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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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.
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.
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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.
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.
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.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
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.
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 Imagine a world where your morning alarm adjusts to traffic conditions, your coffee brews to your exact preference before you even get out of bed, and your commute is planned with the perfect balance of speed and scenic detours. This sci-fi dream is becoming a reality thanks to Artificial Intelligence. AI is here to […] The post 25 Ways AI Can Make Your Daily Life Easy appeared first on Analytics Vidhya.
KDnuggets
JUNE 13, 2024
Want to build APIs with Python? Learn how to do so using FastAPI with this step-by-step tutorial.
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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?
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?
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 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
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.
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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.
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.
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
Photo by Arturo Villarrubia Science fiction writer Ted Chiang has won the 2024 PEN/Bernard and Ann Malamud Award for Excellence in the Short Story. The award is given each year to a writer who has “demonstrated exceptional achievement in the short story form.
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.
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
Indian startup Agnikul can 3D print a rocket engine in 72 hours. After successfully launching a test rocket, the company is one step closer to "on-demand" rocket launches for operators of small satellites and other bespoke rocketry needs.
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.
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.
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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.
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
Apple Intelligence makes a lot of sense when you get out of the AI bubble. Plus, the cool technical details Apple shared about their language models "thinking different.
IBM Data Science in Practice
JUNE 13, 2024
This blog (cowritten with Harshavardhan Changappa ) is about how to configure Single Sign on between spss modeler client and modeler server on windows IBM SPSS Modeler utilizes Kerberos for Single Sign-On ( SSO ). Kerberos serves as a fundamental element of Windows Active Directory( AD ) infrastructure. Specifically for Windows: To Know more about IBM SPSS Modeler: [link] The client computer operates on Windows and is integrated into an Active Directory domain.
Hacker News
JUNE 13, 2024
MIT Media Lab Spin-off Augmental has developed the MouthPad, a device that allows users to interact with phones and computers using their tongue and other head gestures.
Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin
As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.
IBM Data Science in Practice
JUNE 13, 2024
Introduction Hook Imagine spending countless hours debugging a data corruption issue, only to find the problem where you least expected it. We faced this exact scenario when multibyte characters in our PostgreSQL database were corrupted during bulk loads using Java’s CopyManager API. Background Handling multibyte characters correctly is essential in global applications.
Hacker News
JUNE 13, 2024
An online art collective that spent $4 million on “Once Upon a Time in Shaolin” is telling fans their purchases will accelerate the one-of-a-kind album’s 2103 release date.
Dataconomy
JUNE 13, 2024
Salesforce is a highly popular customer relationship management (CRM) system that helps businesses improve their sales and marketing efforts. However, while implementing Salesforce can offer a wide range of benefits to an organization, it can also be a costly endeavor. In this article, we will explore a few effective strategies to manage and reduce Salesforce implementation costs.
Hacker News
JUNE 13, 2024
When Yifeng Chen was a teenager in Shantou, China, in the early 2000s, he saw a TV program that amazed him. The show highlighted rooftop solar panels in Germany, explaining that the panels generated electricity to power the buildings and even earned the owners money by letting them sell extra energy back to the electricity company. Yifeng Chen Employer Trina Solar Title Assistant vice president of technology Member Grade Member Alma Maters Sun Yat-sen University, in Guangzhou, China, and Leibniz
Speaker: Nikhil Joshi, Founder & President of Snic Solutions
Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.
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