Towards AI

AUGUST 14, 2023

Last Updated on August 15, 2023 by Editorial Team Author(s): Prithivee Ramalingam Originally published on Towards AI. Ever been stuck while using DistilBERT due to an “Out of Memory” error? I’ve been there, and I’ve found a game-changing solution: swap files. Swap files provide an ingenious solution to the challenge of insufficient RAM by extending the system’s memory capacity onto disk space.

Data Science 98

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insideBIGDATA

AUGUST 18, 2023

In this contribute article, Garry M. Paxinos, CTO of netTALK CONNECT, believes that not all language models are the same: How can you effectively select the right language model that aligns with your business needs and goals? What capabilities cannot go unnoticed when analyzing language models?

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Analytics Vidhya

AUGUST 18, 2023

Introduction In a world filled with information, PDF documents have become a staple for sharing and preserving valuable data. However, extracting insights from PDFs hasn’t always been straightforward. That’s where “Chat with PDFs” comes to the rescue – an innovative project revolutionising how we interact with PDFs. In this article, we introduce you to the […] The post Chat with PDFs | Empowering Textual Interaction with Python and OpenAI appeared first on Analytics

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KDnuggets

AUGUST 18, 2023

The improvement you need to get the best result from GPT.

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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

Adrian Bridgwater for Forbes

AUGUST 18, 2023

In software development, no system runs reliably without a solid engineering support function and service layer - in most cases we call that entity the operations team.

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insideBIGDATA

AUGUST 15, 2023

In this contributed article, Nate MacLeitch, Founder and CEO of QuickBlox, discusses how businesses can use generative AI to enhance their customer service capabilities while working in tandem with human agents, rather than replacing them.

AI 367

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KDnuggets

AUGUST 16, 2023

LangChain simplifies building AI assistants with large language models, providing an intuitive API, memory capabilities, access to external tools, the ability to chain LLM actions, and prompt templating. Check out our newest cheat sheet to get up and running now.

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Adrian Bridgwater for Forbes

AUGUST 17, 2023

Fusion teams come from more than one line of business, more than one department, more than one office, more than one domain specialism and more than one core skillset.

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insideBIGDATA

AUGUST 12, 2023

In this contributed article, Kim Stagg, VP of Product for Appen, knows the only way to achieve functional AI models is to use high-quality data in every stage of deployment. As businesses look for pathways to adoption, there must be a significant focus on removing bottlenecks for data quality in order to achieve the highest functioning AI models. This article focuses on what companies looking to adopt this technology need to know about creating generative AI models that are ready for high-precis

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Analytics Vidhya

AUGUST 18, 2023

In a move causing ripples across the tech world, OpenAI, the pioneering force in artificial intelligence, has made its inaugural leap into the world of acquisitions. The spotlight shines bright on OpenAI as it acquires digital products company Global Illumination, marking its first known venture into company ownership. Buckle up as we delve into the […] The post OpenAI Takes Over Global Illumination; Celebrates First Company Acquisition appeared first on Analytics Vidhya.

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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.

AI

KDnuggets

AUGUST 17, 2023

Integrating Open Source LLMs and LangChain for Free Generative Question Answering (No API Key required).

AI 270

AI AI 270

Cassie Kozyrkov

AUGUST 15, 2023

A reading list that almost teaches you about decision intelligence Continue reading on Medium »

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databricks

AUGUST 14, 2023

One of the key challenges that organizations face when adopting the open data lakehouse is selecting the optimal format for their data. Among.

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Analytics Vidhya

AUGUST 17, 2023

Introduction spaCy is a Python library for Natural Language Processing (NLP). NLP pipelines with spaCy are free and open source. Developers use it to create information extraction and natural language comprehension systems, as in Cython. Use the tool for production, boasting a concise and user-friendly API. If you work with a lot of text, you’ll […] The post Enhancing NLP Pipelines with spaCy appeared first on Analytics Vidhya.

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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

AI

KDnuggets

AUGUST 15, 2023

In this free ebook, readers will learn how to employ data cleaning and preprocessing for data science using the Python ecosystem.

Data Science 269

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Cassie Kozyrkov

AUGUST 15, 2023

A reading list that almost teaches you about decision intelligence Continue reading on Towards Data Science »

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databricks

AUGUST 13, 2023

Today we are announcing the general availability of Delta Live Tables (DLT) on Google Cloud. DLT pipelines empower data engineers to build reliable.

