insideBIGDATA
JULY 25, 2024
Despite growing interest and enthusiasm for Generative AI (GenAI), significant challenges are emerging that threaten the success of GenAI projects, according to a co-sponsored research report from Enterprise Strategy Group (ESG) and Hitachi Vantara, the data storage, infrastructure, and hybrid cloud management subsidiary of Hitachi, Ltd. (TSE: 6501).
Analytics Vidhya
JULY 25, 2024
Introduction In the not-so-distant past, the idea of having a personal AI assistant felt like something out of a sci-fi movie. Picture a tech-savvy inventor named Alex, who dreamed of having a smart companion to answer questions and provide insights, without relying on the cloud or third-party servers. With advancements in small language models (SLMs), […] The post How to Build Your Personal AI Assistant with Huggingface SmolLM?
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KDnuggets
JULY 25, 2024
Learn how to navigate and manage your filesystem with Python's built-in pathlib module.
Analytics Vidhya
JULY 25, 2024
Introduction Artificial intelligence has recently seen a surge of interest in AI agents – autonomous software entities capable of perceiving their environment, making decisions, and taking action to achieve specific objectives. These agents often incorporate more advanced planning, reasoning, and adaptation capabilities than traditional reinforcement learning models.
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?
Machine Learning Mastery
JULY 25, 2024
AutoML is a tool designed for both technical and non-technical experts. It simplifies the process of training machine learning models. All you have to do is provide it with the dataset, and in return, it will provide you with the best-performing model for your use case. You don’t have to code for long hours or […] The post Introduction to AutoML: Automating Machine Learning Workflows appeared first on MachineLearningMastery.com.
Analytics Vidhya
JULY 25, 2024
Introduction Have you ever been captivated by stunning digital art and wondered how it’s crafted? The secret lies in something called noise schedules. Intrigued? You should be! Noise schedules play a crucial role in the steady diffusion process, dictating how noise is added and removed from data during both forward and reverse processes. This article […] The post What are Noise Schedules in Stable Diffusion?
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Analytics Vidhya
JULY 25, 2024
Introduction Imagine you are conducting a study to determine whether a new drug effectively reduces blood pressure. You administer the drug to a group of patients and compare their results to a control group receiving a placebo. You analyze the data and conclude that the new drug significantly reduces blood pressure when, in reality, it […] The post What’s the Difference Between Type I and Type II Errors ?
Machine Learning Research at Apple
JULY 25, 2024
This paper was accepted at the NeurIPS Datasets and Benchmarks Workshop at NeurIPS 2024 We introduce DataComp for Language Models (DCLM), a testbed for controlled dataset experiments with the goal of improving language models. As part of DCLM, we provide a standardized corpus of 240T tokens extracted from Common Crawl, effective pretraining recipes based on the OpenLM framework, and a broad suite of 53 downstream evaluations.
Analytics Vidhya
JULY 25, 2024
Introduction Try to think of yourself as a student entering the first day at a new school. You are learning with enthusiasm but there are so many things which are new to you and this easily leads to the mistakes. The AI same is somewhat like that for a beginner – the world is interesting […] The post Avoid These 5 Common Mistakes in AI that Every Novice Makes appeared first on Analytics Vidhya.
Hacker News
JULY 25, 2024
Southwest is under pressure to drum up revenue from an oversupplied U.S. market and an activist investor.
Speaker: Tamara Fingerlin, Developer Advocate
In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!
Analytics Vidhya
JULY 25, 2024
Introduction Imagine waking up to the smell of smoke, heart racing as you ensure your family’s safety. Early detection is crucial, and “Flame Guardian,” a deep learning-powered fire detection system, aims to make a life-saving difference. This article guides you through creating this technology using CNNs and TensorFlow, from data gathering and augmentation to model […] The post Flame Guardian: Developing a Deep Learning-Based Fire Detection System appeared first on Analy
Hacker News
JULY 25, 2024
Vast new holdings of grain, natural gas and oil suggest trouble ahead
Analytics Vidhya
JULY 25, 2024
In this session of Leading with Data, we have the honor of hosting Dr. Geetha Manjunath, the Founder and CEO of Niramai Analytix. With a distinguished career spanning over 25 years, Dr. Geetha has made significant strides in the field of artificial intelligence and healthcare. Holding a PhD from the Indian Institute of Science and […] The post From Tech Innovator to Healthcare Pioneer: Dr.
