advanced AI models

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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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Sequence-to-Sequence Models for Language Translation

Analytics Vidhya

Introduction In natural language processing (NLP), sequence-to-sequence (seq2seq) models have emerged as a powerful and versatile neural network architecture. These models excel at various complex tasks such as machine translation, text summarization, and dialogue systems, fundamentally transforming how machines understand and generate human language.

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Many Searchers Want to Turn Off Google AI Overviews

Hacker News

There are many searchers who have been using Google daily that are heading to the Google Web Search Help forums to ask how they can turn off the new AI Overviews within the Google Search results. As you know, AI Overviews started to roll out on Tuesday and some searchers simply do not want it.

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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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Shifting to batteries for electricity

FlowingData

To capture solar energy for use in the evening, batteries have grown in popularity over the last few years, especially in California. For the New York Times, Brad Plumer and Nadja Popovich show the shift with a pair of stacked area charts. Five years ago, these pair of charts would have been a single animated one.

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Learn how Amazon Ads created a generative AI-powered image generation capability using Amazon SageMaker

AWS Machine Learning Blog

Amazon Ads helps advertisers and brands achieve their business goals by developing innovative solutions that reach millions of Amazon customers at every stage of their journey. At Amazon Ads, we believe that what makes advertising effective is delivering relevant ads in the right context and at the right moment within the consumer buying journey. With that goal, Amazon Ads has used artificial intelligence (AI), applied science, and analytics to help its customers drive desired business outcomes

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How to Create an AI Application That Can Chat with Massive SQL Databases

Analytics Vidhya

Introduction You can easily create a simple application that can chat with SQL Database. But here’s the problem with that. You can’t make it work seamlessly when it comes to handling and working with large databases. If the database is huge, it’s impractical to include the complete list of columns and tables in the prompt […] The post How to Create an AI Application That Can Chat with Massive SQL Databases appeared first on Analytics Vidhya.

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Egypt's pyramids may have been built on a long-lost branch of the Nile

Hacker News

Geological survey reveals the remains of a major waterway that ancient Egyptian builders could have used to transport materials. Geological survey reveals the remains of a major waterway that ancient Egyptian builders could have used to transport materials.

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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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A new era in BI: Overcoming low adoption to make smart decisions accessible for all

IBM Journey to AI blog

Organizations today are both empowered and overwhelmed by data. This paradox lies at the heart of modern business strategy: while there’s an unprecedented amount of data available, unlocking actionable insights requires more than access to numbers. The push to enhance productivity, use resources wisely, and boost sustainability through data-driven decision-making is stronger than ever.

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Mixtral 8x22B is now available in Amazon SageMaker JumpStart

AWS Machine Learning Blog

Today, we are excited to announce the Mixtral-8x22B large language model (LLM), developed by Mistral AI , is available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. You can try out this model with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms and models so you can quickly get started with ML.

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How to use ‘Ask Photos’ feature in Google Photos?

Analytics Vidhya

Introduction The “Ask Photos” function is an interesting addition to Google Photos, which was introduced at Google I/O 2024. This cutting-edge solution transforms how consumers interact with their photo libraries by utilizing artificial intelligence, specifically powered by Gemini. “Ask Photos” claims to expedite photo retrieval by providing a smooth and user-friendly search experience.

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A 'plague' comes before the fall: lessons from Roman history

Hacker News

Just 50 years after the Roman Empire grew to its largest size, a mysterious and crippling pandemic known as the Antonine plague brought it to its knees. Research on climate change and in other areas is shedding light into how the plague, which preceded centuries of decline, emerged to pack such a devastating punch.

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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.