Flipboard

DECEMBER 18, 2023

With the world abuzz with generative AI, prompt engineers are in demand -- huge demand. But there's a big problem: availability.

Data Scientist 167

Data Scientist AI AI Computer Science 167

insideBIGDATA

DECEMBER 22, 2023

In this contributed article, consultant and thought leader Richard Shan, believes that generative AI holds immense potential to transform information technology, offering innovative solutions for content generation, programming assistance, and natural language processing. However, its suitability hinges on the careful navigation of ethical concerns, security risks, and the challenges associated with interpretability.

Natural Language Processing 434

Natural Language Processing AI AI Big Data 434

KDnuggets

DECEMBER 22, 2023

Here are our top posts of 2023, including: 5 Free Books to Master Data Science • 5 Free Courses to Master Machine Learning • 3 Ways to Access GPT-4 for Free • and much more!

Machine Learning 366

Machine Learning Machine Learning Data Science 366

databricks

DECEMBER 21, 2023

We are excited to announce that Gartner has recognized Databricks as a Leader for a third consecutive year in the 2023 Gartner® Magic.

Database 363

Database 363

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

Analytics Vidhya

DECEMBER 21, 2023

Introduction In the world of data processing and analysis, the way information is presented can be just as crucial as the data itself. Python’s Tabulate library serves as a powerful tool for creating visually appealing and well-formatted tables. This comprehensive guide will walk you through everything you need to know to master Tabulate and effectively […] The post Comprehensive Guide to Python’s Tabulate Library appeared first on Analytics Vidhya.

Python 347

Python Analytics Analytics 347

insideBIGDATA

DECEMBER 16, 2023

Welcome insideBIGDATA AI News Briefs Bulletin Board, our timely new feature bringing you the latest industry insights and perspectives surrounding the field of AI including deep learning, large language models, generative AI, and transformers. We’re working tirelessly to dig up the most timely and curious tidbits underlying the day’s most popular technologies.

Deep Learning 370

Deep Learning Deep Learning AI AI 370

databricks

DECEMBER 21, 2023

Today, Databricks is excited to announce support for Mixtral 8x7B in Model Serving. Mixtral 8x7B is a sparse Mixture of Experts (MoE) open.

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Analytics Vidhya

DECEMBER 16, 2023

Introduction Once a realm of static content, ChatGPT is undergoing a revolutionary transformation with the infusion of ChatGPT plugins. These plugins act as virtual keys, unlocking uncharted territories in digital storytelling and reshaping user engagement. In this guide, we’ll embark on a journey exploring the seamless integration of ChatGPT plugins into the blogging world, uncovering […] The post Guide to Safely Transforming Interactions with ChatGPT Plugins appeared first on Analy

Analytics 343

Analytics Analytics Data Analysis Data Analysis 343

insideBIGDATA

DECEMBER 16, 2023

Lightning AI, the company behind PyTorch Lightning, with over 91 million downloads, announced the introduction of Lightning AI Studios, the culmination of 3 years of research into the next generation development paradigm for the age of AI.

AI 368

AI AI Data Engineer Data Engineering 368

KDnuggets

DECEMBER 20, 2023

We've partnered with Springboard, the leading data science bootcamp offering personalized 1:1 mentorship, dedicated career support, proven outcomes, and an unbeatable money-back job guarantee, to present a handpicked collection of resources to supercharge your data science journey in the coming year.

Data Science 360

Data Science 360

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

databricks

DECEMBER 21, 2023

Over the past six months, we've been working with NVIDIA to get the most out of their new TensorRT-LLM library. TensorRT-LLM provides an easy-to-use Python interface to integrate with a web server for fast, efficient inference performance with LLMs. In this post, we're highlighting some key areas where our collaboration with NVIDIA has been particularly important.

Python 331

Python AI AI 331

Analytics Vidhya

DECEMBER 22, 2023

Introduction Google Gemini, a revolutionary tool in the tech landscape, has been making waves in the data science field. This article aims to provide an in-depth analysis of Google Gemini, its features, usage, and integration with artificial intelligence (AI). What is Google Gemini? Google Gemini is a powerful tool that streamlines data analysis and visualization. […] The post What is Google Gemini?

Artificial Intelligence 337

Artificial Intelligence Artificial Intelligence Data Analysis Data Analysis 337

insideBIGDATA

DECEMBER 19, 2023

Digitate, a leading provider of SaaS-based enterprise software for IT and business operations, released the results of its new study, “AI and Automation: Laying the Foundation for the Autonomous Enterprise” revealing that 90% of IT decision-makers plan to deploy more automation, including AI, in the next 12 months.

AI 326

AI AI Big Data Big Data 326

KDnuggets

DECEMBER 20, 2023

We will learn a simple way to install and use Llama 2 without setting up Python or any program. Just download the files and run a command in PowerShell.

Python 356

Python 356

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

Adrian Bridgwater for Forbes

DECEMBER 16, 2023

AI is changing and it will continue to do so - although this year of generative AI stands out as a seminal moment in time - now we need the right developer tools.

