Tue.May 21, 2024

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Agentic AI Demystified: The Ultimate Guide to Autonomous Agents

Analytics Vidhya

Introduction Artificial Intelligence (AI) has undergone significant advancements over recent years. Initially limited to automating basic, repetitive tasks, traditional AI has grown to be an invaluable part of every industry. Although they enhance efficiency and productivity, conventional AI systems cannot handle complex decision-making and intricate workflows.

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Announcing Mosaic AI Vector Search General Availability in Databricks

databricks

Following the announcement we made around a suite of tools for Retrieval Augmented Generation, today we are thrilled to announce the general availability.

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Guide on Integrating Azure Services for Enhanced Data Management & Analysis

Analytics Vidhya

Introduction Within the ever-evolving cloud computing scene, Microsoft Azure stands out as a strong stage that provides a wide range of administrations that disentangle applications’ advancement, arrangement, and administration. From new businesses to expansive endeavors, engineers leverage Azure to upgrade their applications with the control of cloud innovation and manufactured insights.

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New Research from Elastic Finds Conversational Search Could Yield Staggering Productivity Returns

insideBIGDATA

New research by Elastic (NYSE: ESTC), the company behind Elasticsearch®, found nearly all (99%) global IT decision makers, regardless of region or industry, recognize GenAI's transformative potential to influence change within their organizations. However, early adoption continues to be slowed by chaotic data estates, search challenges, and fears around privacy and security, regulation, and internal skills gaps.

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How To Align Product Management And Supply Chain Operations For Successful Product Launches

Speaker: Shalini Dinesh

Effective cross-functional collaboration and communication heavily influence product launch success. Research shows that as many as 70% of product launches fail due to inadequate coordination among stakeholders, including supply chain, product management, legal, marketing, and change control teams (Gartner, 2022). The 2023 Supply Chain Insights Report highlights that 60% of supply chain disruptions are caused by poor communication and misalignment among cross-functional teams.

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All About AI-powered Jupyter notebooks with JupyterAI

Analytics Vidhya

Introduction Generative AI has been at the forefront of recent advancements in artificial intelligence. It has become a part of every major sector, from tech and healthcare to finance and entertainment, and continues transforming our work. It has enabled us to create high-quality content and perform complex tasks in minutes. Now, imagine a world where […] The post All About AI-powered Jupyter notebooks with JupyterAI appeared first on Analytics Vidhya.

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10 GitHub Repositories to Master Data Engineering

KDnuggets

Learn data engineering through free courses, tutorials, books, tools, guides, roadmaps, practice exercises, projects, and other resources.

More Trending

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How to Fine-Tune BERT for Sentiment Analysis with Hugging Face Transformers

KDnuggets

Find out how to fine-tune BERT for sentiment analysis with Hugging Face Transformers. No unnecessary nonsense, just what you need.

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Python 3.12 – New Features and Improvements

Analytics Vidhya

Introduction Python 3.12 introduces a host of new features and enhancements that significantly augment the language’s usability, performance, and developer experience. From a refined type parameter syntax to improvements in error messages and enhancements across various modules, Python 3.12 strengthens its position as a versatile and powerful programming language.

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What is responsible AI? 5 core principles to building AI responsibly

Data Science Dojo

Generative AI represents a significant leap forward in the field of artificial intelligence. Unlike traditional AI, which is programmed to respond to specific inputs with predetermined outputs, generative AI can create new content indistinguishable from that produced by humans. It utilizes machine learning models trained on vast amounts of data to generate a diverse array of outputs, ranging from text to images and beyond.

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Multimodal Chatbot with Text and Audio Using GPT 4o

Analytics Vidhya

Introduction Since the release of GPT models by OpenAI, such as GPT 4o, the landscape of Natural Language Processing has been changed entirely and moved to a new notion called Generative AI. Large Language Models are at the core of it, which can understand complex human queries and generate relevant answers to them. The next […] The post Multimodal Chatbot with Text and Audio Using GPT 4o appeared first on Analytics Vidhya.

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Building Your BI Strategy: How to Choose a Solution That Scales and Delivers

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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What is responsible AI? 6 core principles to building AI responsibly

Data Science Dojo

Generative AI represents a significant leap forward in the field of artificial intelligence. Unlike traditional AI, which is programmed to respond to specific inputs with predetermined outputs, generative AI can create new content indistinguishable from that produced by humans. It utilizes machine learning models trained on vast amounts of data to generate a diverse array of outputs, ranging from text to images and beyond.

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Do More with Less: Copilot+ PCs – Powerful, Efficient, and AI-powered

Analytics Vidhya

Microsoft announced a new generation of Windows PCs called Copilot+ PCs on May 20, 2024 at the Microsoft Event. These PCs boast superior performance, long battery life, and powerful built-in AI features, marking a significant leap in PC technology. Satya Nadella announced that major manufacturers like Dell, Lenovo, Samsung, HP, Acer, and Asus will offer […] The post Do More with Less: Copilot+ PCs – Powerful, Efficient, and AI-powered appeared first on Analytics Vidhya.

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Introducing the Databricks AI Fund

databricks

We’re excited to announce the Databricks AI Fund, showcasing our commitment to supporting a new generation of founders and startups.

