Tools Every Data Scientist Should Know: A Practical Guide
KDnuggets
JULY 12, 2024
Discover the essential tools every data scientist should know to elevate their data science game, from Python and R to SQL and advanced visualization tools.
Fri.Jul 12, 2024
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No Code Machine Learning for Non-CS Background
Analytics Vidhya
JULY 12, 2024
Introduction The recent decade has witnessed a massive surge in the application of Machine learning techniques. There is a continuous rise of application of machine learning techniques in nearly all domains, including research, education, environment, social science, businesses, service providers, production, manufacturing, supply chain, healthcare, biochemistry, biotechnology, and many more.
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Patronus AI x Databricks: Training Models for Hallucination Detection
databricks
JULY 12, 2024
Hallucinations in large language models (LLMs) occur when models produce responses that do not align with factual reality or the provided context. This.
AI Agents: A Deep Dive into LangChain’s Agent Framework
Analytics Vidhya
JULY 12, 2024
Introduction LangChain has become a potent toolset for creating complex AI applications in the rapidly developing field of artificial intelligence. One of its most intriguing aspects is the agent architecture, which enables programmers to design intelligent systems that can reason, make decisions, and take independent action. As we look closer into this exciting realm, discover […] The post AI Agents: A Deep Dive into LangChain’s Agent Framework appeared first on Analytics Vidhya.
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.
How To Debug Running Docker Containers
KDnuggets
JULY 12, 2024
Debugging Docker containers is an essential skill when working with containerized applications. Let’s explore the different ways to debug Docker containers.
What are Delimiters in Prompt Engineering?
Analytics Vidhya
JULY 12, 2024
Introduction Imagine you’re a master chef preparing a complex, multi-course meal. Each ingredient needs to be perfectly measured, each dish meticulously timed, and every step flawlessly executed. In the world of AI, prompt engineering is like this culinary art, and delimiters are your essential tools. Just as precise measurements and clear instructions ensure a delicious […] The post What are Delimiters in Prompt Engineering?
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Understanding Hit Rate, MRR, and MMR Metrics
Analytics Vidhya
JULY 12, 2024
Introduction Imagine you’re at a bookstore looking for the perfect book. You want recommendations that are not only on your favorite genre but also varied enough to introduce you to new authors. Retrieval-Augmented Generation systems work similarly by combining the strengths of finding relevant information and generating creative responses. To measure how well these systems […] The post Understanding Hit Rate, MRR, and MMR Metrics appeared first on Analytics Vidhya.
Solo.io Announces Gloo AI Gateway to Address Growing Demand for AI-Driven Use Cases in Application Development
insideBIGDATA
JULY 12, 2024
Solo.io, a leading cloud-native application networking company, announced the release of Gloo AI Gateway, which is designed to meet the emerging use case of accelerating AI innovation.
LangGraph: Revolutionizing AI Agent Development and Execution
Analytics Vidhya
JULY 12, 2024
Introduction Artificial intelligence (AI) is a rapidly developing field. As a result, language models have advanced to a point where AI agents are able to perform complex tasks and make complex decisions. However, as these agents’ skills have grown, the infrastructure that supports them has found it difficult to keep up. Presenting LangGraph, a revolutionary […] The post LangGraph: Revolutionizing AI Agent Development and Execution appeared first on Analytics Vidhya.
Follow the Crypto
Hacker News
JULY 12, 2024
Follow the cryptocurrency industry’s influence on 2024 elections in the United States.
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.
What is Self-Consistency in Prompt Engineering?
Analytics Vidhya
JULY 12, 2024
Introduction Have you ever wondered what it takes to communicate effectively with today’s most advanced AI models? As Large Language Models (LLMs) like Claude, GPT-3, and GPT-4 become more sophisticated, how we interact with them has evolved into a precise science. No longer just an art, creating effective prompts has become essential to harnessing the […] The post What is Self-Consistency in Prompt Engineering?
AT&T says criminals stole phone records of 'nearly all' customers in data breach
Hacker News
JULY 12, 2024
The stolen data includes 110 million AT&T customer phone numbers, calling and text records, and some location-related data.
Genealogy of technology and power from the 1500s to present
FlowingData
JULY 12, 2024
Kate Crawford and Vladan Joler created a comprehensive view in Calculating Empires. Calculating Empires takes Donna Haraway’s provocation literally that we need to map the “informatics of domination.” The technologies of today are the latest manifestations of a long line of entangled systems of knowledge and control. This is the purpose of our visual genealogy: to show the complex interplay of systems of power, information, and circumstance across terrain and time, in order to imagine how
What Could Explain the Gallium Anomaly?
Hacker News
JULY 12, 2024
Physicists have ruled out a mundane explanation for the strange findings of an old Soviet experiment, leaving open the possibility that the results point to a new fundamental particle.
