Sat.Mar 23, 2024 - Fri.Mar 29, 2024

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Transformer models: A guide to understanding different transformer architectures and their uses

Data Science Dojo

Natural language processing (NLP) and large language models (LLMs) have been revolutionized with the introduction of transformer models. These refer to a type of neural network architecture that excels at tasks involving sequences. While we have talked about the details of a typical transformer architecture, in this blog we will explore the different types of the models.

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The Data Disconnect: A Key Challenge for Machine Learning Deployment

insideBIGDATA

This article is excerpted from the book, "The AI Playbook: Mastering the Rare Art of Machine Learning Deployment," by Eric Siegel, Ph.D., with permission from the publisher, MIT Press. It is a product of the author’s work while he held a one-year position as the Bodily Bicentennial Professor in Analytics at the UVA Darden School of Business.

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A Collection Of Free Data Science Courses From Harvard, Stanford, MIT, Cornell, and Berkeley

KDnuggets

Learn everything about data science by exploring our curated collection of free courses from top universities, covering essential topics from math and programming to machine learning, and mastering the nine steps to become a job-ready data scientist.

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Mora: An Open Source Alternative to Sora

Analytics Vidhya

Introduction Generative AI, in its essence, is like a wizard’s cauldron, brewing up images, text, and now videos from a set of ingredients known as data. The magic lies in its ability to learn from this data and generate new, previously unseen content strikingly similar to the real thing. Image generation models like DALL-E have […] The post Mora: An Open Source Alternative to Sora appeared first on Analytics Vidhya.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Announcing DBRX: A new standard for efficient open source LLMs

databricks

Databricks’ mission is to deliver data intelligence to every enterprise by allowing organizations to understand and use their unique data to build their.

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The Ever Changing Face Of Software Modernization

Adrian Bridgwater for Forbes

Software is modernizing to adopt cloud-native infrastructures being used to power always-on applications for enterprise use and indeed for consumer use and even gaming.

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Devika AI: An Open Source Alternative to Devin AI

Analytics Vidhya

Introduction Meet Devika AI: your new go-to buddy in the world of coding. It’s not your typical run-of-the-mill software; it’s here to shake things up! Picture this: you’ve got an idea, a spark of creativity, but you’re unsure how to translate it into code. That’s where Devika AI swoops in to save the day. You […] The post Devika AI: An Open Source Alternative to Devin AI appeared first on Analytics Vidhya.

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Delivering the Next Generation of Consumer Experiences: Databricks and Adobe Announce Strategic Partnership

databricks

By Steve Sobel - Global Industry Leader; Communications, Media & Entertainment Today Databricks and Adobe are excited to announce a strategic partnership focused.

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AI development booms as open source startups fill the gap

Dataconomy

Runa Capital’s ROSS Index highlights the growing market for AI and open-source technologies, tracking the rapid expansion of this sector. It reflects an increasingly vibrant ecosystem fueled by technological advancements. Standouts like LangChain and startups such as Reflex and AITable exemplify the sector’s innovation through significant funding and groundbreaking projects.

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10 GitHub Repositories to Master MLOps

KDnuggets

Begin your MLOps journey with these comprehensive free resources available on GitHub.

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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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Stability AI’s TripoSR: From Image to 3D Model in Seconds

Analytics Vidhya

Introduction The ability to transform a single image into a detailed 3D model has long been a pursuit in the field of computer vision and generative AI. Stability AI’s TripoSR marks a significant leap forward in this quest, offering a revolutionary approach to 3D reconstruction from images. It empowers researchers, developers, and creatives with unparalleled […] The post Stability AI’s TripoSR: From Image to 3D Model in Seconds appeared first on Analytics Vidhya.

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Announcing the State Reader API: The New "Statestore" Data Source

databricks

Databricks Runtime 14.3 includes a new capability that allows users to access and analyze Structured Streaming 's internal state data: the State Reader.

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Are Claude 3 models better than ChatGPT?

Dataconomy

ChatGPT vs. Claude 3: As the battleground of AI innovation becomes increasingly contested, these two frontrunners emerge, offering distinct visions of the future where technology meets human ingenuity. OpenAI’s ChatGPT has been a trailblazer, not only captivating the imagination of users worldwide but also spawning a burgeoning market of generative AI models.

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Fiber-optic data transfer speeds hit a rapid 301 Tbps

Hacker News

The researchers hit a rate of 301 terabits per second — equivalent to transferring 1,800 4K movies over the internet in one second — using existing fiber-optic cables.

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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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12 Best Free Deep Learning eBooks

Analytics Vidhya

Deep learning is a powerful tool of artificial intelligence that’s changing many things. It is essential to have a good knowledge of Deep Learning, if you are aiming to make a career in AI. To make your life easy, we have made a list of some common Deep Learning ebooks, that you must read. This […] The post 12 Best Free Deep Learning eBooks appeared first on Analytics Vidhya.