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GenAI Roadmap for Enterprises

Analytics Vidhya

Introduction With businesses evolving rapidly, companies are looking for new ways or approaches to gain a competitive edge and achieve efficiency and their customer’s rising expectations. It is no longer a secret that emerging technology such as GenAI (Generative Artificial Intelligence) may revolutionize customer service and interaction, content creation, decision-making, creativity, and other organizational activities. […] The post GenAI Roadmap for Enterprises appeared first on An

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How To Set Up Innovation So That It Aligns With And Enables Corporate Strategy

Speaker: Paul Heller

Most innovation work proceeds independently from company strategy. As a result, the products that arrive in the market are not well aligned with the company’s goals. This challenge is particularly significant in organizations with transformation-oriented strategies, where innovation must directly support growth, scalability, and strategic pivots. In this session, we will discuss why innovation in large companies is so often not aligned with the company’s strategy and what innovation leaders, pro

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A Guide to Working with SQLite Databases in Python

KDnuggets

Get started with SQLIte databases in Python using the built-in sqlite3 module.

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Nutanix Cements Enterprise AI Foundations With GPT-In-A-Box 2.0

Adrian Bridgwater for Forbes

This decade’s AI has been as chaotic as it has been inspirational, i.e. organizations have to think about the infrastructure, the front-end and the data layer in between.

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Be Part of The AI Con USA 2024 with a Free Virtual Pass

KDnuggets

The countdown is on, it’s only 2 weeks until AI Con USA.

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Google announces Firebase Genkit with Ollama support

Hacker News

At Google IO 2024, Google announced Ollama support in Firebase Genkit, a new open-source framework for developers to build, deploy and monitor production-ready AI-powered apps.

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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Cleaning Code Bloat For Greener Software

Adrian Bridgwater for Forbes

Recognizing that code bloat exists is the first step towards a healthier software lifestyle and a greener cleaner use of cloud-native technology services overall.

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Sam Altman Is Full of S**t

Hacker News

Note: In my last newsletter, I said that my next post would be the second part of my Facebook autopsy. Don’t worry, that’s still coming, but given the recent drama between Sam Altman, OpenAI, and Scarlett Johansson, I felt the need to write something.

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On Efficient and Statistical Quality Estimation for Data Annotation

Machine Learning Research at Apple

Annotated data is an essential ingredient to train, evaluate, compare and productionalize machine learning models. It is therefore imperative that annotations are of high quality. For their creation, good quality management and thereby reliable quality estimates are needed. Then, if quality is insufficient during the annotation process, rectifying measures can be taken to improve it.

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Mapping the Mind of a Large Language Model

Hacker News

We have identified how millions of concepts are represented inside Claude Sonnet, one of our deployed large language models. This is the first ever detailed look inside a modern, production-grade large language model.

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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.

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Visualize This (2nd ed.): A real book that’s almost here

FlowingData

Visualize This is a real book now! The official publication date is May 29, but you might get it early if you order now , depending on where and when you order it. The publication process is interesting, because you write and write and make lots of charts over many months. There’s editing and revision. It’s on your mind constantly. Then there’s a gap when your part is done and your publisher (for me, Wiley) takes over.

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85% of Neuralink implant wires are already detached, says patient

Hacker News

An estimated 85-percent of Neuralink’s brain-computer interface (BCI) implant threads connected to the first human patient’s motor cortex are now completely detached and his brain has shifted inside his skull up to three times what the company expected, volunteer Noland Arbaugh told The Wall Street Journal on Monday.

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What are Small Language Models (SLMs) and how do they work?

Dataconomy

While we often focus on the capabilities of Large Language Models (LLMs), Small Language Models (SLMs) play a crucial role in this journey. Large Language Models (LLMs) excel in managing intricate tasks, they require substantial computational resources and energy, rendering them impractical for smaller entities and devices with restricted processing power.

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Microsoft Phi-3 Cookbook

Hacker News

This is a Phi-3 book for getting started with Phi-3. Phi-3, a family of open AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks. - GitHub - microsoft/Phi-3CookBook: This is a Phi-3 book for getting started with Phi-3.

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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

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Enhancing document management with ID scanning software

Dataconomy

Document management is vital for the operation of businesses in certain sectors. Having a document management system helps organizations boost efficiency, minimize mistakes, and enhance data protection. ID scanning software is one technology that changes document management, serving as a tool for streamlining document handling processes. Also known as identity verification software, ID scanning software automates data extraction from identification documents like driver’s licenses, passpor

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the engineerguy: The Engineering of Duct Tape [video]

Hacker News

To understand how duct tape is engineered, Bill dissolves the tape in solvent to reveals its three components — plastic backing, adhesive, and cloth reinforc.

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Six essential elements of the project discovery phase

Dataconomy

Embarking on a new software development project is similar to setting sail on uncharted waters. While the destination might be clear, the journey itself can be fraught with unexpected challenges and detours. To pilot your software development successfully, a thorough project discovery phase is a top priority. This initial step lays the groundwork for the project’s success by ensuring that all stakeholders are aligned, potential risks are identified, and resources are efficiently allocated.

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Response Filter Denial of Service (RFDoS)

Hacker News

TL;DR: Basically, if a target website is protected by a WAF using the OWASP Core Rule Set or Comodo Rule Set or Atomicorp Rule Set, you can send the string ORA-1234 or OracleDrive or ASL-CONFIG-FILE in a comment, product review, registration form, e-commerce order details, etc.

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What Is Entity Resolution? How It Works & Why It Matters

Entity Resolution Sometimes referred to as data matching or fuzzy matching, entity resolution, is critical for data quality, analytics, graph visualization and AI. Learn what entity resolution is, why it matters, how it works and its benefits. Advanced entity resolution using AI is crucial because it efficiently and easily solves many of today’s data quality and analytics problems.