Data Engineering 246

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Analytics Vidhya

AUGUST 18, 2023

QR codes have widespread popularity, particularly for their convenience in payments. Beyond their financial applications, QR codes have evolved to encompass diverse data types. Technological progress has enabled the customization of these codes, transforming the once mundane black-and-white arrangement of dots into visually appealing designs inspired by various patterns and images.

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AI AI Analytics Analytics 271

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.

AI

KDnuggets

AUGUST 18, 2023

"You may also like" is a simple phrase that implies a new era in the way businesses interact and connect with their customers, and graph databases can easily help to build recommendation engines.

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Eugene Yan

AUGUST 12, 2023

Distinguishing problems with external vs.

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databricks

AUGUST 16, 2023

Thousands of Databricks customers use Databricks Workflows every day to orchestrate business critical workloads on the Databricks Lakehouse Platform. As is often the.

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Analytics Vidhya

AUGUST 17, 2023

Microsoft Azure is taking a giant leap forward in enterprise AI by introducing ChatGPT, now available for preview in Azure OpenAI Service. This groundbreaking advancement allows businesses to run ChatGPT within their network, enhancing work experiences, boosting productivity, and providing a range of powerful capabilities. Here’s a closer look at how Microsoft Azure ChatGPT transforms […] The post Microsoft Azure Launches ChatGPT for Enterprise AI appeared first on Analytics Vidhya.

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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?

KDnuggets

AUGUST 14, 2023

Vector databases enable fast similarity search and scale across data points. For LLM apps, vector indexes can simplify architecture over full vector databases by attaching vectors to existing storage. Choosing indexes vs databases depends on specialized needs, existing infrastructure, and broader enterprise requirements.

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Machine Learning Mastery

AUGUST 15, 2023

Last Updated on August 16, 2023 Sponsored Post Devart, a leading provider of database connectivity solutions, is celebrating its 26th birthday. Devart has been at the forefront of delivering innovative solutions that empower businesses and developers to connect, manage, and optimize their databases seamlessly. With a rich history of providing top-notch database […] The post Celebrating Devart’s 26th Birthday with an Exclusive 20% Discount on Data Connectivity Tools!

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databricks

AUGUST 16, 2023

The Personalization Paradigm: Balancing Business Self-Service and Data Governance Personalization transforms businesses, shaping and reshaping the way brands connect with their audiences. Its.

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Data Governance 242

Analytics Vidhya

AUGUST 17, 2023

Snapchat, the popular social media platform known for its dynamic features, recently faced a technical glitch involving its AI-powered chatbot, My AI. This glitch led to unexpected Stories being posted to users’ feeds and uncharacteristic behavior in chats. As users questioned the source of the unusual content, speculation and confusion spread across social media platforms. […] The post Snapchat Glitch Sparks Panic: My AI Posts Mysterious Stories and Images appeared first on Analytic

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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

KDnuggets

AUGUST 16, 2023

How to Use ChatGPT to Convert Text into a PowerPoint Presentation • Best Python Tools for Building Generative AI Applications Cheat Sheet • Data Scientists Need to Specialize to Survive the Tech Winter • Python Vector Databases and Vector Indexes: Architecting LLM Apps • How To Speed Up SQL Queries Using Indexes [Python Edition]

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Data Science Dojo

AUGUST 18, 2023

Large language models (LLMs) are AI models that can generate text, translate languages, write different kinds of creative content, and answer your questions in an informative way. They are trained on massive amounts of text data, and they can learn to understand the nuances of human language. In this blog, we will take a deep dive into LLMs, including their building blocks, such as embeddings, transformers, and attention.

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insideBIGDATA

AUGUST 18, 2023

In this contributed article, Neelesh Kripalani, Chief Technology Officer, Clover Infotech, discusses how generative AI is rapidly transforming the way we live and work. It has already become a vital tool for many organizations, and its impact is expected to grow exponentially in the coming years. The article offers five predictions on how generative AI will change the way businesses work.

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Analytics Vidhya

AUGUST 17, 2023

The rapid advancement of artificial intelligence (AI) has paved the way for its integration into various industries, including journalism. Recently, the Associated Press (AP) took a significant step by releasing comprehensive guidelines for the responsible use of AI in their news reporting. This move has sparked conversations about the role of AI in journalism & […] The post The Associated Press Unveils AI Guidelines for Journalists appeared first on Analytics Vidhya.

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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!