Thu.Nov 14, 2024

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5 Cheat Sheets for Getting Started in Data Science

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Check out these 5 KDnuggets cheat sheets designed for the data science beginner, covering from introductory coding through to data cleaning, exploration, manipulation, and modeling.

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Cloudera to Acquire Octopai’s Platform to Deliver Trusted Data Across the Entire Hybrid Cloud Data Estate

insideBIGDATA

Cloudera, the hybrid platform for data, analytics, and AI, announced that it entered into a definitive agreement with Octopai B.I. Ltd. (Octopai) to acquire Octopai’s data lineage and catalog platform that enables organizations to understand and govern their data.

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Mastering the Art of Hyperparameter Tuning: Tips, Tricks, and Tools

Flipboard

Machine learning (ML) models contain numerous adjustable settings called hyperparameters that control how they learn from data. Unlike model parameters that are learned automatically during training, hyperparameters must be carefully configured by developers to optimize model performance.

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Understanding prompt engineering: Unlock the creative potential of Stability AI models on AWS

AWS Machine Learning Blog

In the rapidly evolving world of generative AI image modeling, prompt engineering has become a crucial skill for developers, designers, and content creators. By crafting effective prompts, you can harness the full potential of advanced diffusion transformer text-to-image models, enabling you to produce high-quality images that align closely with your creative vision.

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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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A New Python Package Manager

KDnuggets

Manage Python projects, run scripts and tools, handle dependencies, and install packages—all with the uv tool.

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Introducing Stable Diffusion 3.5 Large in Amazon SageMaker JumpStart

AWS Machine Learning Blog

We are excited to announce the availability of Stability AI’s latest and most advanced text-to-image model, Stable Diffusion 3.5 Large, in Amazon SageMaker JumpStart. This new cutting-edge image generation model, which was trained on Amazon SageMaker HyperPod , empowers AWS customers to generate high-quality images from text descriptions with unprecedented ease, flexibility, and creative potential.

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More Trending

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Automate invoice processing with Streamlit and Amazon Bedrock

AWS Machine Learning Blog

Invoice processing is a critical yet often cumbersome task for businesses of all sizes, especially for large enterprises dealing with invoices from multiple vendors with varying formats. The sheer volume of data, coupled with the need for accuracy and efficiency, can make invoice processing a significant challenge. Invoices can vary widely in format, structure, and content, making efficient processing at scale difficult.

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Build LLM Agents on the Fly Without Code With CrewAI

Analytics Vidhya

Not a coder? Still interested in building agentic systems to automate business processes? Don’t worry—You can easily build your agentic systems with no-code tools by using either pre-built templates or Crew Studio, which are available on the crewAI platform. In this blog, we’ll explore exciting, new, and lesser-known features of the CrewAI framework by building […] The post Build LLM Agents on the Fly Without Code With CrewAI appeared first on Analytics Vidhya.

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Centralize model governance with SageMaker Model Registry Resource Access Manager sharing

AWS Machine Learning Blog

We recently announced the general availability of cross-account sharing of Amazon SageMaker Model Registry using AWS Resource Access Manager (AWS RAM) , making it easier to securely share and discover machine learning (ML) models across your AWS accounts. Customers find it challenging to share and access ML models across AWS accounts because they have to set up complex AWS Identity and Access Management (IAM) policies and create custom integrations.

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OpenAI to launch autonomous AI agent Operator in January

Dataconomy

OpenAI is set to launch its first autonomous AI agent, dubbed “Operator,” in January as part of a research preview, Bloomberg reports. This new development aims to elevate AI capabilities by enabling users to carry out complex tasks online, such as booking flights or writing code, with minimal human intervention. OpenAI’s strategic move towards agentic AI The introduction of Operator marks a crucial point in a broader shift towards agentic AI, which represents software designed to autonomo

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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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Revolutionize trip planning with Amazon Bedrock and Amazon Location Service

AWS Machine Learning Blog

Have you ever stumbled upon a breathtaking travel photo and instantly wondered where it was and how to get there? With 1.3 billion international arrivals in 2023, international travel is poised to exceed pre-pandemic levels and break tourism records in the coming years. Each one of these millions of travelers need to plan where they’ll stay, what they’ll see, and how they’ll get from place to place.

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Why Become an LLM Developer? Launching Towards AI’s New One-Stop Conversion Course

Towards AI

Author(s): Towards AI Editorial Team Originally published on Towards AI. From Beginner to Advanced LLM Developer Why should you learn to become an LLM Developer? Large language models (LLMs) and generative AI are not a novelty — they are a true breakthrough that will grow to impact much of the economy. However, achieving this impact requires developing customized LLM pipelines for different tasks, and this will require many millions of LLM Developers.

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Governing ML lifecycle at scale: Best practices to set up cost and usage visibility of ML workloads in multi-account environments

AWS Machine Learning Blog

Cloud costs can significantly impact your business operations. Gaining real-time visibility into infrastructure expenses, usage patterns, and cost drivers is essential. This insight enables agile decision-making, optimized scalability, and maximizes the value derived from cloud investments, providing cost-effective and efficient cloud utilization for your organization’s future growth.

