databricks
JULY 8, 2024
We are proud to announce two new analyst reports recognizing Databricks in the data engineering and data streaming space: IDC MarketScape: Worldwide Analytic.
insideBIGDATA
JULY 8, 2024
Science lies at the heart of the annual Supercomputing conference, and the Technical Program is one of the most important and challenging aspects of the conference. To learn more about what this program does, as well as the scientific vision that drives every decision within the program, here’s an interview with SC24 Technical Program Chair Guillaume Pallez (Inria) and Vice Chair Judith Hill (LLNL).
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KDnuggets
JULY 8, 2024
Text preprocessing is an important step in NLP. Let's learn how to use the Hugging Face Tokenizers Library to preprocess text data.
databricks
JULY 8, 2024
The Prodvana team joins Databricks to support new innovations in the Data Intelligence Platform infrastructure. Learn more about the vision and what's ahead.
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.
Analytics Vidhya
JULY 8, 2024
Introduction Prompt engineering is key to dealing with large language models (LLMs) such as GPT-4. “Temperature,” one of the most important prompt engineering parameters, greatly impacts the model’s behavior and output. This article examines the idea of temperature in prompt engineering, defines it, outlines its operation, and provides practical advice on utilizing it to modify […] The post What is Temperature in Prompt Engineering?
KDnuggets
JULY 8, 2024
Docker tags are important for managing and versioning Docker images. This tutorial will teach you how to use Docker tags effectively.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
KDnuggets
JULY 8, 2024
Learn all about introductory statistics with this collection of tutorials from our sister site Statology.
Analytics Vidhya
JULY 8, 2024
Introduction Google’s Gemma family of language models, renowned for their efficiency and performance, has recently welcomed Gemma 2. This latest iteration introduces two models: a 27 billion parameter version that matches the performance of larger models like Llama 3 70B with significantly lower processing requirements, and a 9 billion parameter version that surpasses the Llama […] The post Gemma 2: Successor to Google Gemma Family of Large Language Models appeared first on Analytics
KDnuggets
JULY 8, 2024
Check out these 6 courses to get your foot into the computer science world!
Analytics Vidhya
JULY 8, 2024
Introduction Innovation and creativity frequently cross paths in programming languages in surprising ways. One such instance is the computer language Rajini++, which drew inspiration from the well-known lines of South Indian movie star Rajinikanth. Aadhithya Sankar’s playful and distinctive esoteric programming language Rajini++ (or Rajinipp) is a tribute to the iconic actor.
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.
insideBIGDATA
JULY 8, 2024
A new report was published by Boston Consulting Group (BCG). Titled AI at Work: Friend and Foe, the study follows the firm’s inaugural AI at Work survey from last year and is based on a global survey of more than 13,000 employees in 15 countries and regions conducted by BCG X, BCG’s tech build and design division. The survey’s respondents range from executive suite leaders to frontline employees who do not hold managerial positions, although most respondents work in office-based roles.
Analytics Vidhya
JULY 8, 2024
Introduction Biological neurons are pivotal in artificial neural network research, mirroring the intricate structures responsible for brain functions. Soma, axons, dendrites, and synapses are part of neurons that help process information. McCulloch-Pitts Neuron is an early computational model that simulates the basic operations of these biological units.
Hacker News
JULY 8, 2024
A revolution in archaeology is transforming our picture of past populations and the scope of human freedoms
Analytics Vidhya
JULY 8, 2024
Introduction Python IDLE is a very helpful tool which helps to develop, debug and run Python code easily. It is useful for programmers of all experience levels due to an interactive shell, syntax highlighting, auto-completion, and an integrated debugger. This article includes the general description of functionality, setup, and real-life implementation of the described concept. […] The post What is Python IDLE?
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
Hacker News
JULY 8, 2024
We are working on a new scheme to replace the GRUB bootloader with a fast, secure, Linux-based, user-space solution: nmbl (for no more boot loader). Most people are familiar with GRUB, a powerful, flexible, fully-featured bootloader that is used on multiple architectures (x86_64, aarch64, ppc64le OpenFirmware). Although GRUB is quite versatile and capable, its features create complexity that is difficult to maintain, and that both duplicate and lag behind the Linux kernel while also creating num
Analytics Vidhya
JULY 8, 2024
Introduction Have you ever wondered how some AI systems seem to pull up just the right information and weave it into their answers as if they were chatting with an expert? That’s the magic of the Retrieval-Augmented Generation (RAG). RAG represents a powerful advancement in natural language processing, effectively merging the strengths of generative and […] The post Graph RAG: Enhancing Retrieval-Augmented Generation with Graph Structures appeared first on Analytics Vidhya.
