Mon.Aug 12, 2024

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10 Python Libraries Every Data Scientist Should Know

KDnuggets

Want to take the next step in your journey to becoming a data scientist? Check out these Python libraries for data science that you can't do without.

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Long Context RAG Performance of LLMs

databricks

Retrieval Augmented Generation (RAG) is the most widely adopted generative AI use case among our customers. RAG enhances the accuracy of LLMs by.

AI 345
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I Have Booked my Seat. Here’s How You can Register for NVIDIA AI Summit 2024.

Analytics Vidhya

Introduction After the successful wrap-up of the much-awaited Datahack Summit 2024, India will witness another big event: the NVIDIA AI Summit 2024. It is scheduled for October 23rd and 25th at the Jio World Conventional Centre in Mumbai, India. With the release of the notification, you might be wondering what to expect from this event. […] The post I Have Booked my Seat.

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deepset Launches Studio for Architecting LLM Applications with Native Integrations to deepset Cloud and NVIDIA AI Enterprise

insideBIGDATA

deepset, the mission-critical AI company, today announced an expansion of its offerings with deepset Studio, an interactive tool that empowers product, engineering and data teams to visually architect custom AI pipelines that power agentic and advanced RAG applications. AI teams are now able to more easily build top-tier composable AI systems, and immediately deploy them in cloud and on-premises environments using deepset Cloud and NVIDIA AI Enterprise software.

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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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Smart Subject Email Line Generation with Word2Vec

Analytics Vidhya

Introduction Imagine you’re tasked with crafting the perfect subject line for a crucial email campaign, but standing out in a crowded inbox seems daunting. This article offers a solution with a step-by-step guide to Smart Subject Email Line Generation with Word2Vec. Discover how to harness the power of Word2Vec embeddings to create compelling and contextually […] The post Smart Subject Email Line Generation with Word2Vec appeared first on Analytics Vidhya.

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Top 5 Free Resources for Learning Advanced SQL Techniques

KDnuggets

Today, we’re looking for five quality resources that will teach you advanced SQL and do it for free.

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More Trending

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Supernovas, Black Holes and Streaming Data

databricks

The blog explores data streams from NASA satellites using Apache Kafka and Databricks. It demonstrates ingestion and transformation with Delta Live Tables in SQL and AI/BI-powered analysis of supernova events.

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What are Relative, Absolute, and Mixed References in Excel?

Analytics Vidhya

Introduction When I first started working with spreadsheets, I was baffled by how formulas behaved when copied across cells. Sometimes, they worked perfectly, while others went completely haywire. I didn’t realize it then, but by mastering spreadsheets, I understand how references—relative, absolute, and mixed—function. Once I grasped this concept, my productivity skyrocketed.

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insideAI News – Media Partner for AI Hardware and Edge AI Summit 2024

insideBIGDATA

insideAI News is pleased to announce being a Media Partner for the upcoming AI Hardware & Edge AI Summit happening Sept. 9-12, 2024 in San Jose, Calif. Editor-in-Chief & Resident Data Scientist, Daniel D. Gutierrez will be attending in-person to keep a pulse on this advancing industry. He will be conducting interviews with some of the movers and shakers from the AI industry ecosystem.

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What is Data Scrubbing?

Analytics Vidhya

Introduction Think of the fact that you’re planning a massive family gathering. You have a list of attendees, but it is full of wrong contacts, the same contacts and some of the names in the list are spelled wrongly. If you do not take your time to clean up this list, then there is every […] The post What is Data Scrubbing? appeared first on Analytics Vidhya.

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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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Building a Simple RAG Application Using LlamaIndex

Machine Learning Mastery

In this tutorial, we will explore Retrieval-Augmented Generation (RAG) and the LlamaIndex AI framework. We will learn how to use LlamaIndex to build a RAG-based application for Q&A over the private documents and enhance the application by incorporating a memory buffer. This will enable the LLM to generate the response using the context from both […] The post Building a Simple RAG Application Using LlamaIndex appeared first on MachineLearningMastery.com.

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Expert Systems in AI

Analytics Vidhya

Introduction Just consider the fact that you can always consult with an advisor and get advanced level and quality solutions to tackling issues that range from diseases to financial planning to engineering. This is the role of experts in systems in artificial intelligence. Knowledge-based systems simulate the capabilities of a human expert, providing the user […] The post Expert Systems in AI appeared first on Analytics Vidhya.

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Speeding Up Your Python Code with NumPy

KDnuggets

Why NumPy is significantly faster than standard Python code execution.

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5 Free Podcasts That Demystify Machine Learning Concepts

Machine Learning Mastery

Machine learning (ML) has become a buzzword in recent years, with applications ranging from voice assistants to self-driving cars. Yet, for many, the inner workings of these technologies remain a mystery. Podcasts offer a great way to learn about this field without getting overwhelmed. They break down complex ideas into simpler terms and let you […] The post 5 Free Podcasts That Demystify Machine Learning Concepts appeared first on MachineLearningMastery.com.

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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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Google Cloud Tightens Seal On Air-Gapped Software

Adrian Bridgwater for Forbes

Google Distributed Cloud air-gapped appliance is a physical device roughly 100-pounds in weight that can be carried by two people.

