Fri.Nov 01, 2024

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Why Data Quality is the Secret Ingredient to AI Success

insideBIGDATA

In this contributed article, engineering leader Uma Uppin emphasizes that high-quality data is fundamental to effective AI systems, as poor data quality leads to unreliable and potentially costly model outcomes. Key data attributes like accuracy, completeness, consistency, timeliness, and relevance play crucial roles in shaping AI performance and minimizing ethical risks.

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How to Learn SQL the Lazy Way

KDnuggets

This is a simple guide for lazy people who want to learn SQL with minimal effort.

SQL 351
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This Pandas Trick Will Blow Your Mind As a Data Scientist!

Towards AI

Last Updated on November 1, 2024 by Editorial Team Author(s): Gencay I. Originally published on Towards AI. Automate Data Analysis with Pandas This member-only story is on us. Upgrade to access all of Medium. Created with Abidin Dino AI, to reach it, consider being Paid subscriber to LearnAIWithMe, here Pandas is undoubtedly the most powerful data science library, but what if I told you that you could automate data analysis and complete your work with just a click?

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What Programming Language Should Game Developers Know?

KDnuggets

Here are some of the main computer programming/coding languages every budding game developer should take time to learn.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Use Amazon Q to find answers on Google Drive in an enterprise

AWS Machine Learning Blog

Amazon Q Business is a generative AI-powered assistant designed to enhance enterprise operations. It’s a fully managed service that helps provide accurate answers to users’ questions while adhering to the security and access restrictions of the content. You can tailor Amazon Q Business to your specific business needs by connecting to your company’s information and enterprise systems using built-in connectors to a variety of enterprise data sources.

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If Data is the New Oil, then Generative AI is the New Rocket Fuel

KDnuggets

In this article, the author proposes a new phrase: "If Data is the New Oil, then Generative AI is the new Rocket Fuel," to emphasize GAI's role in enhancing data's value.

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Free Data and AI Courses with 365 Data Science—Unlimited Access until Nov 21

KDnuggets

Begin your journey for free at 365 Data Science.

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ChatGPT Search: AI Search Engine Challenging Google Monopoly

Analytics Vidhya

Let’s start from the beginning!! With Google’s inception, our lives have become much easier than we ever imagined – if you want to explore any place before visiting, “Just Google It”; if you want to know about the history of the world dates back to the Stone Age, “Just Google It” and so on. However, […] The post ChatGPT Search: AI Search Engine Challenging Google Monopoly appeared first on Analytics Vidhya.

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Data Science for Social Good: Real World Projects Making a Difference

KDnuggets

This article highlights how data science is being used for social good, and making a meaningful impact on society.

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Announcing the General Availability of Step-Through Debugging in Databricks Notebooks and Files

databricks

We are thrilled to announce the General Availability of a Python step-through debugger for Databricks Notebooks and Files. This highly requested feature allows.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Best practices and lessons for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock

AWS Machine Learning Blog

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. This process involves updating the model’s weights to improve its performance on targeted applications. By fine-tuning, the LLM can adapt its knowledge base to specific data and tasks, resulting in enhanced task-specific capabilities.

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Mark Zuckerberg Confirms Meta’s Llama 4

Towards AI

Last Updated on November 1, 2024 by Editorial Team Author(s): Get The Gist Originally published on Towards AI. Plus: Parallels Brings Apple Intelligence to Windows This member-only story is on us. Upgrade to access all of Medium. Welcome to Get The Gist, where every weekday, we share an easy-to-read summary of the latest and greatest developments in AI — news, innovations, and trends — all delivered in under 5 minutes!

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Track, allocate, and manage your generative AI cost and usage with Amazon Bedrock

AWS Machine Learning Blog

As enterprises increasingly embrace generative AI , they face challenges in managing the associated costs. With demand for generative AI applications surging across projects and multiple lines of business, accurately allocating and tracking spend becomes more complex. Organizations need to prioritize their generative AI spending based on business impact and criticality while maintaining cost transparency across customer and user segments.

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Harnessing the Power of Generative AI

Towards AI

Author(s): Mirko Peters Originally published on Towards AI. Generative AI offers unprecedented opportunities for businesses, but implementation challenges like governance, integration, and talent acquisition persist. Success lies in strategic planning and informed decision-making. This member-only story is on us. Upgrade to access all of Medium. Imagine a world where your organization can predict customer behavior almost before it happens or streamline operations with a wave of its digital wand.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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How Druva used Amazon Bedrock to address foundation model complexity when building Dru, Druva’s backup AI copilot

AWS Machine Learning Blog

This post is co-written with David Gildea and Tom Nijs from Druva. Druva enables cyber, data, and operational resilience for thousands of enterprises, and is trusted by 60 of the Fortune 500. Customers use Druva Data Resiliency Cloud to simplify data protection, streamline data governance, and gain data visibility and insights. Independent software vendors (ISVs) like Druva are integrating AI assistants into their user applications to make software more accessible.