AI 317

AI AI 317

Analytics Vidhya

DECEMBER 20, 2023

OpenAI, the renowned artificial intelligence research organization, has recently announced the adoption of its new preparedness framework. This comprehensive strategy mainly aims to measure and forecast potential risks associated with AI development. Meanwhile, it also emphasizes OpenAI’s commitment to halt deployment and development if safety mitigations fall behind.

Artificial Intelligence 337

Artificial Intelligence Artificial Intelligence AI AI 337

databricks

DECEMBER 19, 2023

Request a meeting with Databricks executives/thought leaders at NRF! Each January, thousands of leaders from retailers around the globe gather at Javits Center.

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KDnuggets

DECEMBER 19, 2023

Soon AI will become embedded into daily business processes, including cybersecurity controls. The author explains how to assess which processes make sense to automate.

AI 348

AI AI Artificial Intelligence Artificial Intelligence 348

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

Adrian Bridgwater for Forbes

DECEMBER 18, 2023

If the use of portals has ever actually come down to Earth, it has been as a term we use to describe a doorway to digital resources.

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Analytics Vidhya

DECEMBER 22, 2023

Introduction Sentiment analysis is a powerful technique used to determine the emotional tone behind a series of texts, such as social media posts, customer reviews, or news articles. By analyzing the sentiment expressed in these texts, businesses and organizations can gain valuable insights into public opinion, customer satisfaction, and brand perception.

Analytics 335

Analytics Analytics Deep Learning Deep Learning 335

databricks

DECEMBER 22, 2023

Introduction Anomaly detection is widely applied across various industries, playing a significant role in the enterprise sector. This blog focuses on its application.

Machine Learning 264

Machine Learning Machine Learning 264

KDnuggets

DECEMBER 21, 2023

The blog covers methods for representing documents as vectors and computing similarity, such as Jaccard similarity, Euclidean distance, cosine similarity, and cosine similarity with TF-IDF, along with pre-processing steps for text data, such as tokenization, lowercasing, removing punctuation, removing stop words, and lemmatization.

Data Science 335

Data Science 335

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?

Data Science Dojo

DECEMBER 21, 2023

Have you heard about Microsoft’s latest tech marvel in the AI world? It’s called Phi-2, a nifty little language model that’s stirring up quite the excitement. Despite its compact size of 2.7 billion parameters, this little dynamo is an upgrade from its predecessor, Phi-1.5. What’s cool is that it’s all set and ready for you to explore in the Azure AI Studio model catalogue.

Natural Language Processing 243

Natural Language Processing Azure AI AI 243

Analytics Vidhya

DECEMBER 22, 2023

Introduction Quantum computing represents a colossal leap forward in processing power, leveraging the role of quantum mechanics to perform complex calculations at unprecedented speeds. This cutting-edge technology can potentially revolutionize various fields, including artificial intelligence (AI). By offering vast computational resources and the ability to solve intricate optimization problems, quantum computing could enable AI systems […] The post The Role of Quantum Computing in Advanci

Artificial Intelligence 328

Artificial Intelligence Artificial Intelligence Analytics Analytics 328

databricks

DECEMBER 18, 2023

An effective campaign can help improve a company's revenue by increasing the sales of its products, clearing out more stock, bringing in more.

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KDnuggets

DECEMBER 18, 2023

Learn how you can use DALL-E 3 to make your life a little bit easier (or a lot).

Artificial Intelligence 307

Artificial Intelligence Artificial Intelligence 307

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

insideBIGDATA

DECEMBER 21, 2023

83% of organizations are in the exploration or experimentation phase of their GenAI journey, but implementation and risk management challenges stand in the way of expansion. This is according to a new Dataiku and Forrester survey of AI decision-makers: "Accelerate Generative AI Applications With Platform Capabilities.

AI 221

AI AI Deep Learning Deep Learning 221

Analytics Vidhya

DECEMBER 21, 2023

In a harmonious fusion of technology and creativity, Microsoft Copilot has embarked on a musical journey by partnering with Suno, an AI music creation platform. This collaboration introduces an exciting dimension to Copilot’s capabilities, allowing users to transform simple text prompts into personalized AI-composed songs. As we delve into this partnership, we uncover the steps […] The post Microsoft Copilot and Suno Join Forces for AI-Generated Musical Magic appeared first on Analyt

AI 328

AI AI Analytics Analytics 328

Dataconomy

DECEMBER 21, 2023

One of the most significant challenges present in project management is the variety of ways that a project can be managed and handled. With different teams, it may be necessary to adopt several different methodologies to get the most efficient outcome for your team. When contemporary businesses are increasingly driven by data, project managers must understand how the intersection between team members, data, and strategies can come together.

Data Science 208

Data Science Data Mining Data Mining Data Mining 208

Data Science Dojo

DECEMBER 20, 2023

Large language models (LLMs), such as OpenAI’s GPT-4, are swiftly metamorphosing from mere text generators into autonomous, goal-oriented entities displaying intricate reasoning abilities. This crucial shift carries the potential to revolutionize the manner in which humans connect with AI, ushering us into a new frontier. This blog will break down the working of these agents, illustrating the impact they impart on what is known as the ‘Lang Chain’ Working of the agents

Python 195

Python AI AI Database 195

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!