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You can now say: Take notes for me Google Meets

Dataconomy

Google Meet is introducing a new AI-powered feature called “Take notes for me,” aimed at enhancing productivity during meetings by automating the note-taking process. This innovative feature is part of the broader Google Gemini suite of AI tools and will be available to users with specific Google Workspace licenses, including Gemini Enterprise, Gemini Education Premium, and AI Meetings and Messaging Add-on.

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Piecing together the epic of Gilgamesh with NLP

Hacker News

Scholars have struggled to identify fragments of the epic of Gilgamesh — one of the world’s oldest literary texts. Now A.I. has brought an “extreme acceleration” to the field.

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Answering every question you have about the EVIT data breach

Dataconomy

On January 9, 2024, the East Valley Institute of Technology (EVIT) experienced a significant cybersecurity incident. This breach , now known as the EVIT data breach, saw unauthorized access to the institution’s network, potentially compromising the personal information of over 200,000 individuals. With 48 categories of sensitive data at risk, the breach has raised concerns among students, parents, and faculty about the security of their personal information.

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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.

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Ancient calendar, recently discovered, may document a long-ago disaster

Hacker News

The markings on a pillar in southern Turkey are more than decorations on the stone, a researcher at the University of Edinburgh says. They may memorialize a time when comet fragments struck Earth.

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Can Question AI do your homework for real?

Dataconomy

Question AI is a nifty AI-powered tool designed to easily tackle math problems. Given its claims, we couldn’t resist testing it to see if it really lives up to the hype. This tool promises to streamline the study process by offering instant solutions to various mathematical quandaries, from basic arithmetic to more complex algebraic equations.

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Brands should avoid the term 'AI'. It's turning off customers

Hacker News

A study published in the Journal of Hospitality of Marketing & Management finds that consumers are very much turned off by products that say they are “AI-powered”

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AIOps vs. MLOps: Harnessing big data for “smarter” ITOPs

IBM Journey to AI blog

Digital data has exploded in recent decades. Driven by significant advancements in computing technology, everything from mobile phones to smart appliances to mass transit systems generate and digest data, creating a big data landscape that forward-thinking enterprises can leverage to drive innovation. However, the big data landscape is just that. Big.

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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.

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Okay, I Like WezTerm

Hacker News

A guide to configuring WezTerm using its Lua API. Focuses on appearance, keybindings, multiplexing, workspace navigation, and status bar (powerline) setup.

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Introducing the AssemblyAI Ruby SDK

AssemblyAI

We are thrilled to release the AssemblyAI Ruby SDK , making it easier to use the latest Speech AI models from AssemblyAI with Ruby. Use the SDK to transcribe audio, analyze audio using our audio intelligence models, and apply LLMs to your audio data using LeMUR. Here are a couple of examples showcasing the Ruby SDK. 1. Transcribe an audio file require 'assemblyai' client = AssemblyAI::Client.new(api_key: 'YOUR_API_KEY') transcript = client.transcripts.transcribe( audio_url: &

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X targeted with 9 privacy complaints after grabbing EU users' data for training

Hacker News

X, the social media platform owned by Elon Musk, has been targeted with a series of privacy complaints after it helped itself to the data of users in the

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How to land a job in Artificial Intelligence in 2024

How to Learn Machine Learning

Hello Dear reader! In this article we will explore in high level how to land a job in artificial intelligence, seeing the recent times, options, skillsets and paths. It can be quite intimidating, so we hope to clarify a little bit the most straightforward option and guide you in the process. So having said this sit back, relax, and enjoy! Introduction: A job in Artificial Intelligence In recent times, the demand for engineers specializing in artificial intelligence has been on the rise.

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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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Repair and Remain: How to do the slow, hard, good work of staying put

Hacker News

Escaping our problems, whether in our homes, our marriages, our careers, or elsewhere, is easier than remaining where we are and doing the hard work of repair.

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Maximizing compliance: Integrating gen AI into the financial regulatory framework

IBM Journey to AI blog

In an era where financial institutions are under increasing scrutiny to comply with Anti-Money Laundering (AML) and Bank Secrecy Act (BSA) regulations, leveraging advanced technologies like generative AI presents a significant opportunity. Large Language Models (LLMs) such as GPT-4 can enhance AML and BSA programs, driving compliance and efficiency in the financial sector, but there are risks involved with deploying gen AI solutions to production.

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Apple's requirements are about to hit creators and fans on Patreon

Hacker News

Apple requires that Patreon switch to their iOS in-app purchase system, or risk being removed from the App Store. Here’s what’s creators need to know.

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Implement five sampling methods in the SAS DATA step

SAS Software

In SAS, the easiest way to draw random sampling from data is to use PROC SURVEYSELECT or the SAMPLE function in SAS IML software. I have previously written about how to implement four common sampling schemes by using PROC SURVEYSELECT and the SAMPLE function. The DATA step in SAS is [.] The post Implement five sampling methods in the SAS DATA step appeared first on SAS Blogs.

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Digital Adoption Platform Fundamentals: The Key To Product Innovation And Elevated CX

Speaker: Pulkit Agrawal

As digital transformation advances at a rapid pace, Digital Adoption Platforms (DAPs) have become essential tools for enhancing user experiences and redefining product management strategies. DAPs are no-code solutions that integrate seamlessly with various technologies, and by fostering user adoption, these platforms help organizations maximize the potential of their tech investments.