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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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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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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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Exploring the world’s first ever AI software engineer: Devin AI

Data Science Dojo

Generative AI has reshaped the digital landscape with smarter tools working more efficiently than ever before. AI-powered tools have impacted various industries like finance, healthcare, marketing, and others. While it has transitioned all areas, the field of engineering is not unaffected. The engineering world has experienced a new boost with the creation of the first-ever AI software engineer, thanks to Cognition AI.

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12 Best AI Travel Planner Tools for Your Next Trip

Analytics Vidhya

Introduction Arranging a vacation may be a thrilling and daunting task. The details, which range from selecting the ideal location to scheduling travel and lodging, may quickly become overwhelming. Thankfully, advances in artificial intelligence (AI) have transformed travel planning with technologies that allow you to customize and expedite every part of your trip.

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6 Free University Courses to Learn Machine Learning

Analytics Vidhya

Introduction Machine learning (ML) is rapidly transforming various industries. From healthcare to finance, its impact is profound. Companies leverage machine learning to analyze data, predict trends, and make informed decisions. Learning ML has become crucial for anyone interested in a data career. There are a plethora of digital learning platforms and resources available today to […] The post 6 Free University Courses to Learn Machine Learning appeared first on Analytics Vidhya.

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Introduction to USDT: Understanding Tether and its role in the cryptocurrency market

Dataconomy

Navigating the cryptocurrency market without understanding USDT is like sailing without a compass, it’s a foundational tool indispensable for orientation. USDT, or Tether, is a stable form of protection in the often wild seas of cryptocurrency volatility, as it maintains a steady value tied to the US dollar. USDT plays a pivotal role in facilitating trading and fostering market stability by offering a bridge between traditional fiat currencies and digital assets.

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Transforming PDF Images into Interactive Dialogues with AI

Analytics Vidhya

Introduction In our digital era, where information is predominantly shared through electronic formats, PDFs serve as a crucial medium. However, the data within them, especially images, often remain underutilized due to format constraints. This blog post introduces a pioneering approach that liberates and not only liberates but also maximizes the utility of data from PDFs. […] The post Transforming PDF Images into Interactive Dialogues with AI 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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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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8 Wild Demos of Google’s AI Agents

Analytics Vidhya

Introduction Google has introduced new features at Google I/O 2024, leveraging advanced AI to streamline tasks and improve productivity. These include organizing receipts, returning online orders, simplifying email threads, and planning personalized trips. Google’s AI Agent integration into Google Search enhances research capabilities, while Gemini and Chrome enable secure browsing.

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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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Short and Fun Courses to Get You Up to Speed About Generative AI

KDnuggets

Want to understand what Generative AI is and its impact on our future?

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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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Ethical AI: Tackling bias and ensuring fairness in machine learning algorithms

Dataconomy

One of the most recognizable trends of the early years of the 21st century has been the spread and application of AI (Artificial Intelligence) within many professional areas. The data analysis, pattern recognition, and decision-making functionalities in AI have produced remarkable efficiencies and ideas. However, ethical concerns have risen to dominate as these artificial intelligence systems including machine learning algorithms penetrate our daily lives.

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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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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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A Trial HIV Vaccine Triggered Elusive and Essential Antibodies in Humans

Hacker News

DURHAM, N.C. – An HIV vaccine candidate developed at the Duke Human Vaccine Institute triggered low levels of an elusive type of broadly neutralizing HIV antibodies among a small group of people enrolled in a 2019 clinical trial.The finding, reported May 17 in the journal Cell, not only provides proof that a vaccine can elicit these antibodies to fight diverse strains of HIV, but that it can also initiate the process within weeks, setting in motion an essential immune response.

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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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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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How and why to make a /now page on your site

Hacker News

Background I used to wonder what my friend Benny Lewis was doing. He has a website and social media accounts, but neither gave an overview of what he’s doing now. Then I realized some people might wonder the same about me. So in 2015, I made a /now page on my website, saying what I’d tell a friend I hadn’t seen in a year. It has a nice side-effect of being a public declaration of priorities.

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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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BIMI and DMARC Can't Save You: The Overlooked DKIM Exploit

Hacker News

Analysts at Zone.eu, one of the leading domain registrars and web hosting providers in Europe, have observed a vulnerability affecting the global e-mail ecosystem, stemming from unaddressed warnings in the DomainKeys Identified Mail (DKIM) standard that puts billions of users in risk.

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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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Introducing the Frontier Safety Framework

DeepMind

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

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Scrabble, Anonymous

Hacker News

“As was the case with alcohol, my first and last thoughts of the day are usually Scrabble related (RELATED anagrams: ALTERED, REDEALT, ALERTED, TREADLE).

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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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OpenAI's Long-Term AI Risk Team Has Disbanded

Hacker News

The entire OpenAI team focused on the existential dangers of AI has either resigned or been absorbed into other research groups, WIRED has confirmed.

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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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How technology transforms public administration and investment management – Insights from Asatrian Sergei Tigranovich

Dataconomy

Technology continuously transforms how we approach efficiency and strategy; the public administration and investment sectors are no exception. Asatrian Sergei Tigranovich is a seasoned expert with a strong state and municipal administration background. He brings a unique perspective on how advanced technologies such as data science and artificial intelligence (AI) can enhance decision-making processes, ensure transparency, and promote public trust.

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First proof that "plunging regions" exist around black holes in space

Hacker News

An international team led by researchers at Oxford University Physics have proved Einstein was correct about a key prediction concerning black holes.

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Visualize This (2nd ed.): Finding the Best Visualization Tools

FlowingData

There are a lot of tools to visualize data. Some are visualization-specific. Some are tools that let you make charts but are focused on other data things. New apps come out with new features that promise new things. This can make it tricky to find the best visualization tool. Also, the “best” depends on what you want to visualize and how you want to do it.

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Japanese court rules that AI cannot be issued patents

Hacker News

The Tokyo District Court has dismissed a claim by an American engineer regarding an AI-generated invention, saying inventors provided for under the Patent Law are limited to natural persons.

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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.