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Free Data and AI Courses with 365 Data Science—Unlimited Access until Nov 21

KDnuggets

Begin your journey for free at 365 Data Science.

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3 Advanced Strategies for Retrievers in LangChain

Analytics Vidhya

Retrievers play a crucial role in the LangChain framework by providing a flexible interface that returns documents based on unstructured queries. Unlike vector stores, retrievers are not required to store documents; their primary function is to retrieve relevant information. While vector stores can serve as the backbone of a retriever, various types of retrievers exist, […] The post 3 Advanced Strategies for Retrievers in LangChain appeared first on Analytics Vidhya.

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Does ChatGPT Search mean the end for traditional search engines?

Dataconomy

OpenAI has launched ChatGPT Search, an AI-powered competitor to Google, Bing, and Perplexity. Initially announced as SearchGPT in July, it now integrates visual graphics and sources for queries on topics like weather, news, and stocks. Powered by GPT-4o, it partners with leading news organizations. Currently available to ChatGPT Plus and Team users, it offers conversational responses, citing sources for deeper exploration.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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At the Frontier of Research Independence: The CDS Faculty Fellow Position

NYU Center for Data Science

Newly graduated PhDs often face a choice between the rigid structure of traditional postdocs and the high-pressure demands of junior faculty roles. The Faculty Fellow position at CDS, which is accepting applications now through November 25, carved out a different path. We talked with two current fellows to learn more about the role. “The job gives you the resources you need to execute on your vision,” CDS Faculty Fellow Umang Bhatt said.

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Microsoft vs. Google: A battle renewed over cloud dominance

Dataconomy

Microsoft and Google are back at each other’s throats. This time, the fight is over cloud services, and it’s getting personal. Microsoft recently accused Google of running “shadow campaigns” to discredit its cloud business. The software giant revealed that Google was behind the newly formed Open Cloud Coalition just hours before its official announcement.

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Nvidia to join Dow Jones Industrial Average, replacing Intel

Hacker News

Nvidia is replacing Intel in the Dow Jones Industrial Average, a shakeup that reflects a massive change in the semiconductor industry.

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Stable Diffusion 3.5 Medium is launched for consumer-level GPUs

Dataconomy

My colleague Bünyamin Furkan Demirkaya received an email from Stability AI introducing Stable Diffusion 3.5 Medium, an open model free for commercial and non-commercial use. This model, with 2.5 billion parameters, is designed to run efficiently on consumer hardware, providing broader access to advanced AI image generation. Let’s explore what this new model offers and its compatibility with various GPUs.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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The Cult of Microsoft

Hacker News

At the core of Microsoft, a three-trillion-dollar hardware and software company, lies a kind of social poison — an ill-defined, cult-like pseudo-scientific concept called 'The Growth Mindset" that drives company decision-making in everything from how products are sold, to how your on-the-job performance is judged. I am not speaking in hyperbole.

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Tackling ‘Toggle’ Trouble, Alation Extends Data Intelligence To Chrome

Adrian Bridgwater for Forbes

Alation Anywhere expands to Google Chrome, enabling users to find, understand and trust data within their browser – reducing errors and boosting productivity.

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Iconic Gun-Makers Gave Sensitive Customer Information to Political Operatives

Hacker News

At least 10 gun industry businesses, including Glock, Smith & Wesson, Remington and Mossberg, secretly handed over names, addresses and other data to lobbyists, who used the details to rally firearm owners to elect pro-gun politicians.

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Can you ever guarantee income or growth from investments?

Dataconomy

Investing always has a ring of excitement to it—the promise of growing wealth, securing a comfortable future, or even making dreams of early retirement come true. But the big question on everyone’s mind is, Can income or growth from investments ever be guaranteed? The short answer is no, but let’s dive into why that’s actually a good thing, and why understanding risk and flexibility is critical to investment success.

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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Apple Acquires Pixelmator

Hacker News

Today we have some important news to share: the Pixelmator Team plans to join Apple.

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Google Gemini just took another step toward smart home control

Flipboard

If you're an Android user, you can ask Gemini to control smart lights, thermostats, and more via the Gemini app.

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A new dental scam is to pull healthy teeth to sell you expensive fake ones

Hacker News

It turns out you may not have needed those implants after all.

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Is Abridge's tech a glimpse into the future of healthcare?

Flipboard

When Shiv Rao was a cardiologist and investor in Pittsburgh, he saw a patient with a 10-year-history of breast cancer who seemed particularly tense …

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?