Tue.May 21, 2024

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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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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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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.

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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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The Project Clinic: Assessing Project Health, Planning, and Execution

Speaker: Ketan Jahagirdar

Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.

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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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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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LSTMs Got an Upgrade? xLSTM is Here to Challenge the Status Quo

Analytics Vidhya

Introduction For years, a type of neural network called the Long Short-Term Memory (LSTM) was the workhorse model for handling sequence data like text. Introduced back in the 1990s, LSTMs were good at remembering long-range patterns, avoiding a technical issue called the “vanishing gradient” that hampered earlier recurrent networks. This made LSTMs incredibly valuable for […] The post LSTMs Got an Upgrade?

Analytics 270
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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.

AI 195
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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? 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.

AI 195
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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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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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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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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.

AI 251
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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.

AI 192
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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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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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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.

AI 214
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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.

AI 257
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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.

AI 181
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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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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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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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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 Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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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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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.