insideBIGDATA
JUNE 13, 2024
Our friends over at Pax8, a leading cloud commerce marketplace, released a new global report in collaboration with Microsoft and Channelnomics on the AI buying trends of Small and Midsize Businesses (SMBs).
Analytics Vidhya
JUNE 13, 2024
Introduction Large language models (LLMs) have revolutionized natural language processing (NLP), enabling various applications, from conversational assistants to content generation and analysis. However, working with LLMs can be challenging, requiring developers to navigate complex prompting, data integration, and memory management tasks. This is where Langchain comes into play, a powerful open-source Python framework designed to […] The post A Comprehensive Guide on Langchain appeared fir
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KDnuggets
JUNE 13, 2024
Want to build APIs with Python? Learn how to do so using FastAPI with this step-by-step tutorial.
databricks
JUNE 13, 2024
We are excited to announce that we are open sourcing Unity Catalog, the industry’s first open source catalog for data and AI governance.
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.
KDnuggets
JUNE 13, 2024
Data privacy has been a long-standing issue that continues to challenge the data industry. Let’s understand how rapid developments in the world of AI have elevated data privacy concerns.
databricks
JUNE 13, 2024
Today, we are excited to announce Databricks LakeFlow, a new solution that contains everything you need to build and operate production data pipelines.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
databricks
JUNE 13, 2024
At Databricks, our mission is to democratize data + AI. An open approach to sharing and collaboration is critical to maximize reach and.
Analytics Vidhya
JUNE 13, 2024
Introduction This article offers a thorough tutorial on how to delete files in Python using a variety of modules and approaches. It goes over simple techniques like using os.remove() and os.unlink(), more complex techniques like pathlib.Path.unlink() and shutil.rmtree() for directories, and safer options like send2trash for putting files in the recycling bin.
Machine Learning Mastery
JUNE 13, 2024
Stable Diffusion can generate an image based on your input. There are many models that are similar in architecture and pipeline, but their output can be quite different. There are many ways to adjust their behavior, such as when you give a prompt, the output will be in a certain style by default. LoRA is […] The post Fine-Tuning Stable Diffusion with LoRA appeared first on MachineLearningMastery.com.
Analytics Vidhya
JUNE 13, 2024
Introduction With the advancements in Artificial Intelligence, developing and deploying large language model (LLM) applications has become increasingly complex and demanding. To address these challenges, let’s explore LangSmith. LangSmith is a new cutting-edge DevOps platform designed to develop, collaborate, test, deploy, and monitor LLM applications.
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.
Machine Learning Research at Apple
JUNE 13, 2024
Voice assistants increasingly use on-device Automatic Speech Recognition (ASR) to ensure speed and privacy. However, due to resource constraints on the device, queries pertaining to complex information domains often require further processing by a search engine. For such applications, we propose a novel Transformer based model capable of rescoring and rewriting, by exploring full context of the N-best hypotheses in parallel.
Analytics Vidhya
JUNE 13, 2024
Introduction When working with databases and analyzing data, ranking records is very important for organizing information based on certain conditions. One ranking function called `DENSE_RANK()` is useful because it assigns ranks to rows without leaving any empty spaces or gaps. This guide explains what `DENSE_RANK()` is, how it operates, and when to use it effectively […] The post Understanding DENSE_RANK in SQL appeared first on Analytics Vidhya.
Hacker News
JUNE 13, 2024
The birth of the second calf, a female, has surprised even her own mum.
Analytics Vidhya
JUNE 13, 2024
Introduction For efficient file handling, data processing, and string manipulation in Python, mastering line breaks is a must. You can read and write files, handle data with ease, and format text output by knowing how to control and modify line breaks. This thorough tutorial covers print statements, file operations, string manipulation, and data handling situations […] The post How to Line Break in Python?