Hacker News
JULY 8, 2024
A fast, open-source voice assistant powered by Groq, Cartesia, and Vercel.
Analytics Vidhya
JULY 8, 2024
Introduction Power BI is a freely available tool from Microsoft for business analytics. It helps you visualize data and seamlessly share the insights from it with stakeholders. Whether you’re a data scientist, an analyst, or a business user, Power BI is a must-know tool that can make your work a lot easier. It allows you […] The post How to Install Power BI Desktop appeared first on Analytics Vidhya.
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.
Hacker News
JULY 8, 2024
Office vacancies in San Francisco hit another record in the second quarter, and rent prices fell to their lowest since 2015, according to Cushman & Wakefield.
Analytics Vidhya
JULY 8, 2024
Introduction Meta AI (formerly Facebook AI) has introduced a revolutionary AI model called SAM (Segment Anything Model), representing a significant leap forward in computer vision and image segmentation technology. This article explores SAM’s features, capabilities, potential applications, and implications for various industries. Overview What is SAM?
Hacker News
JULY 8, 2024
Plus a 50 percent discount for users who buy the apps.
AWS Machine Learning Blog
JULY 8, 2024
Eviden is a next-gen technology leader in data-driven, trusted, and sustainable digital transformation. With a strong portfolio of patented technologies and worldwide leading positions in advanced computing, security, AI, cloud, and digital platforms, Eviden provides deep expertise for a multitude of industries in more than 47 countries. Eviden is an AWS Premier partner , bringing together 47,000 world-class talents and expanding the possibilities of data and technology across the digital contin
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
Hacker News
JULY 8, 2024
By chaining various messaging APIs in browsers and browser extensions, I demonstrate how we can jump from web pages to “universal code execution”, breaking both Same Origin Policy and the browser sandbox. I provide two new vulnerability disclosures affecting millions of users as examples. In addition, I demonstrate how such vulnerabilities can be discovered at scale with a combination of large dataset queries and static code analysis.
AWS Machine Learning Blog
JULY 8, 2024
Stable Diffusion XL by Stability AI is a high-quality text-to-image deep learning model that allows you to generate professional-looking images in various styles. Managed versions of Stable Diffusion XL are already available to you on Amazon SageMaker JumpStart (see Use Stable Diffusion XL with Amazon SageMaker JumpStart in Amazon SageMaker Studio ) and Amazon Bedrock (see Stable Diffusion XL in Amazon Bedrock ), allowing you to produce creative content in minutes.
Hacker News
JULY 8, 2024
What if you could never turn off motion smoothing?
AWS Machine Learning Blog
JULY 8, 2024
This blog post is co-written with Qaish Kanchwala from The Weather Company. As industries begin adopting processes dependent on machine learning (ML) technologies, it is critical to establish machine learning operations (MLOps) that scale to support growth and utilization of this technology. MLOps practitioners have many options to establish an MLOps platform; one among them is cloud-based integrated platforms that scale with data science teams.
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.
Hacker News
JULY 8, 2024
It's still bare-bones by most standards, but Notepad has evolved a lot recently.
Towards AI
JULY 8, 2024
Last Updated on July 8, 2024 by Editorial Team Author(s): Aditya Mohan Originally published on Towards AI. Photo by Google DeepMind on Unsplash Heterogeneous computing refers to machines with more than one “kind” of computing “core”. The computing cores can be CPUs, GPUs, TPUs, and many other accelerators that are being developed every day. These specialized “cores” can also be called ASIC an abbreviation for “Application-Specific Integrated Circuit”.
Hacker News
JULY 8, 2024
Plausible is a lightweight and open-source Google Analytics alternative. Your website data is 100% yours and the privacy of your visitors is respected.
Gil Press for Forbes
JULY 8, 2024
The Israeli Quantum Computing Center is a first of its kind globally, integrating different types of quantum computers with supercomputers and NVIDIA DGX Quantum.
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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