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Introducing DBRX: A New State-of-the-Art Open LLM by Databricks

databricks

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Ahead of the curve: How generative AI is revolutionizing the content supply chain

IBM Journey to AI blog

The global adoption of generative AI is upon us, and it’s essential for marketing organizations to understand and play in this space to stay competitive. With content demands expected to grow in the next few years, organizations need to create more content at a faster pace to meet customer expectations and business needs. Knowing how to manifest these improvements is not always clear: Enter generative AI and the content supply chain.

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Sam Bankman-Fried sentenced to 25 years in prison

Hacker News

Sam Bankman-Fried returns to Manhattan federal court Thursday for sentencing that could land him in prison for the next half-century. Follow here for the latest live news updates.

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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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Build an AI Coding Agent with LangGraph by LangChain

Analytics Vidhya

Introduction There has been a massive surge in applications using AI coding agents. With the increasing quality of LLMs and decreasing cost of inference, it’s only getting easier to build capable AI agents. On top of this, the tooling ecosystem is evolving rapidly, making it easier to build complex AI coding agents. The Langchain framework […] The post Build an AI Coding Agent with LangGraph by LangChain appeared first on Analytics Vidhya.

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Advanced RAG patterns on Amazon SageMaker

AWS Machine Learning Blog

Today, customers of all industries—whether it’s financial services, healthcare and life sciences, travel and hospitality, media and entertainment, telecommunications, software as a service (SaaS), and even proprietary model providers—are using large language models (LLMs) to build applications like question and answering (QnA) chatbots, search engines, and knowledge bases.

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Private cloud use cases: 6 ways private cloud brings value to enterprise business

IBM Journey to AI blog

As cloud computing continues to transform the enterprise workplace, private cloud infrastructure is evolving in lockstep, helping organizations in industries like healthcare, government and finance customize control over their data to meet compliance, privacy, security and other business needs. According to a report from Future Market Insights (link resides outside ibm.com), the global private cloud services market is forecast to grow to USD 405.30 billion by 2033, up from USD 92.64 billion in 2

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Opera sees big jump in EU users on iOS, Android after DMA update

Hacker News

Opera has reported a substantial 164% increase in new European Union users on iOS devices after Apple introduced a new feature to comply with the EU's Digital Markets Act (DMA). [.

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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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Visualizing the statistical connections behind ChatGPT

FlowingData

To gain a better understanding of how ChatGPT works under the hood, Santiago Ortiz repeatedly passed the prompt “Intelligence is” to the chatbot. Then he visualized the statistical paths to get to a response using a 3-D network. If you squint, the network kind of looks like a computer’s brain.

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World Backup Day Is So 2023 – How About World Data Resilience Day?

Dataversity

Instead of celebrating World Backup Day 2024 for accomplishing another year of successful backups, I recommend using it to look forward to a year of testing recovery. Instead of starting data protection strategies by planning backups, organizations should flip their mindset and start by planning recovery: What data needs to be recovered first? What systems […] The post World Backup Day Is So 2023 – How About World Data Resilience Day?

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Hyperscale vs. colocation: Go big or go rent?

IBM Journey to AI blog

Here’s the situation: You’re the CIO or similarly empowered representative of an organization. Different voices within your business are calling attention to the awesome scalability and power of hyperscale computing, which you’ve also noticed with increasing interest. Now the word comes down from on high that you’ve been tasked with designing and implementing your company’s hyperscale computing solution—whatever that should be.

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Why don't humans have tails?

Hacker News

Humans’ closest primate relatives lost their tails about 25 million years ago, but exactly how has remained a mystery. A breakthrough in genetic research may finally offer answers.

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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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Mapping NBA basketball shots

FlowingData

Alasdair Rae outlines the basics of visualizing basketball shot data with QGIS , an open-source software package typically used for geographic maps. Even if you’re not into basketball, sports data can be fun to poke at because it’s comprehensive and usually covers a good range of time and categories.

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Efficient continual pre-training LLMs for financial domains

AWS Machine Learning Blog

Large language models (LLMs) are generally trained on large publicly available datasets that are domain agnostic. For example, Meta’s Llama models are trained on datasets such as CommonCrawl , C4 , Wikipedia, and ArXiv. These datasets encompass a broad range of topics and domains. Although the resulting models yield amazingly good results for general tasks, such as text generation and entity recognition, there is evidence that models trained with domain-specific datasets can further improve LLM

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Celebrating the women of IBM AI Ethics

IBM Journey to AI blog

For more than 100 years, IBM’s founding principles have inspired efforts to promote equality, fairness and inclusion in the workplace and society. The company has lived the value of “respect for the individual” by championing employment practices that reward ability over identity and that make work more attainable for all. In 1935, approximately twenty years after IBM was founded, it began hiring women into professional roles.

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Scientists Put Tardigrade Proteins into Human Cells. Here's What Happened

Hacker News

Freeze 'em, heat 'em, blast them into empty space; with survival skills unlike any other organism on the planet, those hardy critters known as tardigrades will only come back for more.

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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.