Wed.Aug 07, 2024

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How AI Is Lending a Helping Hand in the Data Security Industry

insideBIGDATA

In this feature article, Daniel D. Gutierrez, insideAInews Editor-in-Chief & Resident Data Scientist, highlights how AI is turning into the trusty sidekick that every cybersecurity hero needs. Let’s dive into how AI is shaking things up and helping keep our digital lives safe and sound.

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3 Ways of Building Python Projects using GPT-4o

KDnuggets

Learn about essential AI tools that can help you develop Python projects faster and with fewer bugs using natural language.

Python 363
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How to Enroll for 5 Days ISRO AI Free Courses?

Analytics Vidhya

Introduction As someone deeply passionate about the intersection of technology and education, I am thrilled to share that the Indian Space Research Organisation (ISRO) is offering an incredible opportunity for students interested in artificial intelligence (AI) and machine learning (ML). From August 19 to 23, ISRO will conduct a free, comprehensive online course designed to […] The post How to Enroll for 5 Days ISRO AI Free Courses?

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NumPy for Image Processing

KDnuggets

Start your journey into image processing with NumPy by learning how to import libraries, crop images, rotate and flip images, and more.

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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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Today, I Tried Wordware AI Roast, and It is Hilarious

Analytics Vidhya

Introduction Everyone knows how popular roast videos are on YouTube, but have you ever been roasted by an AI? Today, I dove headfirst into the world of AI Wordware Roast, and let me tell you, it was a hilarious, ego-shattering experience. It is like a virtual stand-up comedian with the wit of a seasoned comic […] The post Today, I Tried Wordware AI Roast, and It is Hilarious appeared first on Analytics Vidhya.

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5 Python Tips for Data Efficiency and Speed

KDnuggets

Want to write better Python code? Get one step closer with this tutorial on writing maintainable, faster, and memory-efficient Python code.

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Harnessing the Power of Databricks Mosaic AI for Image Generation at Rolls-Royce

databricks

Rolls-Royce has witnessed the transformative power of the Databricks Data Intelligence Platform in various AI projects. One example is a collaboration between Rolls-Royce.

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Queue in Python: An In-Depth Guide

Analytics Vidhya

Introduction Imagine you are standing in front of a supermarket waiting for your turn to buy concert tickets of your favourite artist. All go to the line formation and move from the line at the front of it. Computer scientists call this orderliness a queue, which follows the First In, First Out (FIFO) policy. Programmers […] The post Queue in Python: An In-Depth Guide appeared first on Analytics Vidhya.

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Trend Micro Strengthens AI Deployments for Enterprises and Governments with NVIDIA AI Enterprise

insideBIGDATA

Trend Micro Incorporated (TYO: 4704; TSE: 4704) has launched multiple efforts to shape the future of AI implementation by enterprises and governments. The new solution, included in Trend Micro's Vision One™ Sovereign Private Cloud — powered by NVIDIA NIM microservices, part of the NVIDIA AI Enterprise software platform — will allow organizations to maximize the potential of the AI era while maintaining business resilience.

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Airflow Alternatives for Data Orchestration

Analytics Vidhya

Introduction Apache Airflow is a crucial component in data orchestration and is known for its capability to handle intricate workflows and automate data pipelines. Many organizations have chosen it due to its flexibility and strong scheduling capabilities. Yet, as data requirements change, Airflow’s lack of scalability, real-time processing capabilities, and setup complexity may lead to […] The post Airflow Alternatives for Data Orchestration appeared first on Analytics Vidhya.

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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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From Train-Test to Cross-Validation: Advancing Your Model’s Evaluation

Machine Learning Mastery

Many beginners will initially rely on the train-test method to evaluate their models. This method is straightforward and seems to give a clear indication of how well a model performs on unseen data. However, this approach can often lead to an incomplete understanding of a model’s capabilities. In this blog, we’ll discuss why it’s important […] The post From Train-Test to Cross-Validation: Advancing Your Model’s Evaluation appeared first on MachineLearningMastery.com

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What I Saw in the Darién Gap

Hacker News

The Darién Gap was once considered impassable. Now hundreds of thousands of migrants are risking treacherous terrain, violence, hunger, and disease to travel through the jungle to the United States.

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Improve AI assistant response accuracy using Knowledge Bases for Amazon Bedrock and a reranking model

AWS Machine Learning Blog

AI chatbots and virtual assistants have become increasingly popular in recent years thanks the breakthroughs of large language models (LLMs). Trained on a large volume of datasets, these models incorporate memory components in their architectural design, allowing them to understand and comprehend textual context. Most common use cases for chatbot assistants focus on a few key areas, including enhancing customer experiences, boosting employee productivity and creativity, or optimizing business pr

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NASA Says Boeing Starliner Astronauts May Fly Home on SpaceX in 2025

Hacker News

The agency had insisted for a couple of months that it was confident that Suni Williams and Butch Wilmore would return on Starliner.