Hacker News
JULY 25, 2024
Keys were labeled "DO NOT TRUST." Nearly 500 device models use them anyway.
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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.
Analytics Vidhya
JULY 25, 2024
Introduction Vector databases are specialized databases that store data as high-dimensional vectors. These vectors serve as mathematical representations of features or attributes, with dimensions ranging from tens to thousands based on the complexity of the data. They are designed to manage high-dimensional data that traditional Database Management Systems (DBMS) struggle to handle effectively.
Hacker News
JULY 25, 2024
A big boost to the open-source community and an inspiration to other public sectors!
Analytics Vidhya
JULY 25, 2024
Introduction Imagine that you are about to produce a Python package that has the potential to completely transform the way developers and data analysts assess their models. The trip begins with a straightforward concept: a flexible RAG evaluation tool that can manage a variety of metrics and edge circumstances. You’ll go from initializing your package […] The post How to Build a RAG Evaluator Python Package with Poetry?
Hacker News
JULY 25, 2024
Smartphones are trust blockers for parents
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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?
AWS Machine Learning Blog
JULY 25, 2024
As conversational artificial intelligence (AI) agents gain traction across industries, providing reliability and consistency is crucial for delivering seamless and trustworthy user experiences. However, the dynamic and conversational nature of these interactions makes traditional testing and evaluation methods challenging. Conversational AI agents also encompass multiple layers, from Retrieval Augmented Generation (RAG) to function-calling mechanisms that interact with external knowledge sources
Hacker News
JULY 25, 2024
The nation’s Supreme Court ruled governments could act to limit “visual pollution” and citizens could “opt out of unwanted advertising.
DeepMind
JULY 25, 2024
Breakthrough models AlphaProof and AlphaGeometry 2 solve advanced reasoning problems in mathematics
Hacker News
JULY 25, 2024
Would your rather observe an eclipse through a pair of new Ray-Bans, or a used Shade 12 welding helmet? Undoubtably the Aviators are more fashionable, but the permanent retinal damage sucks. Fetch the trusty welding helmet. We’ve made a number of security choices when building Canary that have held us in pretty good stead.
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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.
Smart Data Collective
JULY 25, 2024
Mastering data governance in a multi-cloud environment is key! Delve into best practices for seamless integration, compliance, and data quality management.
Hacker News
JULY 25, 2024
It’s like an emergency FaceTime.
AWS Machine Learning Blog
JULY 25, 2024
Implementing hardware resiliency in your training infrastructure is crucial to mitigating risks and enabling uninterrupted model training. By implementing features such as proactive health monitoring and automated recovery mechanisms, organizations can create a fault-tolerant environment capable of handling hardware failures or other issues without compromising the integrity of the training process.
Hacker News
JULY 25, 2024
Even unstimulating coffee has stimulating chemistry.
Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com
Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.
AWS Machine Learning Blog
JULY 25, 2024
Amazon Q Business is a fully managed, generative artificial intelligence (AI)-powered assistant that helps enterprises unlock the value of their data and knowledge. With Amazon Q, you can quickly find answers to questions, generate summaries and content, and complete tasks by using the information and expertise stored across your company’s various data sources and enterprise systems.
Hacker News
JULY 25, 2024
A critical flaw in some versions of Docker Engine can be exploited to bypass authorization plugins (AuthZ) under specific circumstances. A vulnerability, tracked as CVE-2024-41110 (CVSS score of 10.0), in certain versions of Docker Engine can allow an attacker to bypass authorization plugins (AuthZ) under specific circumstances. “An attacker could exploit a bypass using an API request with Content-Length set to 0, causing the Docker daemon to forward the request without the body to the Aut
Data Science Connect
JULY 25, 2024
Posit (formerly RStudio) is an open-source data science company focused on empowering data scientists by providing tools and solutions for R and Python. Their products include the RStudio IDE, Shiny, and various cloud-based and enterprise solutions designed to facilitate data analysis, collaboration, and deployment. Posit emphasizes community involvement and offers extensive educational resources, including training programs and conferences.
Hacker News
JULY 25, 2024
For decades, people have tried to bring mass production methods to housing: to build houses the way we build cars. While no one has succeeded, arguably the man that came closest to becoming “the Henry Ford of homebuilding” was William Levitt, with his company Levitt and Sons. Levitt is most famous for building “Levittowns,” developments of thousands of homes built rapidly in the 1940s, ‘50s, and ‘60s.
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Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.
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