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
On Stochastic Parrots: Paper Review
Towards AI
JULY 12, 2024
Last Updated on July 13, 2024 by Editorial Team Author(s): Ayo Akinkugbe Originally published on Towards AI. Photo by David Clode on Unsplash Introduction A stochastic parrot is a metaphor often used to describe Artificial Intelligence, specifically language models. Parrots are known to mimic human language. Parrots learn to speak human language and then try to have conversations with humans, but do parrots understand what they speak?
Peer review is essential for science. Unfortunately, it's broken
Hacker News
JULY 12, 2024
There's no incentive to fix the system, which was never designed to catch fraud anyway.
Data Integrity vs. Data Quality: How Are They Different?
Precisely
JULY 12, 2024
Data can be your organization’s most valuable asset, but only if it’s data you can trust. When companies work with data that is untrustworthy for any reason, it can result in incorrect insights, skewed analysis, and reckless recommendations to become data integrity vs data quality. Two terms can be used to describe the condition of data: data integrity and data quality.
CISA broke into a US federal agency, and no one noticed for a full 5 months
Hacker News
JULY 12, 2024
Red team exercise revealed a score of security fails
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.
AI Meets Simplicity At Pure Accelerate 2024
MoorInsights for Forbes
JULY 12, 2024
At its Accelerate 2024 conference, Pure Storage combined the industrywide theme of AI with a pragmatic focus on the challenges facing enterprise IT organizations.
Hackers Steal Phone, SMS Records for Nearly All AT&T Customers
Hacker News
JULY 12, 2024
AT&T Corp. disclosed today that a new data breach has exposed phone call and text message records for roughly 110 million people — nearly all of its customers. AT&T said it delayed disclosing the incident in response to “national security and public safety concerns,” noting that some of the records included data that could be used to determine where a call was made or text message sent.
IBM Goes For The Grand Slam At Wimbledon With New AI App Features
MoorInsights for Forbes
JULY 12, 2024
IBM uses its AI technology at Wimbledon and other prestige sporting events to deliver new features for fans while demonstrating real-world applications of its technology.
Ex-Meta scientists debut gigantic AI protein design model
Hacker News
JULY 12, 2024
EvolutionaryScale’s protein language model — among the largest AI models in biology — has created new fluorescent proteins and won big investment. EvolutionaryScale’s protein language model — among the largest AI models in biology — has created new fluorescent proteins and won big investment.
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
RAG (Retrieval Augmented Generation) Architecture for Data Quality Assessment
Dataversity
JULY 12, 2024
A large language model (LLM) is a type of artificial intelligence (AI) solution that can recognize and generate new content or text from existing content. It is estimated that by 2025, 50% of digital work will be automated through these LLM models. At their core, LLMs are trained on large amounts of content and data, and the architecture […] The post RAG (Retrieval Augmented Generation) Architecture for Data Quality Assessment appeared first on DATAVERSITY.
SpaceX's unmatched streak of perfection with the Falcon 9 rocket is over
Hacker News
JULY 12, 2024
An investigation into the engine failure could delay SpaceX's upcoming crew launches.
How to Create a Real-Time Language Translation Service with AssemblyAI and DeepL in JavaScript
AssemblyAI
JULY 12, 2024
Translations are vital for communication and accessibility. Imagine a non-English-speaking tourist in an English-speaking country. If they can't translate the words of the locals, they might struggle to communicate. However, the tourist can't manually type the words into a translator since they don't speak English. With AssemblyAI's Streaming Speech-to-Text , the tourist can transcribe the speech in real time and use a translation service like DeepL to translate into their la
Deno 1.45: Workspace and Monorepo Support
Hacker News
JULY 12, 2024
Deno 1.45 introduces workspaces and monorepo support, improved Node.js compatibility, updates to `deno install`, the new `deno init --lib` command, deprecation of `deno vendor`, Standard Library stabilization, upgrades to V8 12.7 and TypeScript 5.5.2, and more.
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.
Data-centric AI with Snorkel and MinIO
Snorkel AI
JULY 12, 2024
The following was originally published by MinIO. We have republished it here with permission. With all the talk in the industry today regarding large language models with their encoders, decoders, multi-headed attention layers, and billions (soon trillions) of parameters, it is tempting to believe that good AI is the result of model design only. Unfortunately, this is not the case.
MASt3R – Matching and Stereo 3D Reconstruction
Hacker News
JULY 12, 2024
Built upon the breakthrough 3D reconstruction framework DUSt3R, the new model ‘MASt3R’ provides metric 3D reconstruction and dense local feature maps capable of handling thousands of images.
Data-centric AI with Snorkel and MinIO
Snorkel AI
JULY 12, 2024
The following was originally published by MinIO. We have republished it here with permission. With all the talk in the industry today regarding large language models with their encoders, decoders, multi-headed attention layers, and billions (soon trillions) of parameters, it is tempting to believe that good AI is the result of model design only. Unfortunately, this is not the case.
AI Integration Is Coming to Firefox
Hacker News
JULY 12, 2024
Firefox is testing AI integration with its development build. Let's take a look.
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?
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