Wed.Sep 04, 2024

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A Comprehensive Guide on Backtracking Algorithm

Analytics Vidhya

Introduction The backtracking algorithm is a next step in the problem solving algorithm to solve those problems incrementally and it is one of the most used methods in the computer science. It looks for a solution in a step by step manner with all available avenues explored before any strategy is thrown to the bin […] The post A Comprehensive Guide on Backtracking Algorithm appeared first on Analytics Vidhya.

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5 Must-Know R Packages for Data Analysis

KDnuggets

Here are five must-know R packages for data analysis in R.

professionals

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Enhanced Workflows UI reduces debugging time and boosts productivity

databricks

Data teams spend way too much time troubleshooting issues, applying patches, and restarting failed workloads. It's not uncommon for engineers to spend their.

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What are Diffusion Models?

Analytics Vidhya

Introduction Imagine watching a drop of ink slowly spread across a blank page, its color slowly diffusing through the paper until it becomes a beautiful, intricate pattern. This natural process of diffusion, where particles move from areas of high concentration to low concentration, is the inspiration behind diffusion models in machine learning. Just as the […] The post What are Diffusion Models?

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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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Ghosted After an Interview? 5 Resources to Help You Bounce Back

KDnuggets

Check out this list of resources for different types of interviews.

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Seekr Launches Self-Service AI Enterprise Platform to Accelerate Time to Market

insideBIGDATA

Seekr today announced the launch of SeekrFlow, as a complete end-to-end AI platform for training, validating, deploying, and scaling trusted enterprise AI applications through an intuitive and simple to use web user interface (UI).

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More Trending

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AI in Manufacturing: Top 5 Ways AI Enhances Production Efficiency

insideBIGDATA

In this feature article, Daniel D. Gutierrez, insideAInews Editor-in-Chief & Resident Data Scientist, discusses how AI's integration into manufacturing processes is not just enhancing production efficiency but is also transforming the entire value chain, from supply chain management to quality control. Here are the top five ways AI is assisting manufacturers in achieving enhanced production efficiency.

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Canadian mega landlord using AI 'pricing scheme' as it hikes rents

Hacker News

Software the U.S. government says is illegal gives landlords ability to coordinate rent hikes.

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Training Highly Scalable Deep Recommender Systems on Databricks (Part 1)

databricks

Recommender systems (RecSys) have become an integral part of modern digital experiences, powering personalized content suggestions across various platforms. These sophisticated systems and.

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Dynamicland 2024

Hacker News

incubating a humane dynamic medium

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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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How to Implement Complex Filters on DataFrame Columns with Pandas

KDnuggets

Learn how to acquire data you need with Pandas filter syntax.

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ReMarkable launch Paper Pro, a colour e-ink tablet

Hacker News

reMarkable - "Replace your notes and printed documents with a digital notebook that feels like paper.

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The Data Governance Wake-Up Call From the OpenAI Breach

Dataversity

Shockwaves reverberated throughout the political and tech ecosystems this summer when OpenAI – the creator of ChatGPT – admitted it had been breached. The breach, which involved an outsider gaining access to internal messaging systems, left many worried that a national adversary could do the same and potentially weaponize generative AI technologies.

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Small asteroid to hit Earth's atmosphere today

Hacker News

Comments

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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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Generative AI: Unlocking New Revenue Streams for Your Business

Smart Data Collective

Transform your business with generative AI! Learn how to unlock new revenue streams and drive growth through innovative solutions.

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A day in the life of the fastest supercomputer

Hacker News

In the hills of eastern Tennessee, a record-breaking machine called Frontier is providing scientists with unprecedented opportunities to study everything from atoms to galaxies. In the hills of eastern Tennessee, a record-breaking machine called Frontier is providing scientists with unprecedented opportunities to study everything from atoms to galaxies.

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What is speech recognition? A comprehensive guide

AssemblyAI

The use of speech recognition technology is exploding and is expected to grow at a clip of over 14% year over year for the foreseeable future.  Recent advancements in the AI research behind speech recognition technology have made speech recognition models more accurate and accessible than ever before. These advancements, coupled with consumers’ increased reliance on digital audio and video consumption, are powering this impressive growth and transforming the way we interact with this

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Fake CV lands top 'engineer' in jail for 15 years

Hacker News

Daniel Mthimkhulu claimed to have engineering degrees - but had only finished high school.

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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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AI Technology is Revolutionizing File Transfer Security

Smart Data Collective

AI technology is going to be more important than ever in improving file transfer security as cyberattacks escalate.

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Dolphin Progress Release 2407 and 2409

Hacker News

After an exciting round of feature articles, it's Progress Report time once again! However, a lot has changed. Dolphin has finally left the 5.0 era behind, and has entered the Release Era. Not only did we get our first release in eight years, but we also established a commitment to continuous releases going forward. For the Reports, things will be more or less the same, but with a few changes.

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Effectively manage foundation models for generative AI applications with Amazon SageMaker Model Registry

AWS Machine Learning Blog

Generative artificial intelligence (AI) foundation models (FMs) are gaining popularity with businesses due to their versatility and potential to address a variety of use cases. The true value of FMs is realized when they are adapted for domain specific data. Managing these models across the business and model lifecycle can introduce complexity. As FMs are adapted to different domains and data, operationalizing these pipelines becomes critical.

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Internet Archive loses appeal over eBook lending

Hacker News

A big blow to the Internet Archive.

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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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Deploy Amazon SageMaker pipelines using AWS Controllers for Kubernetes

AWS Machine Learning Blog

Kubernetes is a popular orchestration platform for managing containers. Its scalability and load-balancing capabilities make it ideal for handling the variable workloads typical of machine learning (ML) applications. DevOps engineers often use Kubernetes to manage and scale ML applications, but before an ML model is available, it must be trained and evaluated and, if the quality of the obtained model is satisfactory, uploaded to a model registry.

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Oakland's new school buses reduce pollution – and double as giant batteries

Hacker News

A new fleet of buses can send power back to the grid, stabilizing it instead of straining it.

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Mathematical Transformations in Feature Engineering: Log, Reciprocal, and Power Transforms Explained with Visualization

Towards AI

Last Updated on September 5, 2024 by Editorial Team Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re preparing to bake a cake, but some ingredients are piled high, and others barely fill the spoon. Without smoothing out the proportions, your cake might turn into a disaster!

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Physics is unreasonably good at creating new math

Hacker News

The secret sauce is the real world.

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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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AWS Summit New York 2024: Democratizing Data And AI

MoorInsights for Forbes

The recent AWS Summit in New York aimed to showcase the company's commitment to making AI accessible to a broader audience through its tools and platforms.

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Production-ready Docker Containers with uv

Hacker News

Starting with 0.3.0, Astral’s uv brought many great features, including support for cross-platform lock files uv.lock. Together with subsequent fixes, it has become Python’s finest workflow tool for my (non-scientific) use cases. Here’s how I build production-ready containers, as fast as possible.

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Mathematical Transformations in Feature Engineering: Log, Reciprocal, and Power Transforms Explained with Visualization

Towards AI

Last Updated on September 5, 2024 by Editorial Team Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re preparing to bake a cake, but some ingredients are piled high, and others barely fill the spoon. Without smoothing out the proportions, your cake might turn into a disaster!

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Intel Honesty

Hacker News

The best way to both save Intel and have leading edge manufacturing in the U.S. is to split the company, and for the U.S. government to pick up the bill via purchase guarantees.

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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?