Announcing General Availability of Lakehouse Federation
databricks
AUGUST 1, 2024
Today, we are excited to announce that Lakehouse Federation in Unity Catalog is now Generally Available (GA) across AWS, Azure, and GCP! Lakehouse.
Thu.Aug 01, 2024
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6 ChatGPT Prompts to Enhance your Productivity at Work
KDnuggets
AUGUST 1, 2024
Unlock your potential with these crafted 6 ChatGPT prompts designed to boost your productivity and streamline your operation workflows.
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Lakehouse Monitoring GA: Profiling, Diagnosing, and Enforcing Data Quality with Intelligence
databricks
AUGUST 1, 2024
At Data and AI Summit, we announced the general availability of Databricks Lakehouse Monitoring. Our unified approach to monitoring data and AI.
How to Freeze Panes in Excel?
Analytics Vidhya
AUGUST 1, 2024
Introduction Microsoft Excel is among the best programs for organizing and evaluating data. One of its most important features is the capacity to freeze panes. This function allows you to select certain rows or columns to keep visible while browsing the rest of your spreadsheet, making data monitoring and comparison easier. This post will look […] The post How to Freeze Panes in Excel?
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 Use MultiIndex for Hierarchical Data Organization in Pandas
KDnuggets
AUGUST 1, 2024
Let's learn how to use multiindex pandas for hierarchical data operations.
SQL vs Python: Which Language is Right for You?
Analytics Vidhya
AUGUST 1, 2024
Introduction Imagine you’re in a bustling tech startup, where two team members are sparring over the best tool to tackle their latest project. One swears by SQL, arguing that its structured queries and robust data management are the backbone of their database. The other is a Python enthusiast, convinced that its versatility and powerful libraries […] The post SQL vs Python: Which Language is Right for You?
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Data Science vs. Computer Science: A Comprehensive Guide
Analytics Vidhya
AUGUST 1, 2024
Introduction Lets place yourself in a tech conference; full of like-minded people, influential technocrats and IT enthusiasts. As you move through the crowd, you catch bits and pieces of two professionals discussing their work—one is a data scientist, who seems to be very passionate about the use of machine learning in predicting illnesses, the other […] The post Data Science vs.
Rand Paul: KOSA is not the solution for protecting children from social media
Hacker News
AUGUST 1, 2024
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Business Analyst vs. Data Analyst: A Comprehensive Comparison
Analytics Vidhya
AUGUST 1, 2024
Introduction Picture yourself in a dynamic office where two professionals are working together on a major project. The business analyst is focused on understanding the company’s goals, identifying opportunities for improvement, and ensuring that the business strategy aligns with market demands. Meanwhile, the data analyst is deep into datasets, uncovering trends, and providing actionable insights […] The post Business Analyst vs.
GitHub Models: A new generation of AI engineers building on GitHub
Hacker News
AUGUST 1, 2024
We are enabling the rise of the AI engineer with GitHub Models – bringing the power of industry leading large and small language models to our more than 100 million users directly on GitHub.
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.
Top 30 AWS Interview Questions with Answers
Analytics Vidhya
AUGUST 1, 2024
Introduction Are you preparing for an Amazon Web Services (AWS) interview? Whether you’re just starting or aiming for a senior position, this comprehensive list of questions will prepare you well for your next interview. The list includes the answers to the 30 most frequently asked AWS interview questions, that will help you get ready for […] The post Top 30 AWS Interview Questions with Answers appeared first on Analytics Vidhya.
Scientist Wants to Block the Sun to Cool the Earth
Hacker News
AUGUST 1, 2024
David Keith wants to spray a pollutant into the sky to block some sunlight. He says the benefits would outweigh the danger.
How to Add a Column in SQL?
Analytics Vidhya
AUGUST 1, 2024
Introduction In Data management, SQL is your trusty sidekick, ready to adapt and evolve alongside your business needs. Ever found yourself needing to tweak your database setup on the fly? That’s where the ALTER TABLE statement comes in! This article will walk you through the ins and outs of adding columns to an existing table […] The post How to Add a Column in SQL?
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
Accessing Mistral NeMo: Features, Applications, and Implications
Analytics Vidhya
AUGUST 1, 2024
Introduction Mistral NeMo is a pioneering open-source large language model developed by Mistral AI in collaboration with NVIDIA, designed to deliver state-of-the-art natural language processing capabilities. This model, boasting 12 billion parameters, offers a large context window of up to 128k tokens. While it’s smaller and more efficient than its predecessor, Mistral 7B, Mistral NeMo […] The post Accessing Mistral NeMo: Features, Applications, and Implications appeared first on Ana
Google uses AI to reduce stop-and-go traffic on your route
Hacker News
AUGUST 1, 2024
Learn more about Project Green Light, Google’s initiative to cut down on stop-and-go emissions.
What is the Chain of Questions in Prompt Engineering?