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
JUNE 13, 2024
Dream Machine is an AI model that makes high quality, realistic videos fast from text and images from Luma AI
Analytics Vidhya
JUNE 13, 2024
Introduction Google’s NotebookLM, an experimental AI-driven notebook, is designed to transform the way we interact with and utilize LLMs. Leveraging advanced language models, NotebookLM aims to help users extract valuable insights from their existing content, providing a virtual research assistant that can summarize facts, explain complex ideas, and generate new connections based on selected sources. […] The post All About Google’s NotebookLM appeared first on Analytics Vidhya.
Hacker News
JUNE 13, 2024
Even before she worked at AMD, Lisa Su was making big moves and proving to be one of PlayStation's greatest allies
Analytics Vidhya
JUNE 13, 2024
Introduction Let’s say you have a list of items like a shopping list. The ROW_NUMBER function is similar to appending numbers to the list for each item in the order you jotted them down. This means you can refer to individual entries by their digit instead of going through them again. In SQL, you work […] The post ROW_NUMBER() Function in SQL 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
JUNE 13, 2024
In France, where laws were introduced with site-blocking and similar anti-piracy measures already baked in, entertainment giant Canal+ seems intent on taking full advantage. Like similar broadcasters with lucrative sports rights to exploit, Canal+ has a subset of viewers who prefer to consume from pirate sources which charge much less, or even nothing at all.
Analytics Vidhya
JUNE 13, 2024
Introduction One of the toughest things about making powerful models in machine learning is fiddling with many levels. Hyperparameter optimization—adjusting those settings to end up with something that’s not horrible—might be the most important part of it all. In this blog post, complete with code snippets, we’ll cover what this means and how to do […] The post Hyperparameter Optimization in Machine Learning Models appeared first on Analytics Vidhya.
Hacker News
JUNE 13, 2024
A new security issue was discovered that affects the JetBrains GitHub plugin on the IntelliJ platform, which could lead to disclosure of access tokens to third-party sites. The issue affects all IntelliJ-based IDEs as of 2023.1 onwards that have the JetBrains GitHub plugin enabled and configured/in-use.
Analytics Vidhya
JUNE 13, 2024
In the latest episode of Leading with Data, we had the pleasure of hosting Matthew Honnibal, the founder of Explosion AI and creator of the widely-used spaCy NLP library. Matthew’s mission is to democratize the development of language technologies, making it accessible beyond those with advanced degrees in the field. With a prolific background in […] The post Exploring the AI Nexus with Matthew Honnibal appeared first on Analytics Vidhya.
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
JUNE 13, 2024
Instead of treating quantum particles as shape-shifters, we should think in terms of probability distributions
Machine Learning Research at Apple
JUNE 13, 2024
On-device Virtual Assistants powered by Automated Speech Recognition (ASR) require effective knowledge integration for the challenging entity-rich query recognition. In this paper, we conduct an empirical study of modeling strategies for server-side rescoring of spoken information domain queries using various categories of Language Models (N-Gram word Language Models, sub-word neural LMs).
Hacker News
JUNE 13, 2024
The facial recognition start-up doesn’t have the funds to settle a class-action lawsuit, so lawyers are proposing equity for those whose faces were scraped from the internet.
Machine Learning Research at Apple
JUNE 13, 2024
*Equal Contributors Parameter-efficient fine-tuning (PEFT) for personalizing automatic speech recognition (ASR) has recently shown promise for adapting general population models to atypical speech. However, these approaches assume a priori knowledge of the atypical speech disorder being adapted for -- the diagnosis of which requires expert knowledge that is not always available.
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
JUNE 13, 2024
Can a butterfly’s wings trigger a distant hurricane?
Machine Learning Research at Apple
JUNE 13, 2024
Large Language Models (LLMs) have demonstrated impressive capability in different tasks and are bringing transformative changes to many domains. However, keeping the knowledge in LLMs up-to-date remains a challenge once pretraining is complete. It is thus essential to design effective methods to both update obsolete knowledge and induce new knowledge into LLMs.
Hacker News
JUNE 13, 2024
Starliner teams detected a helium leak before launch, two more after liftoff, and now a fourth and fifth leak with the vehicle docked at the ISS. Oh my.
Smart Data Collective
JUNE 13, 2024
Data mining offers a number of important benefits for companies in the healthcare, energy and retail sectors.
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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