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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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Automate the machine learning model approval process with Amazon SageMaker Model Registry and Amazon SageMaker Pipelines

AWS Machine Learning Blog

Innovations in artificial intelligence (AI) and machine learning (ML) are causing organizations to take a fresh look at the possibilities these technologies can offer. As you aim to bring your proofs of concept to production at an enterprise scale, you may experience challenges aligning with the strict security compliance requirements of their organization.

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Judge Fines Ripple $125M, Bans Future Securities Law Violations

Hacker News

The SEC appeared likely to appeal the overall case.

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Two kinds of bar charts

FlowingData

Michael Correll describes two kinds of bar charts in the world. The first kind shows counts where you can apply a visual metaphor of stacking things. The more you stack, the higher the bar gets. The second kind shows aggregates, such as mean and median. Correll argues you should only use bar charts with stackable values. Otherwise, use something else.

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Official Puppeteer Support for Firefox

Hacker News

Puppeteer 23 now supports Firefox, simplifying browser automation and testing across both Chrome and Firefox.

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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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Why Polars Destroy Pandas in All Possible Ways for Data Scientists?

Towards AI

Last Updated on August 8, 2024 by Editorial Team Author(s): Lazar Gugleta Originally published on Towards AI. One of the first Data Science libraries, Pandas, has been improving the lives of many developers across the globe, but Polars shows it is time to move on. Pandas needs no introduction, but this article will dive deep into answering the question of why Polars is better than Pandas (even the Author of Pandas agrees).

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Django 5.1 Released

Hacker News

Posted by Natalia Bidart on August 7, 2024

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From Solo Notebooks to Collaborative Powerhouse: VS Code Extensions for Data Science and ML Teams

Towards AI

Last Updated on August 8, 2024 by Editorial Team Author(s): Gift Ojeabulu Originally published on Towards AI. From Solo Notebooks to Collaborative Powerhouse: VS Code Extensions for Data Science and ML Teams Photo by Parabol | The Agile Meeting Toolbox on Unsplash In this article, we will explore the essential VS Code extensions that enhance productivity and collaboration for data scientists and machine learning (ML) engineers.

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Tony Hawk's Pro Strcpy

Hacker News

Tony Hawk's Pro Strcpy: A game save and RCE exploit for the Tony Hawk game series that can be used to hack Xbox, Playstation 2, Gamecube, and Xbox 360 consoles.

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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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How two software companies are using IBM watsonx for their enterprise generative AI solutions

IBM Journey to AI blog

In the year since we unveiled IBM’s enterprise generative AI (gen AI) and data platform, we’ve collaborated with numerous software companies to embed IBM watsonx™ into their apps, offerings and solutions. By equipping partners with the latest gen AI technologies, expertise and support, we’re helping them make an impact across industries, including financial services , IT , sales, business intelligence and sports.

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Robot Dog with Gun Turret for Hunting Aerial Drones Being Tested by Army

Hacker News

A rifle-toting “robot dog” has become one of the latest additions to the ever-expanding array of concepts the U.S. military is exploring to help protect friendly forces from drones.

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Beyond LLMs: Compounds Systems, Agents, and Whole AI Products

Towards AI

Author(s): Adel Zaalouk Originally published on Towards AI. A Framework for Building Great AI Products Introduction The other day, I found myself reflecting on a classic concept that I was taught in business school, Maslow’s hierarchy of needs, a simple but powerful framework for understanding human motivation, with basic physiological needs at the foundation (air, food, water, shelter, sleep, clothing,…) and the pursuit of self-actualization at the pinnacle. sketchplanations.com This got me thi

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Is it time to version observability?

Hacker News

Augh! I am so behind on so much writing, I’m even behind on writing s**t that I need to reference in order to write other pieces of writing. Like this one. So we’re just gonna do this quick and dirty on the personal blog, and not bother bringing it up to the editorial standards of.

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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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Proving Physical Product Authenticity with Cryptographic Invisible Signatures

Dataconomy

In the digital age, where authenticity and ownership are paramount, the concept of cryptographic invisible signatures has emerged as a powerful tool. While most commonly associated with protecting digital art and media , this technology is now revolutionizing the world of physical products, particularly in the fight against counterfeiting. This is not a “victimless crime,” either, as some would suggest.

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A Texas DNA Lab Cracked the 1995 Murder of Catherine Edwards

Hacker News

The killing of Catherine Edwards, in Beaumont, long remained unsolved. Then came Othram, a forensic genetic genealogy start-up whose breakthroughs in DNA technology are helping law enforcement to identify bodies and solve decades-old murders and rapes.

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Ensuring AI-Ready Data

The Data Administration Newsletter

Being an AI-ready organization involves identifying and then overcoming data issues that hinder the effective use of AI and generative AI. These organizations ensure their data is prepared for AI applications including data cleansing, normalization, and data integrity. Collaboration across various teams, including IT, data science, and business units, is essential to produce AI-ready data.

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macOS Sequoia makes it harder to run not notarized or signed apps

Hacker News

macOS Sequoia is introducing a small change to the way certain apps can be opened, bringing new protection but also potentially annoyance too.

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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?