Analytics Vidhya
AUGUST 1, 2024
Introduction Chain of Questions has become a game-changer in prompt engineering. Imagine having a conversation where each question builds on the previous one, leading to deeper and more insightful responses. That’s exactly what this technique does with AI models. By asking interconnected questions, we can unlock detailed and comprehensive answers, making AI more effective at […] The post What is the Chain of Questions in Prompt Engineering?
A rare disorder makes people see monsters
Hacker News
AUGUST 1, 2024
A mysterious neurological condition makes faces look grotesque—and sheds new light on the inner workings of the brain.
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.
10 Ways AI PCs Will Transform Your Workplace
Analytics Vidhya
AUGUST 1, 2024
Introduction When it comes to the possibilities of the future, integrating artificial intelligence into personal computers, also known as AI PCs, is the next big thing in the workplace environment. AI PC can be defined as merging artificial intelligence and conventional computers into much more intelligent, competent, and practical tools. AI PCs improve an organization’s […] The post 10 Ways AI PCs Will Transform Your Workplace appeared first on Analytics Vidhya.
India's $45B Startup Implosion Puts Tech Future in Doubt
Hacker News
AUGUST 1, 2024
Byju’s, Paytm falter in stark reminder of the unique risks and challenges facing the country’s tech economy.
Self Hosting RAG Applications On Edge Devices with Langchain and Ollama – Part I
Analytics Vidhya
AUGUST 1, 2024
Introduction In a cozy corner of a tech enthusiast’s workshop, the quest began: could a tiny Raspberry Pi handle the power of advanced AI? This article follows that journey, showing how to transform this small device into a capable tool for smart document processing. We’ll guide you through setting up the Raspberry Pi, installing the […] The post Self Hosting RAG Applications On Edge Devices with Langchain and Ollama – Part I appeared first on Analytics Vidhya.
How I Got My Laser Eye Injury
Hacker News
AUGUST 1, 2024
It has been brought to my attention that I have never actually written this story down before, merely told it in person to many students for valuable lessons and also for laughs over cocktails.
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
ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models
Machine Learning Research at Apple
AUGUST 1, 2024
The rapid evolution of Large Language Models (LLMs) and conversational assistants necessitates dynamic, scalable, and configurable conversational datasets for training and evaluation. These datasets must accommodate diverse user interaction modes, including text and voice, each presenting unique modeling challenges. Knowledge Graphs (KGs), with their structured and evolving nature, offer an ideal foundation for current and precise knowledge.
YC closes deal with Google for dedicated compute cluster for AI startups
Hacker News
AUGUST 1, 2024
Google Cloud is giving Y Combinator startups access to a dedicated, subsidized cluster of Nvidia graphics processing units and Google tensor processing
Import a fine-tuned Meta Llama 3 model for SQL query generation on Amazon Bedrock
AWS Machine Learning Blog
AUGUST 1, 2024
Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API. Amazon Bedrock also provides a broad set of capabilities needed to build generative AI applications with security, privacy, and responsible AI practices.
Framework is looking for Linux Community Ambassadors
Hacker News
AUGUST 1, 2024
Framework is looking for Linux Community Ambassadors! We are looking for active members of the Linux community who frequently visit Linux and open-source events throughout the year to help us connect with the larger Linux community. Our volunteer ambassadors will attend local Linux and open-source events, meet with other Framework laptop users and potential community members, answer questions, gather feedback, and showcase Framework laptops and parts to those interested.
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.
Decline in data for AI bots to scrape
FlowingData
AUGUST 1, 2024
The Data Provenance Initiative audited 14,000 web domains to see how sites currently restrict scraping for the purpose of adding to AI datasets like C4, RefinedWeb, and Dolma. Sites are putting up more barriers : Our longitudinal analyses show that in a single year (2023-2024) there has been a rapid crescendo of data restrictions from web sources, rendering ~5%+ of all tokens in C4, or 28%+ of the most actively maintained, critical sources in C4, fully restricted from use.
Flux: Open-source text-to-image model with 12B parameters
Hacker News
AUGUST 1, 2024
We are excited to introduce Flux, the largest SOTA open source text-to-image model to date, brought to you by Black Forest Labs—the original team behind Stable Diffusion. Flux pushes the boundaries of creativity and performance with an impressive 12B parameters, delivering aesthetics reminiscent of Midjourney.
How Internet Providers Are Using AI and Data Analytics To Help Customers
Smart Data Collective
AUGUST 1, 2024
Explore how AI and data analytics are revolutionizing internet providers' approaches to customer satisfaction and service efficiency!
Stable Fast 3D: Rapid 3D Asset Generation from Single Images
Hacker News
AUGUST 1, 2024
We are excited to introduce Stable Fast 3D, Stability AI’s latest breakthrough in 3D asset generation technology. This innovative model transforms a single input image into a detailed 3D asset, setting a new standard for speed and quality in the field of 3D reconstruction.
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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