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How banks can use data visualization to outwit fraudsters, according to Atmajitsinh Gohil

Dataconomy

Leveraging data visualization, banks can significantly enhance their fraud detection capabilities. I spoke with Atmajitsinh Gohil, author of R Data Visualization Cookbook , about the technologies transforming the fight against financial fraud. According to the Nilson Report , global credit card losses are projected to reach $43 billion by 2026. Atmajitsinh Gohil, a renowned author of R Data Visualization Cookbook, and one of the top experts in AI enabled tools, believes data visualization techn

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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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Simplify automotive damage processing with Amazon Bedrock and vector databases

AWS Machine Learning Blog

In the automotive industry, the ability to efficiently assess and address vehicle damage is crucial for efficient operations, customer satisfaction, and cost management. However, manual inspection and damage detection can be a time-consuming and error-prone process, especially when dealing with large volumes of vehicle data, the complexity of assessing vehicle damage, and the potential for human error in the assessment.

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Why Bots Fail Google’s “I’m Not a Robot” Test — But You Pass

Towards AI

Author(s): Lamprini Papargyri Originally published on Towards AI. Why Bots Fail Google’s “I’m Not a Robot” Test — But You Pass How a single click reveals the truth about your humanity. If you’ve ever browsed the internet, you’ve probably come across a checkbox that says, “I’m not a robot.” A quick click grants you access — but have you ever wondered why bots can’t seem to get past this simple prompt?

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Building a Modern Clinical Trial Data Intelligence Platform

databricks

In an era where data is the lifeblood of medical advancement, the clinical trial industry finds itself at a critical crossroads. The current.

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Tessl raises $125 million to transform AI software development

Dataconomy

Tessl, a promising startup aiming to reshape the coding landscape, has successfully raised $125 million in funding to accelerate its AI-driven platform’s development. Founded by Guy Podjarny, the company envisions a world where developers can communicate in natural language for software specifications, allowing AI to handle the nitty-gritty of coding, debugging, and maintenance.

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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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The state of enterprise AI: How early adopters are driving success

databricks

When the Generative AI boom first ignited, every enterprise rushed to deploy the technology. For many, that excitement remains. But companies are also.

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Data-driven employee communication: How analytics can transform workplace engagement

Dataconomy

In today’s rapidly evolving industries, enhancing employee engagement has become important more than ever for business organizations. Considering that employees are the backbone of any successful organization driving processes and productivity, it has only become more imperative to improve employee engagement. However, improving levels of employee engagement is more than just offering perks and flexible working arrangements; it requires a deeper understanding of employee needs and behaviours and

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Standard Deviation For Dummies

Towards AI

Last Updated on November 14, 2024 by Editorial Team Author(s): Igor Novikov Originally published on Towards AI. I bet you’ve heard about standard deviation but what does it mean? Here is an explanation that even your dog can understand. Image by the author Standard deviation is closely related to variance. Variance is, unsurprisingly enough, a measure of variance of values in a certain dataset.

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At 2024 AI Hardware & Edge AI Summit: Prasad Jogalekar, Head of Global AI and Accelerator Hub, Ericsson

insideBIGDATA

At the recent 2024 AI Hardware & Edge AI Summit in San Jose, Calif., I caught up with Prasad Jogalekar, Head of Global AI and Accelerator Hub at Ericsson, a Sweden based telecomm multinational.

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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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New Apple security feature reboots iPhones after 3 days, researchers confirm

Hacker News

“Inactivity reboot" effectively puts iPhones in a more secure state by locking the user's encryption keys in the iPhone's secure enclave chip.

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The Third Wave Of AI Is Here: Why Agentic AI Will Transform The Way We Work

Flipboard

The chess pieces of artificial intelligence are being dramatically rearranged.

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In Memoriam: Thomas E. Kurtz, 1928–2024

Hacker News

CHM remembers the remarkable career and contributions of 2023 Fellow Thomas E. Kurtz, who passed away on November 12, 2024.

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The Post Web: Read, Write, Own, Delegate

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Web3’s failed decade In the past week, the markets have seen a huge turnaround.

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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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O2 unveils Daisy, the AI granny wasting scammers' time

Hacker News

O2 has today unveiled the newest member of its fraud prevention team, 'Daisy' As ‘Head of Scammer Relations’, this state-of-the-art AI Granny's mission is to talk with fraudsters and waste as much of their time as possible with human-like rambling chat to keep them away from real people, while highlighting the need for consumers to stay vigilant as the UK faces a fraud epidemic.

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New MIT Research Proves AGI Was Achieved

Flipboard

Recent advancements in artificial intelligence (AI) have propelled us closer to achieving widely available Artificial General Intelligence (AGI), a …

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The Onion Buys Alex Jones’s Infowars Out of Bankruptcy

Hacker News

The satirical news site planned to turn Infowars into a parody of itself, mocking “weird internet personalities” who peddle conspiracy theories and health supplements.

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How to get started with AI agents (and do it right)

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Due to the fast-moving nature of AI and fear of missing out (FOMO), generative AI initiatives are often top-down driven, and enterprise leaders can tend to get overly excited about the groundbreaking technology.

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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?